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The documents linked here are included by the contributing authors as a means to ensure timely dissemination of scholarly and technical work on a non-commercial basis. Copyright and all rights therein are maintained by the authors or by other copyright holders such as ACM, IEEE, or others, notwithstanding that they have offered their works here electronically. It is understood that all persons copying this information will adhere to the terms and constraints invoked by each author's copyright.

Group by [ Year | Type | Topic ]

(Reverse chronological order)

[ Patents | Books | Tutorials | Journals | Conferences | Book Chapters | Workshops | Dissertations | Non-Refereed Articles ]

Patents

  1. Declarative Message Addressing
    Biliris Alexandros, Gisli Hjalmtysson, H. V. Jagadish, Mark Alan Jones, Dongwon Lee, Inderpal Singh Mumick, Euthimios Panagos, Divesh Srivastava, Dimitra Vista
    US Patent No 6,212,552, 2001 (Filed Jan. 15, 1998, Issued Apr. 3, 2001)

Books

  1. Disinformation, Misinformation and Fake News in Social Media: Emerging Research Challenges and Opportunities
    Kai Shu, Suhang Wang, Dongwon Lee, Huan Liu (Ed.)
    Springer Lecture Notes in Social Networks (LNSN) Book Series, July 2020

Tutorials

  1. Catch Me If You GPT: Tutorial on Deepfake Texts
    Adaku Uchendu, Saranya Venkatraman, Thai Le, Dongwon Lee
    Annual Conf. of the North American Chapter of the Asso. for Comp. Linguistics (NAACL), Mexico City, Mexico, June 2024 (Tutorial)
  2. Catch Me If You GAN: Generation, Detection, and Obfuscation of Deepfake Texts
    Adaku Uchendu, Thai Le, Dongwon Lee
    The ACM Web Conference (WWW), Austin, TX, April 2023 (Tutorial)
  3. Computational Solutions against Fake News: AI vs. DB Approaches
    Naeemul Hassan, Dongwon Lee
    32nd AAAI Conf. on Artificial Intelligence (AAAI), New Orleans, LA, February 2018 (Tutorial)
  4. Likeology: Modeling, Predicting, and Aggregating Likes in Social Media
    Dongwon Lee
    8th Int’l ACM Web Science Conf. (WebSci), Hannover, Germany, May 2016 (Tutorial)
  5. Mining Personal Traits in Social Media
    Aron Culotta, Dongwon Lee
    16th SIAM Int’l Conf. on Data Mining (SDM), Miami, FL, May 2016 (Tutorial)
  6. LIKE and Recommendation in Social Media
    Dongwon Lee, Huan Liu
    24th Int'l World Wide Web Conf. (WWW), Florence, Italy, May 2015 (Tutorial)
  7. Data-driven Crowdsourcing: Management, Mining, and Applications
    Lei Chen, Dongwon Lee, Tova Milo
    31st IEEE Int'l Conf. on Data Engineering (ICDE), Seoul, Korea, April 2015 (Tutorial)
  8. Crowdsourcing in Information and Knowledge Management
    Lei Chen, Dongwon Lee, Meihui Zhang
    23rd ACM Int'l Conf. on Information and Knowledge Management (CIKM), Shanghai, China, November 2014 (Tutorial)
  9. Human-Powered Database Operations
    Dongwon Lee
    29th Brazilian Symp. on Databases (SBBD), Curitiba, Brazil, October 2014 (Tutorial)
  10. Crowdsourced Algorithms in Data Management
    Dongwon Lee
    19th Int'l Conf. on Database Systems for Advanced Applications (DASFAA), Bali, Indonesia, April 2014 (Tutorial)

Refereed Journals and Magazines

  1. Generative AI Disproportionately Harms Long Tail Users
    Barani Maung Maung, Keegan McBride, Jason S. Lucas, Maryam Tabar, Dongwon Lee
    IEEE Computer, Volume 57, Issue 11, November 2024
  2. The Longtail Impact of Generative AI on Disinformation: Harmonizing Dichotomous Perspectives
    Jason S. Lucas, Barani Maung Maung, Maryam Tabar, Keegan McBride, Dongwon Lee
    IEEE Intelligent Systems, Volume 39, Issue 5, September 2024
  3. Disinformation 2.0 in the Age of AI: A Cybersecurity Perspective
    Wojciech Mazurczyk, Dongwon Lee, Andreas Vlachos
    ACM Comm. of the ACM (CACM), March 2024
  4. Learning to Compensate for Lack of Information: Extracting Latent Knowledge for Effective Temporal Knowledge Graph Completion
    Yeon-Chang Lee, JaeHyun Lee, Dongwon Lee, Sang-Wook Kim
    Information Sciences (IS), Vol. 654, January 2024
  5. "Fact-Checking" Fact Checkers: A Data-Driven Approach
    Sian Lee, Aiping Xiong, Haeseung Seo, Dongwon Lee
    Harvard Kennedy School (HKS) Misinformation Review, 4(5), October 2023
  6. A Novel Policy-Graph Approach with Natural Language and Counterfactual Abstractions for Explaining Reinforcement Learning Agents
    Tongtong Liu, Joe McCalmon, Thai Le, Md Asifur Rahman, Dongwon Lee, Sarra Alqahtani
    J. of the Int'l Foundation for Autonomous Agents and Multi-Agent Systems (AAMAS), 37(2), page 1-37, August 2023
  7. Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective
    Adaku Uchendu, Thai Le, Dongwon Lee
    SIGKDD Explorations, Vol. 25, No. 1, page 1-18, June 2023
  8. Achieving User-Side Fairness in Contextual Bandits
    Wen Huang, Kevin Labille, Xintao Wu, Dongwon Lee, Neil Heffernan
    Human-Centric Intelligent Systems (HCIS), September 2022
  9. Effects of Associative Inference on Individuals’ Susceptibility to Misinformation
    Aiping Xiong, Sian Lee, Haeseung Seo, Dongwon Lee
    Journal of Experimental Psychology (JEP): Applied, 29(1), 2022
  10. A Systematic Review on Fake News Research through the Lens of News Creation and Consumption: Research Efforts, Challenges, and Future Directions
    Bogoan Kim, Aiping Xiong, Dongwon Lee, Kyungsik Han
    PLOS ONE, 16(12), December 2021
  11. Making AI Machines Work for Humans in FoW
    Sihem Amer-Yahia et al.
    ACM SIGMOD Record, Vol. 49, No. 2, June 2020
  12. FakeNewsNet: A Data Repository with News Content, Social Context and Spatiotemporal Information for Studying Fake News on Social Media
    Kai Shu, Deepak Mahudeswaran, Suhang Wang, Dongwon Lee, Huan Liu
    J. Big Data, 8(3), June 2020
  13. "Fake News" is Not Simply False Information: A Concept Explication and Taxonomy of Online Content
    Maria Molina, S. Shyam Soundar, Thai Le, Dongwon Lee
    American Behavioral Scientist, page 1-33, October 2019
  14. #DontTweetThis: Scoring Private Information in Social Networks
    Qiaozhi Wang, Hao Xue, Fengjun Li, Dongwon Lee, Bo Luo
    Proceedings of the Privacy Enhancing Technologies Symp. (PoPETS), Stockholm, Sweden, July 2019
  15. l-Injection: Toward Effective Collaborative Filtering Using Uninteresting Items
    Jongwuk Lee, Won-Seok Hwang, Juan Parc, Youngnam Lee, Sang-Wook Kim, Dongwon Lee
    IEEE Trans. on Knowledge and Data Engineering (TKDE), Vol. 31, No. 1, page 3-16, January 2019
  16. "Is a Picture Really Worth a Thousand Words?": A Case Study on Classifying User Attributes on Instagram
    Jungho Song, Kyungsik Han, Dongwon Lee, Sang-Wook Kim
    PLOS ONE, Vol. 13, No. 10, page 1-22, October 2018
  17. Understanding User’s Privacy Attitudes through Subjective and Objective Assessments: An Instagram Case Study
    Kyungsik Han, Hyunggu Jeong, Jin Yea Jang, Dongwon Lee
    IEEE Computer, Vol. 51, No. 6, page 18-28, June 2018
  18. CrowdK: Top-K Query Processing with Crowdsourcing
    Jongwuk Lee, Dongwon Lee, Seung-won Hwang
    Information Sciences (IS), Vol. 399, page 98-120, August 2017
  19. Virtual World-Based Information Security Learning: Design and Evaluation
    Jungwoo Ryoo, Angsana Techatassanasoontorn, Dongwon Lee
    J. of Info. Science Theory and Practice, Vol. 4, No. 3, page 6-27, September 2016
  20. Improving the Accuracy of Top-N Recommendation using a Preference Model
    Jongwuk Lee, Dongwon Lee, Yeon-Chang Lee, Won-Seok Hwang, Sang-Wook Kim
    Information Sciences (IS), Vol. 348, page 290-304, June 2016
  21. Enforcing Secure and Privacy-Preserving Information Brokering in Distributed Information Sharing
    Fengjun Li, Bo Luo, Peng Liu, Dongwon Lee, Chao-Hsien Chu
    IEEE Trans. on Information Forensics and Security (TIFS), Vol. 8, No. 6, page 888-900, June 2013
  22. Behavioral Description Based Web Service Composition Using Abstraction and Refinement
    Hyunyoung Kil, Wonhong Nam, Dongwon Lee
    Int'l J. of Web and Grid Services (IJWGS), Vol. 9, No. 1, page 54-81, 2013
  23. Scalable Clustering Methods for the Name Disambiguation Problem
    Byung-Won On, Ingyu Lee, Dongwon Lee
    Knowledge and Information Systems (KAIS), Vol. 31, No. 1, page 129-151, 2012
  24. Semi-Supervised Dimensionality Reduction for Analyzing High-Dimensional Data with Constraints
    Su Yan, Sofien Bouaziz, Dongwon Lee, Jesse Barlow
    Neurocomputing, Vol. 76, No. 1, page 114-124, 2012
  25. Scenario Analysis of Web Service Composition based on Multi-Criteria Mathematical Programming
    LiYing Cui, Soundar Kumara, Dongwon Lee
    INFORMS Service Science, Vol. 3, No. 4, page 280-303, December 2011
    (INFORMS Service Science Finalist Best Paper Award)
  26. On the Computational Complexity of Behavioral Description-Based Web Service Composition
    Wonhong Nam, Hyunyoung Kil, Dongwon Lee
    Theoretical Computer Science (TCS), Vol. 412, No. 48, page 6736-6749, November 2011
  27. QFilter: Rewriting Insecure XML Queries to Secure Ones using Non-Deterministic Finite Automata
    Bo Luo, Dongwon Lee, Wang-Chien Lee, Peng Liu
    VLDB J., Vol. 20, No. 3, page 397-415, June 2011
  28. Adaptive GDDA-BLAST: Fast and Efficient Algorithm for Protein Sequence Embedding
    Yoojin Hong, Jaewoo Kang, Dongwon Lee, Damian B. van Rossum
    PLOS ONE, Vol. 5, No. 10, October 2010
  29. Graph Theoretic Topological Analysis of Web Service Networks
    Hyunyoung Kil, Seog-Chan Oh, Ergin Elmacioglu, Wonhong Nam, Dongwon Lee
    World Wide Web J. Vol. 12, No. 3, page 321-343, June 2009
  30. Modeling Idiosyncratic Properties of Collaboration Networks Revisited
    Ergin Elmacioglu, Dongwon Lee
    Scientometrics, Vol. 80, No. 1, page 197-218, June 2009
  31. Security Education using Second Life
    Jungwoo Ryoo, Angsana Techatassanasoontorn, Dongwon Lee
    IEEE Security & Privacy, Vol. 7, No. 2, page 72-75, March 2009
  32. Oracle, Where Shall I Submit My Papers?
    Ergin Elmacioglu, Dongwon Lee
    ACM Comm. of the ACM (CACM), Vol. 52, No. 2, page 115-118, February 2009
  33. WSBen: A Web Services Discovery and Composition Benchmark Toolkit
    Seog-Chan Oh, Dongwon Lee
    Int'l J. of Web Services Research (JWSR), Vol. 6, No. 1, page 1-19, January 2009
  34. Effective Web Service Composition in Diverse and Large-Scale Service Networks
    Seog-Chan Oh, Dongwon Lee, Soundar Kumara
    IEEE Trans. on Services Computing (TSC), Vol. 1, No. 1, page 15-32, 2008
  35. Are Your Citations Clean?
    Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles, Byung-Won On
    ACM Comm. of the ACM (CACM), Vol. 50, No. 12, page 33-38, December 2007
  36. Practical Maintenance of Evolving Metadata for Digital Preservation: Algorithmic Solution and System Support
    Dongwon Lee
    Int'l J. on Digital Libraries (IJDL), Vol. 6, No. 4, page 313-326, July 2007
  37. An Efficient Location Encoding Method for Moving Objects Using Hierarchical Administrative District and Road Network
    SangYoon Lee, Sanghyun Park, Woo-Cheol Kim, Dongwon Lee
    Information Sciences (IS), Vol. 177, No. 3, page 832-843, February 2007
  38. Web Service Planner (WSPR): An Effective and Scalable Web Service Composition Algorithm
    Seog-Chan Oh, Dongwon Lee, Soundar Kumara
    Int'l J. of Web Services Research (JWSR), Vol.4, No.1, page 1-23, January 2007 (Invited for being the 1st Runner-Up of Web Services Challenge Competition @ IEEE ICEBE 2005)
  39. In-broker Access Control: Towards Efficient End-to-End Performance of Information Brokerage Systems
    Fengjun Li, Bo Luo, Peng Liu, Dongwon Lee, Prasenjit Mitra, Wang-Chien Lee, Chao-Hsien Chu
    Int'l J. on Intelligent Control and Systems (IJICS) Vol. 12, No. 4, page 283-292, 2007
  40. A Comparative Illustration of AI Planning-based Web Services Composition
    Seog-Chan Oh, Dongwon Lee, Soundar Kumara
    ACM SIGecom Exchanges, Vol. 5, No. 5, page 1-10, December 2005
  41. Taxonomy of XML Schema Languages using Formal Language Theory
    Makoto Murata, Dongwon Lee, Murali Mani, Kohsuke Kawaguchi
    ACM Trans. on Internet Technology (TOIT), Vol. 5, No. 4, page 1-45, November 2005
  42. MISQ: A Framework to Analyze and Optimize Web Service Composition in Business Service Networks
    Seog-Chan Oh, Dongwon Lee, Soundar Kumara
    Int'l J. of Cases on Electronic Commerce (IJCEC), Vol. 1, No. 4, page 36-56, October 2005 (Invited)
  43. On Six Degrees of Separation in DBLP-DB and More
    Ergin Elmacioglu, Dongwon Lee
    ACM SIGMOD Record, Vol. 34, No. 2, page 33-40, June 2005
  44. Designing Triggers with Trigger-By-Example
    Dongwon Lee, Wenlei Mao, Henry Chiu, Wesley W. Chu
    Knowledge and Information Systems (KAIS), Vol. 7, No 1, page 110-134, January 2005
  45. Towards Intelligent Semantic Caching for Web Sources
    Dongwon Lee, Wesley W. Chu
    J. Intelligent Information System (JIIS), Vol. 17, No. 1, page 23-45, November 2001
  46. CPI: Constraints-Preserving Inlining Algorithm for Mapping XML DTD to Relational Schema
    Dongwon Lee, Wesley W. Chu
    J. Data and Knowledge Engineering (DKE), Vol. 39, No 1, page 3-25, October 2001 (Invited as the best paper of ER 2000)
  47. Comparative Analysis of Six XML Schema Languages
    Dongwon Lee, Wesley W. Chu
    ACM SIGMOD Record, Vol. 29, No. 3, page 76-87, September 2000

Refereed Book Chapters

  1. Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements
    Kai Shu, Suhang Wang, Dongwon Lee, Huan Liu
    Disinformation, Misinformation and Fake News in Social Media (Lecture Notes in Social Networks), March 2020
  2. XML Access Control
    Dongwon Lee, Ting Yu
    Encyclopedia of Database Systems (EDBS), Springer, page 3573-3576, New York, NY, USA, December 2009 (Invited)
  3. Schema Conversions Methods between XML and Relational Models
    Dongwon Lee, Murali Mani, Wesley W. Chu
    Knowledge Transformation for the Semantic Web, IOS Press, page 1-17, Amsterdam, 2003 (Invited)

Refereed Conferences

  1. CAPER: Enhancing Career Trajectory Prediction using Temporal Knowledge Graph and Ternary Relationship
    Yeon-Chang Lee, JaeHyun Lee, Michiharu Yamashita, Dongwon Lee, Sang-Wook Kim
    31st ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD), Toronto, Canada, August 2025
  2. Predicting Eviction Status Using Airbnb Data in the Absence of Ground-Truth Eviction Records
    Maryam Tabar, Anusha Abdulla, J. Andrew Peterson, Dongwon Lee
    The 18th ACM Int'l Conf. on Web Search and Data Mining (WSDM), Hannover, Germany, March 2025
  3. Hotspots of Eviction: Guiding Dual-Track Policy Intervention with Spatial Analysis
    Wooyong Jung, Maryam Tabar, Dongwon Lee
    IEEE Int'l Conf. on Big Data (BigData), Washington DC, December 2024
  4. OpenResume: Advancing Career Trajectory Modeling with Anonymized and Synthetic Resume Datasets
    Michiharu Yamashita, Thanh Tran, Dongwon Lee
    IEEE Int'l Conf. on Big Data (BigData), Washington DC, December 2024
  5. Authorship Obfuscation in Multilingual Machine-Generated Text Detection
    Dominik Macko, Robert Moro, Adaku Uchendu, Ivan Srba, Jason Lucas, Michiharu Yamashita, Nafis Irtiza Tripto, Dongwon Lee, Jakub Simko, Maria Bielikova
    Findings of Conf. on Empirical Methods in Natural Language Processing (EMNLP-Findings), Miami, FL, November 2024
  6. Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM Hallucinations
    Mahjabin Nahar, Haeseung Seo, Eun-Ju Lee, Aiping Xiong, Dongwon Lee
    Conf. on Language Modeling (COLM), Philadelphia, PA, October 2024
  7. TopFormer: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles
    Adaku Uchendu, Thai Le, Dongwon Lee
    European Conf. on Artificial Intelligence (ECAI), Santiago de Compostela, Spain, October 2024
  8. Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector
    Xianren Zhang, Dongwon Lee, Suhang Wang
    European Conf. on Computer Vision (ECCV), Milano, Italy, September 2024
  9. A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts
    Nafis Irtiza Tripto, Saranya Venkatraman, Dominik Macko, Robert Moro, Ivan Srba, Adaku Uchendu, Thai Le, Dongwon Lee
    62nd Annual Meeting of the Asso. for Comp. Linguistics (ACL), Bangkok, Thailand, August 2024
  10. The Strange Case of Jekyll and Hyde: Analysis of r/ToastMe and r/RoastMe Users on Reddit
    Wooyong Jung, Nishant Asati, Phuong (Lucy) Doan, Thai Le, Aiping Xiong, Dongwon Lee
    18th Int'l AAAI Conf. on Web and Social Media (ICWSM), Buffalo, NY, June 2024
  11. Reliability Matters: Exploring the Effect of AI Explanations on Misinformation Detection With a Warning
    Haeseung Seo, Sian Lee, Dongwon Lee, Aiping Xiong
    18th Int'l AAAI Conf. on Web and Social Media (ICWSM), Buffalo, NY, June 2024
  12. GPT-who: An Information Density-based Machine-Generated Text Detector
    Saranya Venkatraman, Adaku Uchendu, Dongwon Lee
    Annual Conf. of the North American Chapter of the Asso. for Comp. Linguistics (NAACL-Findings), Mexico City, Mexico, June 2024
  13. Fake Resume Attacks: Data Poisoning on Online Job Platforms
    Michiharu Yamashita, Thanh Tran, Dongwon Lee
    The ACM Web Conference (WWW), Singapore, May 2024
  14. ALISON: Fast and Effective Stylometric Authorship Obfuscation
    Eric Xing, Saranya Venkatraman, Thai Le, Dongwon Lee
    38th AAAI Conf. on Artificial Intelligence (AAAI), Vancouver, Canada, February 2024
  15. Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation
    Jason Lucas, Adaku Uchendu, Michiharu Yamashita, Jooyoung Lee, Shaurya Rohatgi, Dongwon Lee
    Conf. on Empirical Methods in Natural Language Processing (EMNLP), Singapore, December 2023
  16. MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark
    Dominik Macko, Robert Moro, Adaku Uchendu, Jason Lucas, Michiharu Yamashita, Matus Pikuliak, Ivan Srba, Thai Le, Dongwon Lee, Jakub Simko, Maria Bielikova
    Conf. on Empirical Methods in Natural Language Processing (EMNLP), Singapore, December 2023
  17. UPTON: Preventing Authorship Leakage from Public Text Release via Data Poisoning
    Ziyao Wang, Thai Le, Dongwon Lee
    Findings of Conf. on Empirical Methods in Natural Language Processing (EMNLP-Findings), Singapore, December 2023
  18. HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis
    Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee
    Findings of Conf. on Empirical Methods in Natural Language Processing (EMNLP-Findings), Singapore, December 2023
  19. Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts?
    Adaku Uchendu, Jooyoung Lee, Hua Shen, Thai Le, Ting-Hao Huang, Dongwon Lee
    11th AAAI Conf. on Human Computation and Crowdsourcing (HCOMP), Delft, Netherlands, November 2023
  20. JAMES: Normalizing Job Titles with Multi-Aspect Graph Embeddings and Reasoning
    Michiharu Yamashita, Jia Tracy Shen, Thanh Tran, Hamoon Ekhtiari, Dongwon Lee
    10th IEEE Int'l Conf. on Data Science and Advanced Analytics (DSAA), Thessaloniki, Greece, October 2023
  21. Investigating the Impact of Skill-Related Videos on Online Learning
    Ethan Prihar, Aaron Haim, Jia Tracy Shen, Adam Sales, Dongwon Lee, Xintao Wu, Neil Heffernan
    The ACM Learning at Scale Conf. (L@S), Copenhagen, Denmark, July 2023
  22. Information Operations in Turkey: Manufacturing Resilience with Free Twitter Accounts
    Maya Merhi, Sarah Rajtmajer, Dongwon Lee
    17th Int'l AAAI Conf. on Web and Social Media (ICWSM), Limassol, Cyprus, June 2023
  23. Associative Inference Can Increase People's Susceptibility to Misinformation
    Sian Lee, Haeseung Seo, Dongwon Lee, Aiping Xiong
    17th Int'l AAAI Conf. on Web and Social Media (ICWSM), Limassol, Cyprus, June 2023
  24. Do Language Models Plagiarize?
    Jooyoung Lee, Thai Le, Jinghui Chen, Dongwon Lee
    The ACM Web Conference (WWW), Austin, TX, April 2023
    Acceptance Rate: 19.2% (365/1,900)
  25. CrypText: Database and Interactive Toolkit of Human-Written Text Perturbations in the Wild
    Thai Le, Yiran Ye, Yifan Hu, Dongwon Lee
    39th IEEE Int'l Conf. on Data Engineering (ICDE), Anaheim, CA, April 2023 (Demo)
  26. LANCER: A Lifetime-Aware News Recommender System
    Hong-Kyun Bae, Jeewon Ahn, Dongwon Lee, Sang-Wook Kim
    37th AAAI Conf. on Artificial Intelligence (AAAI), Washington DC, February 2023
    Acceptance Rate: 19.6% (1,721/8,777)
  27. THOR: Self-Supervised Temporal Knowledge Graph Embedding via Three-Tower Graph Convolutional Networks
    Yeon-Chang Lee, JaeHyun Lee, Dongwon Lee, Sang-Wook Kim
    IEEE Int'l Conf. on Data Mining (ICDM), Orlando, FL, November 2022
  28. WARNER: Weakly-Supervised Neural Network to Identify Eviction Filing Hotspots in the Absence of Court Records
    Maryam Tabar, Wooyong Jung, Amulya Yadav, Owen Wilson Chavez, Ashley Flores, Dongwon Lee
    31st ACM Int'l Conf. on Information and Knowledge Management (CIKM), Atlanta, GA, October 2022
  29. Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy
    Maryam Tabar, Wooyong Jung, Amulya Yadav, Owen Wilson Chavez, Ashley Flores, Dongwon Lee
    31st Int'l Joint Conf. on Artificial Intelligence (IJCAI), Vienna, Austria, July 2022
  30. KETCH: Knowledge Graph Enhanced Thread Recommendation in Healthcare Forums
    Limeng Cui, Dongwon Lee
    45th Int'l ACM Conf. on Research and Development in Information Retrieval (SIGIR), Madrid, Spain, July 2022
    Acceptance Rate: 20% (161/794)
  31. If You Have a Reliable Source, Say Something: Effects of Correction Comments on COVID-19 Misinformation
    Haeseung Seo, Aiping Xiong, Sian Lee, Dongwon Lee
    16th Int'l AAAI Conf. on Web and Social Media (ICWSM), Atlanta, GA, June 2022
  32. SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher
    Thai Le, Noseong Park, Dongwon Lee
    60th Annual Meeting of the Asso. for Comp. Linguistics (ACL), Dublin, Ireland, May 2022
  33. Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense
    Thai Le, Jooyoung Lee, Kevin Yen, Yifan Hu, Dongwon Lee
    Findings of 60th Annual Meeting of the Asso. for Comp. Linguistics (ACL-Findings), Dublin, Ireland, May 2022
  34. CAPS: Comprehensible Abstract Policy Summaries for Explaining Reinforcement Learning Agents
    Joe McCalmon, Thai Le, Sarra Alqahtani, Dongwon Lee
    Int'l Conf. on Autonomous Agents and Multiagent Systems (AAMAS), Virtual Event, May 2022
    Acceptance Rate: 26.4% (166/629)
  35. Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning
    Thai Le, Long Tran-Thanh, Dongwon Lee
    The ACM Web Conference (WWW), Virtual Event, April 2022
    Acceptance Rate: 17.7% (323/1,822)
  36. ALLIE: Active Learning on Large-scale Imbalanced Graphs
    Limeng Cui, Xianfeng Tang, Sumeet Katariya, Nikhil Rao, Pallav Agrawal, Karthik Subbian, Dongwon Lee
    The ACM Web Conference (WWW), Virtual Event, April 2022
    Acceptance Rate: 17.7% (323/1,822)
  37. Not All Layers Are Equal: A Layer-Wise Adaptive Approach Toward Large-Scale DNN Training
    Yunyong Ko, Dongwon Lee, Sang-Wook Kim
    The ACM Web Conference (WWW), Virtual Event, April 2022
    Acceptance Rate: 17.7% (323/1,822)
  38. Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors
    Maryam Tabar, Dongwon Lee, David Hughes, Amulya Yadav
    34th Annual Conf. on Innovative Applications of Artificial Intelligence (IAAI), Virtual Event, February 2022
  39. Fairness-aware Bandit-based Recommendation
    Wen Huang, Kevin Labille, Xintao Wu, Dongwon Lee, Neil Heffernan
    IEEE Int'l Conf. on Big Data (BigData), Virtual Event, December 2021
  40. MASCOT: A Quantization Framework for Efficient Matrix Factorization in Recommender Systems
    Yunyong Ko, Jae-Seo Yu, Hong-Kyun Bae, Yongjun Park, Dongwon Lee, Sang-Wook Kim
    21st IEEE Int'l Conf. on Data Mining (ICDM), Virtual Event, December 2021
    Acceptance Rate: 9.9% (98/990)
  41. TuringBench: A Benchmark Environment for Turing Test in the Age of Neural Text Generation
    Adaku Uchendu, Zeyu Ma, Thai Le, Rui Zhang, Dongwon Lee
    Findings of Conf. on Empirical Methods in Natural Language Processing (EMNLP-Findings), Virtual Event, November 2021
  42. (In)effectiveness of Accumulated Correction on COVID-19 Misinformation
    Haeseung Seo, Sian Lee, Aiping Xiong, Dongwon Lee
    American Psychological Association Conf. on Technology, Mind & Society (TMS), Virtual Event, November 2021
  43. ALADDIN: Asymmetric Centralized Training for Distributed Deep Learning
    Yunyong Ko, Kibong Choi, Hyunseung Jei, Dongwon Lee, Sang-Wook Kim
    30th ACM Int'l Conf. on Information and Knowledge Management (CIKM), Virtual Event, November 2021 (Spotlight Presentation)
    Acceptance Rate: 21.7% (271/1,251)
  44. ChamberBreaker: Mitigating the Echo Chamber Effect and Supporting Information Hygiene through a Gamified Inoculation System
    Youngseung Jeon, Bogoan Kim, Aiping Xiong, Dongwon Lee, Kyungsik Han
    24th ACM Conf. on Computer-Supported Cooperative Work and Social Computing (CSCW), Virtual Event, October 2021
  45. A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger's Adversarial Attacks
    Thai Le, Noseong Park, Dongwon Lee
    59th Annual Meeting of the Asso. for Comp. Linguistics (ACL), Virtual Event, October 2021 (Oral)
    Acceptance Rate: 21.3% (713/3350)
  46. CHECKER: Detecting Clickbait Thumbnails with Weak Supervision and Co-Teaching
    Tianyi Xie, Thai Le, Dongwon Lee
    Joint European Conf. on Machine Learning and Principles & Practice of Knowledge Discovery in Databases (ECML-PKDD), Virtual Event, September 2021
    Acceptance Rate: 29% (64/220)
  47. Large-Scale Data-Driven Airline Market Influence Maximization
    Duanshun Li, Jing Liu, Jinsung Jeon, Seoyoung Hong, Thai Le, Dongwon Lee, Noseong Park
    27th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD), Virtual Event, August 2021
    Acceptance Rate: 15.4% (238/1,541)
  48. A PLAN for Tackling the Locust Crisis in East Africa: Harnessing Spatiotemporal Deep Models for Locust Movement Forecasting
    Maryam Tabar, Jared Gluck, Anchit Goyal, Fei Jiang, Derek Morr, Annalyse Kehs, Dongwon Lee, David Hughes, Amulya Yadav
    27th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD), Virtual Event, August 2021
    Acceptance Rate: 19.5% (138/705)
  49. Look Before You Leap: Confirming Edge Signs in Random Walk with Restart for Personalized Node Ranking in Signed Networks
    Won Chang Lee, Yeon-Chang Lee, Dongwon Lee, Sang-Wook Kim
    44th Int'l ACM Conf. on Research and Development in Information Retrieval (SIGIR), Virtual Event, July 2021
    Acceptance Rate: 21% (151/720)
  50. Classifying Math Knowledge Components via Task-Adaptive Pre-Trained BERT
    Jia Tracy Shen, Michiharu Yamashita, Ethan Prihar, Neil Heffernan, Xintao Wu, Sean McGrew, Dongwon Lee
    22nd Int'l Conf. on Artificial Intelligence in Education (AIED), Virtual Event, June 2021
    Acceptance Rate: 24% (40/168)
  51. MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories
    Minjin Choi, Heesoo Park, Sunkyung Lee, Eunseong Choi, Junhyuk Lee, Dongwon Lee, Jongwuk Lee
    Annual Conf. of the North American Chapter of the Asso. for Comp. Linguistics (NAACL), Virtual Event, June 2021
    Acceptance Rate: 26.5% (477/1,797)
  52. Does Clickbait Actually Attract More Clicks? Three Clickbait Studies You Must Read
    Maria Molina, S. Shyam Sundar, Md Main Uddin Rony, Naeemul Hassan, Thai Le, Dongwon Lee
    ACM Conf. on Human Factors in Computing Systems (CHI), Virtual Event, May 2021
    Acceptance Rate: 26.3% (749/2,844)
  53. WILSON: A Divide and Conquer Approach for Fast and Effective News Timeline Summarization
    Yiming Liang, Shuguang Wang, Dongwon Lee
    24th Int'l Conf. on Extending Database Technology (EDBT), Virtual Event, March 2021
  54. Authorship Attribution for Neural Text Generation
    Adaku Uchendu, Thai Le, Kai Shu, Dongwon Lee
    Conf. on Empirical Methods in Natural Language Processing (EMNLP), Virtual Event, November 2020
    Acceptance Rate: 22.4% (754/3,359)
  55. MALCOM: Generating Malicious Comments to Attack Neural Fake News Detection Models
    Thai Le, Suhang Wang, Dongwon Lee
    20th IEEE Int'l Conf. on Data Mining (ICDM), Virtual Event, November 2020
    Acceptance Rate: 9.8% (91/930)
  56. TOMATO: A Topic-Wise Multi-Task Sparsity Model
    Jason (Jiasheng) Zhang, Dongwon Lee
    29th ACM Int'l Conf. on Information and Knowledge Management (CIKM), Virtual Event, October 2020
    Acceptance Rate: 20.9% (193/920)
  57. PROMO for Interpretable Personalized Social Emotion Mining
    Jason (Jiasheng) Zhang, Dongwon Lee
    Joint European Conf. on Machine Learning and Principles & Practice of Knowledge Discovery in Databases (ECML-PKDD), Virtual Event, September 2020
    Acceptance Rate: 19% (131/687)
  58. GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model’s Prediction
    Thai Le, Suhang Wang, Dongwon Lee
    26th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD), Virtual Event, August 2020
    Acceptance Rate: 16.9% (216/1,279)
  59. DETERRENT: Knowledge Guided Graph Attention Network for Detecting Healthcare Misinformation
    Limeng Cui, Haeseung Seo, Maryam Tabar, Fenglong Ma, Suhang Wang, Dongwon Lee
    26th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD), Virtual Event, August 2020
    Acceptance Rate: 16.9% (216/1,279)
  60. Identifying Homeless Youth At-Risk of Substance Use Disorder: Data-Driven Insights for Policymakers
    Maryam Tabar, Heesoo Park, Stephanie Winkler, Dongwon Lee, Anamika Barman-Adhikari, Amulya Yadav
    26th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD), Virtual Event, August 2020
    Acceptance Rate: 16% (121/756)
  61. Gatekeeper: Analyzing G-Indexes and Improving Service Quantification
    Jingtao Han, Spyke Krepshaw, Dongwon Lee
    20th ACM/IEEE Joint Conf. on Digital Libraries (JCDL), Virtual Event, August 2020
  62. Beyond Cognitive Ability: Susceptibility to Fake News Is Also Explained by Associative Inference
    Sian Lee, Haeseung Seo, Joshua Forrest, Dongwon Lee, Jessica Strait, Aiping Xiong
    ACM Conf. on Human Factors in Computing Systems (CHI), April 2020 (Extended Abstract)
  63. Understanding Emotions in SNS Images From Posters' Perspectives
    Junho Song, Kyungsik Han, Sang-Wook Kim, Dongwon Lee
    35th ACM/SIGAPP Symp. On Applied Computing (SAC), Virtual Event, March 2020
  64. CONAN: Complementary Pattern Augmentation for Rare Disease Detection
    Limeng Cui, Siddharth Biswal, Lucas Glass, Greg Lever, Jimeng Sun, Cao Xiao
    34th AAAI Conf. on Artificial Intelligence (AAAI), New York, NY, February 2020
  65. Predicting Influence Probabilities using Graph Convolutional Networks
    Jing Liu, Yudi Chen, Duanshun Li, Noseong Park, Kisung Lee, Dongwon Lee
    IEEE Int'l Conf. on Big Data (BigData), Los Angeles, CA, December 2019
    Acceptance Rate: 19.2% (106/550)
  66. PathFinder: Graph-based Itemset Embedding for Learning Course Recommendation and Beyond
    Jason (Jiasheng) Zhang, Thai Le, Yiming Liao, Dongwon Lee
    19th IEEE Int'l Conf. on Data Mining (ICDM), Beijing, China, November 2019 (Demo)
  67. dEFEND: A System for Explainable Fake News Detection
    Limeng Cui, Kai Shu, Suhang Wang, Dongwon Lee, Huan Liu
    28th ACM Int'l Conf. on Information and Knowledge Management (CIKM), Beijing, China, November 2019 (Demo)
  68. Characterizing Man-made vs. Machine-made Chatbot Dialogs
    Adaku Uchendu, Jeffrey Cao, Qiaozhi Wang, Bo Luo, Dongwon Lee
    Int'l Conf. on Truth and Trust Online (TTO), London, UK, October 2019
  69. Characterization and Early Detection of Evergreen News Articles
    Yiming Liao, Shuguang Wang, Eui-Hong (Sam) Han, Jongwuk Lee, Dongwon Lee
    Joint European Conf. on Machine Learning and Principles & Practice of Knowledge Discovery in Databases (ECML-PKDD), Würzburg, Germany, September 2019
    Acceptance Rate: 17.7% (130/734)
  70. Gatekeeper: Quantifying the Impacts of Service to the Scientific Community
    Spyke Krepshaw, Dongwon Lee
    23rd Int'l Conf. on Theory and Practice of Digital Libraries (TPDL), Oslo, Norway, September 2019
  71. 5 Sources of Clickbaits You Should Know! Using Synthetic Clickbaits to Improve Prediction and Distinguish between Bot-Generated and Human-Written Headlines
    Thai Le, Kai Shu, Maria Molina, Dongwon Lee, S. Shyam Soundar, Huan Liu
    IEEE/ACM Int'l Conf. on Social Networks Analysis and Mining (ASONAM), Vancouver, Canada, August 2019
    Acceptance Rate: 14.3% (41/286)
  72. SAME: Sentiment-Aware Multi-Modal Embedding for Detecting Fake News
    Limeng Cui, Suhang Wang, Dongwon Lee
    IEEE/ACM Int'l Conf. on Social Networks Analysis and Mining (ASONAM), Vancouver, Canada, August 2019
    Acceptance Rate: 14.3% (41/286)
  73. dEFEND: Explainable Fake News Detection
    Kai Shu, Limeng Cui, Suhang Wang, Dongwon Lee, Huan Liu
    25th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD), Anchorage, AK, August 2019
    Acceptance Rate: 17.8% (321/1,808)
  74. Trust It or Not: Effects of Machine-Learning Warnings in Helping Individuals Mitigate Misinformation
    Haeseung Seo, Aiping Xiong, Dongwon Lee
    11th Int'l ACM Web Science Conf. (WebSci), Boston, MA, July 2019
  75. A Reverse Turing Test for Detecting Machine-Made Texts
    Jialin Shao, Adaku Uchendu, Dongwon Lee
    11th Int'l ACM Web Science Conf. (WebSci), Boston, MA, July 2019
  76. How Gullible Are You? Predicting Susceptibility to Fake News
    Jia Tracy Shen, Robert Cowell, Adita Gupta, Thai Le, Amulya Yadav, Dongwon Lee
    11th Int'l ACM Web Science Conf. (WebSci), Boston, MA, July 2019
  77. Arcana: Enabling Private Posts on Public Microblog Platforms
    Anirudh Narasimman, Qiaozhi Wang, Fengjun Li, Dongwon Lee, Bo Luo
    34th IFIP Int'l Conf. on Systems Security and Privacy Protection (SEC), Lisbon, Portugal, June 2019
  78. Constrained Local Graph Clustering by Colored Random Walk
    Yaowei Yan, Yuchen Bian, Dongsheng Luo, Dongwon Lee, Xiang Zhang
    29th The Web Conference (WWW), San Francisco, CA, May 2019
    Acceptance Rate: 18% (225/1,247)
  79. Deep Headline Generation for Clickbait Detection
    Kai Shu, Suhang Wang, Thai Le, Dongwon Lee, Huan Liu
    18th IEEE Int'l Conf. on Data Mining (ICDM), Singapore, November 2018
    Acceptance Rate: 8.86% (84/948)
  80. Regularizing Matrix Factorization with User and Item Embeddings for Recommendation
    Thanh Tran, Kyumin Lee, Yiming Liao, Dongwon Lee
    27th ACM Int'l Conf. on Information and Knowledge Management (CIKM), Turin, Italy, October 2018
    Acceptance Rate: 17% (147/862)
  81. My Friend Leaks My Privacy: Modeling and Analyzing Privacy in Social Networks
    Lingjing Yu, Sri Mounica Motipalli, Dongwon Lee, Peng Liu, Heng Xu, Qingyun Liu, Jianlong Tan, Bo Luo
    23rd ACM Symposium on Access Control Models and Technologies (SACMAT), Indianapolis, IN, June 2018
  82. Task Relevance and Diversity as Worker Motivation in Crowdsourcing
    Julien Pilourdault, Sihem Amer-Yahia, Senjuti Roy, Dongwon Lee
    34th IEEE Int'l Conf. on Data Engineering (ICDE), Paris, France, April 2018
    Acceptance Rate: 23% (98/424)
  83. ROAR: Robust Label Ranking for Social Emotion Mining
    Jason (Jiasheng) Zhang, Dongwon Lee
    32nd AAAI Conf. on Artificial Intelligence (AAAI), New Orleans, LA, February 2018
    Acceptance Rate: 24.6% (933/3,800)
  84. gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items
    Yeon-Chang Lee, Sang-Wook Kim, Dongwon Lee
    32nd AAAI Conf. on Artificial Intelligence (AAAI), New Orleans, LA, February 2018
    Acceptance Rate: 24.6% (933/3,800)
  85. Understanding Temporal Backing Patterns in Online Crowdfunding Communities
    Yiming Liao, Thanh Tran, Dongwon Lee, Kyumin Lee
    9th Int’l ACM Web Science Conf. (WebSci), Troy, NY, June 2017
  86. Stateless Puzzles for Real Time Online Fraud Preemption
    Mizanur Rahman, Ruben Recabarren, Bogdan Carbunar, Dongwon Lee
    9th Int’l ACM Web Science Conf. (WebSci), Troy, NY, June 2017
  87. Wearing Many (Social) Hats: How Different are Your Different Social Network Personae?
    Changtao Zhong, Hau-wen Chang, Dmytro Karamshuk, Dongwon Lee, Nishanth Sastry
    11th Int'l AAAI Conf. on Web and Social Media (ICWSM), Montreal, Canada, May 2017
    Acceptance Rate: 13.7% (49/357)
  88. Motivation-Aware Task Assignment in Crowdsourcing
    Julien Pilourdault, Sihem Amer-Yahia, Dongwon Lee, Senjuti Roy
    20th Int'l Conf. on Extending Database Technology (EDBT), Venice, Italy, March 2017
    Acceptance Rate: 22% (37/168)
  89. Uncovering Fake Likers in Online Social Networks
    Prudhvi Ratna Badri Satya, Kyumin Lee, Dongwon Lee, Thanh Tran, Jason (Jiasheng) Zhang
    25th ACM Int'l Conf. on Information and Knowledge Management (CIKM), Indianapolis, IN, October 2016
  90. Teens Engage More with Fewer Photos: Temporal and Comparative Analysis on Behaviors in Instagram
    Jin Yea Jang, Kyungsik Han, Dongwon Lee, Haiyan Jia, Patrick C. Shih
    27th ACM Conf. on Hypertext and Social Media (HT), Halifax, Canada, July 2016
    Acceptance Rate: 29.6%
  91. "Teens are from Mars, Adults are from Venus": Analyzing and Predicting Age Groups with Behavioral Characteristics in Instagram
    Kyungsik Han, Sanghack Lee, Jin Yea Jang, Yong Jung, Dongwon Lee
    8th Int’l ACM Web Science Conf. (WebSci), Hannover, Germany, May 2016
    Acceptance Rate: 18.6%
  92. "Told You I Didn't Like It": Exploiting Uninteresting Items for Effective Collaborative Filtering
    Won-Seok Hwang, Juan Parc, Sang-Wook Kim, Jongwuk Lee, Dongwon Lee
    32nd IEEE Int'l Conf. on Data Engineering (ICDE), Helsinki, Finland, May 2016
    Acceptance Rate: 25% (99/395)
  93. CrowdSky: Skyline Computation with Crowdsourcing
    Jongwuk Lee, Dongwon Lee, Sang-Wook Kim
    19th Int'l Conf. on Extending Database Technology (EDBT), Bordeaux, France, March 2016
    Acceptance Rate: 27% (38/137)
  94. No Reciprocity in "Liking" Photos: Analyzing Like Activities in Instagram
    Jin Yea Jang, Kyungsik Han, Dongwon Lee
    26th ACM Conf. on Hypertext and Social Media (HT), Cyprus, September 2015
  95. Generation LIKE: Comparative Characteristics in Instagram
    Jin Yea Jang, Kyungsik Han, Patrick C. Shih, Dongwon Lee
    ACM Conf. on Human Factors in Computing Systems (CHI), Seoul, Korea, April 2015
    Acceptance Rate: 23% (494/2150)
  96. Exploring Tag-based Like Networks
    Kyungsik Han, Jin Yea Jang, Dongwon Lee
    ACM Conf. on Human Factors in Computing Systems (CHI), Seoul, Korea, April 2015 (Extended Abstract)
    Acceptance Rate: 45.3% (240/529)
  97. Recommendation of Newly Published Research Papers using Belief Propagation
    Jiwoon Ha, Soon-Hyoung Kwon, Sang-Wook Kim, Dongwon Lee
    ACM Research in Adaptive and Convergent Systems (RACS) , Baltimore, MD, October 2014
  98. Quantifying Political Legitimacy from Twitter
    Haibin Liu, Dongwon Lee
    Int'l Conf. on Social Computing, Behavioral Modeling, and Prediction (SBP), Washington DC, USA, April 2014
    Acceptance Rate: 22.8% (23/101)
  99. On Handling Textual Errors in Latent Document Modeling
    Tao Yang, Dongwon Lee
    22nd ACM Int'l Conf. on Information and Knowledge Management (CIKM), Burlingame, CA, USA, October 2013
    Acceptance Rate: 16.8% (143/848)
  100. Steeler Nation, 12th Man, and Boo Birds: Classifying Twitter User Interests using Time Series
    Tao Yang, Dongwon Lee, Su Yan
    IEEE/ACM Int'l Conf. on Advances in Social Networks Analysis and Mining (ASONAM), Niagara Falls, Canada, August 2013
    Acceptance Rate: 12.8% (54/422)
  101. Sentiment and Topic Analysis on Social Media: A Multi-Task Multi-Label Classification Approach
    Shu Huang, Wei Peng, Jingxuan Li, Dongwon Lee
    ACM Web Science Conf. (WebSci), Paris, France, May 2013
  102. Location Type Classification Using Tweet Content
    Haibin Liu, Bo Luo, Dongwon Lee
    11th IEEE Int'l Conf. on Machine Learning and Applications (ICMLA), Boca Raton, FL, USA, December 2012
  103. Predicting Aggregate Social Activities using Continuous-Time Stochastic Process
    Shu Huang, Min Chen, Bo Luo, Dongwon Lee
    21st ACM Int'l Conf. on Information and Knowledge Management (CIKM), Maui HI, USA, October 2012
    Acceptance Rate: 13.4% (146/1088)
  104. Characterizing Landing Pages in Sponsored Search
    Haibin Liu, Woo-Cheol Kim, Dongwon Lee
    8th Latin American Web Congress (LA-WEB), Cartagena, Colombia, October 2012
  105. Toward Mobile-Friendly Libraries: The Status Quo
    Dongwon Lee
    16th Int'l Conf. on Theory and Practice of Digital Libraries (TPDL), Paphos, Cyprus, September 2012
    Acceptance Rate: 18% (23/128)
  106. @Phillies Tweeting from Philly? Predicting Twitter User Locations with Spatial Word Usage
    Hau-Wen Chang, Dongwon Lee, Mohammed Eltaher, Jeongkyu Lee
    IEEE/ACM Int'l Conf. on Advances in Social Networks Analysis and Mining (ASONAM), Istanbul, Turkey, August 2012
  107. Large-Scale Longitudinal Analysis of SOAP-Based and RESTful Web Services
    Wei Jiang, Dongwon Lee, Songlin Hu
    19th IEEE Int'l Conf. on Web Services (ICWS), Honolulu HI, USA, June 2012
    Acceptance Rate: 17% (30/180)
  108. Continuous Query for QoS-Aware Automatic Service Composition
    Wei Jiang, Songlin Hu, Dongwon Lee, Shuai Gong, Zhiyong Liu
    19th IEEE Int'l Conf. on Web Services (ICWS), Honolulu HI, USA, June 2012
    Acceptance Rate: 17% (30/180)
  109. Exploring Activity Features in Predicting Social Network Evolution
    Shu Huang, Dongwon Lee
    10th IEEE Int'l Conf. on Machine Learning and Applications (ICMLA), Honolulu, HI, USA, December 2011
  110. Towards Noise-Resilient Document Modeling
    Tao Yang, Dongwon Lee
    20th ACM Int'l Conf. on Information and Knowledge Management (CIKM), Glasgow, Scotland, October 2011
  111. Privacy-Preserving Group Linkage
    Fengjun Li, Yuxin Chen, Bo Luo, Dongwon Lee, Peng Liu
    23rd Int'l Conf. on Scientific and Statistical Database Management (SSDBM), Portland, OR, July 2011
  112. Game-based InfoSec Education Using OpenSim
    Jungwoo Ryoo, Angsana Techatassanasoontorn, Dongwon Lee, Jeremy Lothian
    15th Colloquium for Information Systems Security Education (CISSE), Fairborn, OH, June 2011
  113. CostCo: Robust Content and Structure Constrained Clustering of Networked Documents
    Su Yan, Dongwon Lee, Alex Wang
    12th Int'l Conf. on Intelligent Text Processing and Computational Linguistics (CICLing), Tokyo, Japan, February 2011
    Acceptance Rate: 24% (47/298)
  114. Comparative Study on Subject Classification of Academic Videos using Noisy Transcripts
    Hau-Wen Chang, Hung-sik Kim, Shuyang Li, Jeongkyu Lee, Dongwon Lee
    IEEE Int'l Conf. on Semantic Computing (ICSC), Pittsburgh, PA, September 2010
  115. DSP: Robust Semi-Supervised Dimensionality Reduction using Dual Subspace Projections
    Su Yan, Sofien Bouaziz, Dongwon Lee
    IEEE/WIC/ACM Int'l Conf. on Web Intelligences (WI), Toronto, Canada, September 2010
    Acceptance Rate: 16.6% (52/313)
  116. What is Opinion About? Exploring Political Standpoints using Opinion Scoring Model
    Bi Chen, Leilei Zhu, Daniel Kifer, Dongwon Lee
    24th AAAI Conf. on Artificial Intelligence (AAAI), Atlanta, GA, July 2010
    Acceptance Rate: 26.9% (264/982)
  117. HARRA: Fast Iterative Hashed Record Linkage for Large-Scale Data Collections
    Hung-sik Kim, Dongwon Lee
    13th Int'l Conf. on Extending Database Technology (EDBT), Lausanne, Switzerland, March 2010
    Acceptance Rate: 18% (54/307)
  118. BASIL: Effective Near-Duplicate Image Detection using Gene Sequence Alignment
    Hung-sik Kim, Hau-Wen Chang, Jeongkyu Lee, Dongwon Lee
    The 32nd European Conf. on Information Retrieval (ECIR), Milton Keynes, UK, March 2010
    Acceptance Rate: 22%
  119. BIM: Image Matching using Biological Gene Sequence Alignment
    Hung-sik Kim, Hau-Wen Chang, Haibin Liu, Jeongkyu Lee, Dongwon Lee
    IEEE Int'l Conf. on Image Processing (ICIP), Cairo, Egypt, November 2009
  120. Efficient Abstraction and Refinement for Behavioral Description Based Web Service Composition
    Hyunyoung Kil, Wonhong Nam, Dongwon Lee
    21st Int'l Joint Conf. on Artificial Intelligence (IJCAI), Pasadena, CA, USA, July 2009
    Acceptance Rate: 25.7% (331/1290)
  121. Automatic Web Service Composition with Abstraction and Refinement
    Hyunyoung Kil, Wonhong Nam, Dongwon Lee
    Int'l World Wide Web Conf. (WWW), Madrid, Spain, April 2009
  122. Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces
    Su Yan, Hai Wang, Dongwon Lee, C. Lee Giles
    13th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand, April 2009
    Acceptance Rate: 21.3% (72/338)
  123. DL2Go: Editable Digital Libraries in the Pocket
    Hyunyoung Kil, Wonhong Nam, Dongwon Lee
    Int'l Conf. on Asia-Pacific Digital Libraries (ICADL), Bali, Indonesia, December 2008
  124. Defending against Attribute-Correlation Attacks in Privacy-Aware Information Brokering
    Fengjun Li, Bo Luo, Peng Liu, Anna Squicciarini, Dongwon Lee, Chao-Hsien Chu
    Int'l Conf. on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), Orlando, FL, USA, November 2008
  125. Computational Complexity of Web Service Composition Based on Behavioral Descriptions
    Hyunyoung Kil, Wonhong Nam, Dongwon Lee
    20th IEEE Int'l Conf. on Tools with Artificial Intelligence (ICTAI), Dayton, OH, USA, November 2008
  126. Video Linkage: Group Based Copied Video Detection
    Hung-sik Kim, Jeongkyu Lee, Haibin Liu, Dongwon Lee
    ACM Int'l Conf. on Image and Video Retrieval (CIVR), Niagara Falls, Canada, July 2008
    Acceptance Rate: 34% (42/123)
  127. Type-Aware Web-Service Composition using Boolean Satisfiability Solver
    Wonhong Nam, Hyunyoung Kil, Dongwon Lee
    IEEE Int'l Conf. on e-Technology, e-Commerce and e-Service (EEE), Washington DC, USA, July 2008
  128. A Web Service Composition Framework using Integer Programming with Non-Functional Objectives and Constraints
    Jung-Woon Yoo, Soundar Kumara, Dongwon Lee, Seog-Chan Oh
    IEEE Int'l Conf. on e-Technology, e-Commerce and e-Service (EEE), Washington DC, USA, July 2008
    (Second Runner-up for Web Services Challenge Performance Track)
  129. The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics
    Steven Bird, Robert Dale, Bonnie Dorr, Bryan Gibson, Mark Joseph, Min-Yen Kan, Dongwon Lee, Brett Powley, Dragomir Radev, Yee Fan Tan
    Int'l Conf. on Language Resources and Evaluation (LREC), Marrakech, Morocco, May 2008
  130. Parallel Linkage
    Hung-sik Kim, Dongwon Lee
    16th ACM Int'l Conf. on Information and Knowledge Management (CIKM), Lisbon, Portugal, November 2007
    Acceptance Rate: 17% (86/512)
  131. HICCUP: Hierarchical Clustering Based Value Imputation using Heterogeneous Gene Expression Microarray Datasets
    Qiankun Zhao, Prasenjit Mitra, Dongwon Lee, Jaewoo Kang
    7th IEEE Int'l Symp. on BioInformatics and BioEngineering (BIBE), Boston, MA, USA, October 2007
    Acceptance Rate: 13% (65/500)
  132. Automaton Segmentation: A New Approach to Preserve Privacy in XML Information Brokering
    Fengjun Li, Bo Luo, Peng Liu, Dongwon Lee, Chao-Hsien Chu
    14th ACM Conf. on Computer and Communication Security (CCS), Alexandria, VA, USA, October 2007
    Acceptance Rate: 18% (55/303)
  133. Pragmatic XML Access Control using Off-the-shelf RDBMS
    Bo Luo, Dongwon Lee, Peng Liu
    12th European Symposium On Research In Computer Security (ESORICS), Dresden, Germany, September 2007
    Acceptance Rate: 23% (39/164)
  134. Semantic Web-Service Discovery and Composition Using Flexible Parameter Matching
    Seog-Chan Oh, Jung-Woon Yoo, Hyunyoung Kil, Dongwon Lee, Soundar Kumara
    IEEE Int'l Conf. on e-Technology, e-Commerce and e-Service (EEE), page 533-542, Tokyo, Japan, July 2007
    (Second Runner-up for Web Services Challenge Architecture Track)
  135. Measuring Conference Quality by Mining Program Committee Characteristics
    Ziming Zhuang, Ergin Elmacioglu, Dongwon Lee, C. Lee Giles
    ACM/IEEE Joint Conf. on Digital Libraries (JCDL), page 225-234, Vancouver, BC, Canada, June 2007
    Acceptance Rate: 33% (44/131)
  136. Toward Alternative Measures for Ranking Venues: A Case of Database Research Community
    Su Yan, Dongwon Lee
    ACM/IEEE Joint Conf. on Digital Libraries (JCDL), page 235-244, Vancouver, BC, Canada, June 2007
    Acceptance Rate: 33% (44/131)
  137. Adaptive Sorted Neighborhood Methods for Efficient Record Linkage
    Su Yan, Dongwon Lee, Min-Yen Kan, C. Lee Giles
    ACM/IEEE Joint Conf. on Digital Libraries (JCDL), page 185-194, Vancouver, BC, Canada, June 2007
    Acceptance Rate: 33% (44/131)
  138. Scalable Name Disambiguation using Multi-level Graph Partition
    Byung-Won On, Dongwon Lee
    SIAM Int'l Conf. on Data Mining (SDM), page 575-580, Minneapolis, MN, USA, April 2007
    Acceptance Rate: 25% (75/300)
  139. Group Linkage
    Byung-Won On, Nick Koudas, Dongwon Lee, Divesh Srivastava
    IEEE 23rd Int'l Conf. on Data Engineering (ICDE), page 496-505, Istanbul, Turkey, April 2007
    Acceptance Rate: 18% (122/659)
  140. Security-Conscious XML Indexing
    Yan Xiao, Bo Luo, Dongwon Lee
    12th Int'l Conf. on Database Systems for Advanced Applications (DASFAA), page 949-954, Bangkok, Thailand, April 2007
    Acceptance Rate: 29.6% (111/375)
  141. Incremental Adaptation of XPath Access Control Views
    Padmapriya Ayyagari, Prasenjit Mitra, Dongwon Lee, Peng Liu, Wang-Chien Lee
    ACM Symp. on Information, Computer and Communications Security (ASIACCS), page 105-116, Singapore, March 2007
    Acceptance Rate: 18% (32/182)
  142. Improving Grouped-Entity Resolution using Quasi-Cliques
    Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei
    IEEE Int'l Conf. on Data Mining (ICDM), page 1008-1015, Hong Kong, China, December 2006
    Acceptance Rate: 19% (152/800)
  143. WSBen: A Web Services Discovery and Composition Benchmark
    Seog-Chan Oh, Hyunyoung Kil, Dongwon Lee, Soundar Kumara
    IEEE Int'l Conf. on Web Services (ICWS), page 239-246, Chicago, IL, USA, September 2006
    Acceptance Rate: 18% (48/261)
  144. Multivariate Stream Data Classification Using Simple Text Classifiers
    Sungbo Seo, Jaewoo Kang, Dongwon Lee, Keun Ho Ryu
    17th Int'l Conf. on Database and Expert Systems Applications (DEXA), page 420-429, Krakow, Poland, September 2006
    Acceptance Rate: 23% (90/388)
  145. Algorithms for Web Services Discovery and Composition based on Syntactic and Semantic Service Descriptions
    Seog-Chan Oh, Hyunyoung Kil, Dongwon Lee, Soundar Kumara
    IEEE Int'l Conf. on e-Technology, e-Commerce and e-Service (EEE), page 66-69, San Fransico, CA, USA, June 2006 (Web Services Challenge Competiton)
  146. An Effective Approach to Entity Resolution Problem Using Quasi-Clique and its Application to Digital Libraries
    Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei
    ACM/IEEE Joint Conf. on Digital Libraries (JCDL), page 51-52, Chapel Hill, NC, USA, June 2006
  147. Search Engine Driven Author Disambiguation
    Yee Fan Tan, Min-Yen Kan, Dongwon Lee
    ACM/IEEE Joint Conf. on Digital Libraries (JCDL), page 314-315, Chapel Hill, NC, USA, June 2006
  148. OpenArXiv = arXiv + RDBMS + Web Services
    Justin Fisher, Hyunyoung Kil, Dongwon Lee
    ACM/IEEE Joint Conf. on Digital Libraries (JCDL), page 374, Chapel Hill, NC, USA, June 2006 (Demo)
  149. In-broker Access Control: Towards Efficient End-to-End Performance of Information Brokerage Systems
    Fengjun Li, Bo Luo, Peng Liu, Dongwon Lee, Prasenjit Mitra, Wang-Chien Lee, Chao-Hsien Chu
    IEEE Int'l Conf. on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC), page 252-259, Taichung, Taiwan, June 2006
    Acceptance Rate: 25% (50/210)
  150. Establishing Value Mappings Using Statistical Models and User Feedback
    Jaewoo Kang, Tae Sik Han, Dongwon Lee, Prasenjit Mitra
    14th ACM Int'l Conf. on Information and Knowledge Management (CIKM), page 68-75, Bremen, Germany, November 2005
    Acceptance Rate: 18% (76/425)
  151. Identifying Value Mappings for Data Integration: an Unsupervised Approach
    Jaewoo Kang, Dongwon Lee, Prasenjit Mitra
    6th International Conf. on Web Information Systems Engineering (WISE), page 544-551, New York, NY, USA, November 2005
    Acceptance Rate: 21%
  152. An Efficient Location Encoding Method Based on Hierarchical Administrative District
    SangYoon Lee, Sanghyun Park, Woo-Cheol Kim, Dongwon Lee
    16th Int'l Conf. on Database and Expert Systems Applications (DEXA), page 890-899, Copenhagen, Denmark, August 2005
    Acceptance Rate: 23% (92/390)
  153. Flexible Web Services Discovery and Composition using SATPlan and A* Algorithms
    Seog-Chan Oh, Dongwon Lee, Soundar Kumara
    Modeling Decisions for Artificial Intelligence Conf. (MDAI), Tsukuba, Japan, July 2005
  154. Comparative Study of Name Disambiguation Problem using a Scalable Blocking-based Framework
    Byung-Won On, Dongwon Lee, Jaewoo Kang, Prasenjit Mitra
    ACM/IEEE Joint Conf. on Digital Libraries (JCDL), page 344-353, Denver, CO, USA, June 2005
    Acceptance Rate: 21% (59/270)
  155. Pollock: Automatic Generation of Virtual Web Services from Web Sites
    Yi-Hsuan Lu, Yoojin Hong, Jinesh Varia, Dongwon Lee
    20th ACM Symp. on Applied Computing (SAC), page 1650-1655, Santa Fe, NM, USA, March 2005
    Acceptance Rate: 36% (275/764)
  156. BF*: Web Services Discovery and Composition as Graph Search Problem
    Seog-Chan Oh, Byung-Won On, Eric J. Larson, Dongwon Lee
    IEEE Int'l Conf. on e-Technology, e-Commerce and e-Service (EEE), page 784-786, Hong Kong, China, March 2005
    Acceptance Rate: 21% (62/297) (First Runner-up for Web Services Composition Competition @ IEEE ICEBE 2005)
  157. PaSE: Locating Online Copy of Scientific Documents Effectively
    Byung-Won On, Dongwon Lee
    7th Int'l Conf. of Asian Digital Libraries (ICADL), page 408-418, Shanghai, China, December 2004
    Acceptance Rate: 16% (59/359)
  158. QFilter: Fine-Grained Run-Time XML Access Control via NFA-based Query Rewriting
    Bo Luo, Dongwon Lee, Wang-Chien Lee, Peng Liu
    13th ACM Int'l Conf. on Information and Knowledge Management (CIKM), page 543-552, Washington DC, USA, November 2004
    Acceptance Rate: 19% (60/303)
  159. System Support for Name Authority Control Problem in Digital Libraries: OpenDBLP Approach
    Yoojin Hong, Byung-Won On, Dongwon Lee
    8th European Conf. on Digital Libraries (ECDL), page 134-144, Bath, UK, September 2004
    Acceptance Rate: 29% (43/148)
  160. Counting Relaxed Twig Matches in a Tree
    Dongwon Lee, Divesh Srivastava
    9th Int'l Conf. on Database Systems for Advanced Applications (DASFAA), page 88-99, Jeju Island, Korea, March 2004
    Acceptance Rate: 22% (60/272)
  161. Supporting XML Security Models using Relational Databases: A Vision
    Dongwon Lee, Wang-Chien Lee, Peng Liu
    XML Database Symposium (XSym), page 267-281, Berlin, Germany, September 2003
    Acceptance Rate: 27% (18/65)
  162. NeT & CoT: Translating Relational Schemas to XML Schemas using Semantic Constraints
    Dongwon Lee, Murali Mani, Frank Chiu, Wesley W. Chu
    11th ACM Int'l Conf. on Information and Knowledge Management (CIKM), McLean, VA, USA, November 2002
    Acceptance Rate: 24% (73/300)
  163. NeT & CoT: Inferring XML Schemas from Relational World
    Dongwon Lee, Murali Mani, Frank Chiu, Wesley W. Chu
    18th IEEE Int'l Conf. on Data Engineering (ICDE), San Jose, CA, USA, February 2002
    Acceptance Rate: 19% (54/287)
  164. Semantic Data Modeling using XML Schemas
    Murali Mani, Dongwon Lee, Richard D. Muntz
    Int'l Conf. on Conceptual Modeling (ER), Yokohama, Japan, November 2001
    Acceptance Rate: 21% (39/182)
  165. Taxonomy of XML Schema Languages using Formal Language Theory
    Makoto Murata, Dongwon Lee, Murali Mani
    Extreme Markup Languages, Montreal, Canada, August 2001
  166. Constraints-preserving Transformation from XML Document Type Definition to Relational Schema
    Dongwon Lee, Wesley W. Chu
    Int'l Conf. on Conceptual Modeling (ER), Salt Lake City, UT, USA, October 2000
    Acceptance Rate: 26% (37/140) (Best Paper Award)
  167. TBE: Trigger-By-Example
    Dongwon Lee, Wenlei Mao, Wesley W. Chu
    Int'l Conf. on Conceptual Modeling (ER), Salt Lake City, UT, USA, October 2000
    Acceptance Rate: 26% (37/140)
  168. TBE: A Graphical Interface for Writing Trigger Rules in Active Databases
    Dongwon Lee, Wenlei Mao, Henry Chiu, Wesley W. Chu
    5th IFIP 2.6 Working Conf. on Visual Database Systems (VDB), Fukuoka, Japan, May 2000
  169. Semantic Caching via Query Matching for Web Sources
    Dongwon Lee, Wesley W. Chu
    8th ACM Int'l Conf. on Information and Knowledge Management (CIKM), Kansas City, MO, USA, November 1999
    Acceptance Rate: 40% (69/172)
  170. Generating Advanced Query Interfaces
    Dongwon Lee, Divesh Srivastava, Dimitra Vista
    7th Int'l World Wide Web Conf. (WWW), Australia, April 1998

Refereed Workshops

  1. ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions
    Aashish Anantha Ramakrishnan, Sharon X. Huang, Dongwon Lee
    ACL 3rd Workshop on Advances in Language and Vision Research (ALVR), Bangkok, Thailand, August 2024
  2. Imputing Knowledge Tracing Data with Subject-Based Training via LSTM Variational Autoencoders
    Jia Tracy Shen, Dongwon Lee
    AAAI Workshop on AI for Education (AI4Ed), Washington DC, February 2023
  3. Fairness in Job Recommendation under Quantity Constraints
    Yunqi Li, Michiharu Yamashita, Hanxiong Chen, Dongwon Lee, Yongfeng Zhang
    AAAI Workshop on AI for Web Advertising, Washington DC, February 2023
  4. Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands
    Jason Lucas, Limeng Cui, Thai Le, Dongwon Lee
    ACL Workshop on Combating Online Hostile Posts in Regional Languages during Emergency Situation (CONSTRAINT), Dublin, Ireland, May 2022
  5. Looking Further into the Future: Career Pathway Prediction
    Michiharu Yamashita, Yunqi Li, Thanh Tran, Yongfeng Zhang, Dongwon Lee
    ACM WSDM Workshop on Computational Jobs Marketplace, Virtual Event, February 2022
  6. MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education
    Jia Tracy Shen, Michiharu Yamashita, Ethan Prihar, Neil Heffernan, Xintao Wu, Ben Graff, Dongwon Lee
    NeurIPS Workshop on Math AI for Education (MathAI4Ed), Virtual Event, December 2021
    (Best Paper)
  7. Human-Powered Blocking in Entity Resolution: A Feasibility Study
    Weiling Li, Jongwuk Lee, Dongwon Lee
    KDD Int'l Workshop on Multimodal Crowd Sensing (CrowdSens), New York, NY, August 2014
  8. Alleviating the Sparsity in Collaborative Filtering using Crowdsourcing
    Jongwuk Lee, Myungha Jang, Dongwon Lee, Won-Seok Hwang, Jiwon Hong, Sang-Wook Kim
    ACM RecSys Int'l Workshop on Crowdsourcing and Human Computation for Recommender Systems (CrowdRec), Hong Kong, China, October 2013
  9. Using Co-views Information to Learn Lecture Recommendations
    Haibin Liu, Sujatha Das Gollapalli, Dongwon Lee, Prasenjit Mitra, C. Lee Giles
    ECML/PKDD Discovery Challenge Workshop, September 2011
  10. T3: On Mapping Text To Time Series
    Tao Yang, Dongwon Lee
    The Alberto Mendelzon Int'l Workshop on Foundations of Data Management (AMW), Arequipa, Peru, May 2009
  11. On Protecting Private Information in Social Networks: A Proposal
    Bo Luo, Dongwon Lee
    Int'l Workshop on Modeling, Managing and Mining of Evolving Social Networks (M3SN) @ ICDE, Shanghai, China, April 2009
  12. LeeDeo: Web-Crawled Academic Video Search Engine
    Dongwon Lee, Hung-sik Kim, Eun Kyung Kim, Su Yan, Johnny Chen, Jeongkyu Lee
    IEEE Int'l Workshop on Data Semantics for Multimedia Systems and Applications (DSMSA), Berkeley, CA, USA, December 2008
  13. Tablet PC Use and Impact on Learning in Technology and Engineering Classrooms: A Preliminary Study
    Sven Bilen, Dongwon Lee, John Messner, Hien Nguyen, Timothy Simpson, Angsana Techatassanasoontorn, Richard Devon
    Workshop on the Impact of Pen-Based Technology on Education (WIPTE), West Lafayette, IN, October 2008
  14. Record Linkage as DNA Sequence Alignment Problem
    Yoojin Hong, Tao Yang, Jaewoo Kang, Dongwon Lee
    6th Int'l Workshop on Quality in Databases (QDB), Auckland, New Zealand, August 2008
  15. Efficient Web-Based Linkage of Short to Long Forms
    Yee Fan Tan, Ergin Elmacioglu, Min-Yen Kan, Dongwon Lee
    11th Int'l Workshop on Web and Databases (WebDB), Vancouver, Canada, June 2008
  16. Web Based Linkage
    Ergin Elmacioglu, Min-Yen Kan, Dongwon Lee, Yi Zhang
    9th ACM Int'l Workshop on Web Information and Data Management (WIDM), Lisbon, Portugal, November 2007
    Acceptance Rate: 25% (20/80)
  17. PSNUS: Web People Name Disambiguation by Simple Clustering with Rich Features
    Ergin Elmacioglu, Yee Fan Tan, Su Yan, Min-Yen Kan, Dongwon Lee
    4th Int'l Workshop on Semantic Evaluation (SemEval), page 268-271, Prague, Czech Republic, June 2007
    (Second Runner-up for Web People Search Track Competition)
  18. On the Topological Landscape of Web Services Matchmaking
    Hyunyoung Kil, Seog-Chan Oh, Dongwon Lee
    VLDB Int'l Workshop on Semantic Matchmaking and Resource Retrieval (SMR), page 19-34, Seoul, Korea, September 2006
  19. Blocking-Aware Private Record Linkage
    Ali Al-Lawati, Dongwon Lee, Patrick McDaniel
    ACM SIGMOD Workshop on Information Quality in Information Systems (IQIS), page 59-68, Baltimore, MD, USA, June 2005
    Acceptance Rate: 42% (11/26)
  20. Effective and Scalable Solutions for Mixed and Split Citation Problems in Digital Libraries
    Dongwon Lee, Byung-Won On, Jaewoo Kang, Sanghyun Park
    ACM SIGMOD Workshop on Information Quality in Information Systems (IQIS), page 69-76, Baltimore, MD, USA, June 2005
    Acceptance Rate: 42% (11/26)
  21. Deep Set Operators for XQuery
    Bo Luo, Dongwon Lee, Wang-Chien Lee, Peng Liu
    ACM SIGMOD Workshop on XQuery Implementation, Experience and Perspectives (XIME-P), Baltimore, MD, USA, June 2005
  22. MISQ: A UML-based Analytical Modeling Methodology for Optimizing Web Service Composition
    Seog-Chan Oh, Dongwon Lee, Soundar Kumara
    IEEE Int'l Workshop on Business Services Networks (BSN), Hong Kong, China, March 2005
  23. A Flexible Framework for Architecting XML Access Control Enforcement Mechanisms
    Bo Luo, Dongwon Lee, Wang-Chien Lee, Peng Liu
    VLDB Workshop on Secure Data Management in a Connected World (SDM), page 133-147, Toronto, Canada, August 2004
    Acceptance Rate: 53% (15/28)
  24. XML to Relational Conversion using Theory of Regular Tree Grammars
    Murali Mani, Dongwon Lee
    VLDB Workshop on Efficiency and Effectiveness of XML Tools, and Techniques (EEXTT), Hong Kong, China, August 2002
  25. Effective Schema Conversions between XML and Relational Models
    Dongwon Lee, Murali Mani, Wesley W. Chu
    European Conf. on Artificial Intelligence (ECAI), Knowledge Transformation Workshop (ECAI-OT), Lyon, France, July 2002 (Invited)
  26. Nesting-based Relational-to-XML Schema Translation
    Dongwon Lee, Murali Mani, Frank Chiu, Wesley W. Chu
    ACM SIGMOD Int'l Workshop on the Web and Databases (WebDB), Santa Barbara, CA, USA, May 2001
    Acceptance Rate: 27% (18/65)
  27. Fast Retrieval of Similar Subsequences in Long Sequence Databases
    Sanghyun Park, Dongwon Lee, Wesley W. Chu
    3rd IEEE Knowledge and Data Engineering Exchange Workshop (KDEX), Chicago, IL, USA, November 1999
  28. Conjunctive Point Predicate-based Semantic Caching for Wrappers in Web Database
    Dongwon Lee, Wesley W. Chu
    1st ACM Int'l Workshop on Web Information and Data Management (WIDM), Washington DC, USA, November 1998
    Acceptance Rate: 54% (13/24)

Ph.D. Dissertations and M.S. Theses

  1. Text Authorship in the Age of Large Language Models
    Saranya Venkatraman
    Ph.D. Dissertation, The Pennsylvania State University, October 2024
  2. Empirical Studies on Platform-driven and User-initiated Methods for Misinformation Correction
    Haeseung Seo
    Ph.D. Dissertation, The Pennsylvania State University, December 2023
  3. Reverse Turing Test in the Age of Deepfake Texts
    Adaku Uchendu
    Ph.D. Dissertation, The Pennsylvania State University, May 2023
  4. Mitigating Social Challenges among Vulnerable Communities with Machine Learning
    Maryam Tabar
    Ph.D. Dissertation, The Pennsylvania State University, May 2023
  5. AI in Education: Effective Machine Learning Methods To Improve Data Scarcity and Knowledge Generalization
    Jia Tracy Shen
    Ph.D. Dissertation, The Pennsylvania State University, May 2023
  6. Trustworthy Machine Learning: Learning under Security, Explainability, and Uncertainty Constraints
    Thai Le
    Ph.D. Dissertation, The Pennsylvania State University, May 2022
  7. Understanding and Detecting Online Misinformation with Auxiliary Data
    Limeng Cui
    Ph.D. Dissertation, The Pennsylvania State University, May 2022
  8. Characterization, Understanding, and Prediction of Temporal Dynamics of Web Contents
    Yiming Liao
    Ph.D. Dissertation, The Pennsylvania State University, July 2020
  9. Modeling and Influencing Online User Behavior with Machine Learning
    Jason (Jiasheng) Zhang
    Ph.D. Dissertation, The Pennsylvania State University, June 2020
  10. Teens in Social Media: Data-Driven Comparative Analysis on Behaviors in Instagram
    Jin Yea Jang
    M.S. Thesis, The Pennsylvania State University, March 2016
  11. Improving Prediction, Recommendation, and Classification using User-Generated Contents and Relationships
    Hau-Wen Chang
    Ph.D. Dissertation, The Pennsylvania State University, May 2015
  12. Exploiting User-Generated Data for Knowledge Discovery and Recommendation
    Haibin Liu
    Ph.D. Dissertation, The Pennsylvania State University, July 2014
  13. Mining Texts and Social Users using Time Series and Latent Topics
    Tao Yang
    Ph.D. Dissertation, The Pennsylvania State University, May 2014
  14. Mining User Generated Contents on the Web and Social Networks
    Shu Huang
    Ph.D. Dissertation, The Pennsylvania State University, June 2013
  15. Topic Oriented Evolution and Sentiment Analysis
    Bi Chen
    Ph.D. Dissertation, The Pennsylvania State University, March 2011
  16. Efficient Web Service Composition: From Signature-Level to Behavioral Description-Level
    Hyunyoung Kil
    Ph.D. Dissertation, The Pennsylvania State University, November 2010
  17. Semi-Supervised Clustering for High Dimensional and Sparse Features
    Su Yan
    Ph.D. Dissertation, The Pennsylvania State University, August 2010
  18. High-Performance Record Linkage
    Hung-sik Kim
    Ph.D. Dissertation, The Pennsylvania State University, May 2010
  19. Effective Solutions for Name Linkage and their Applications
    Ergin Elmacioglu
    Ph.D. Dissertation, The Pennsylvania State University, August 2008
  20. XML Access Control in Native and RDBMS-Supported XML Databases
    Bo Luo
    Ph.D. Dissertation, The Pennsylvania State University, August 2008
  21. Data Cleaning Techniques by means of Entity Resolution
    Byung-Won On
    Ph.D. Dissertation, The Pennsylvania State University, May 2007
  22. Effective Web Service Composition in Diverse and Large Scale Service Networks
    Seog-Chan Oh
    Ph.D. Dissertation, The Pennsylvania State University, October 2006
  23. Query Relaxation for XML Model
    Dongwon Lee
    Ph.D. Dissertation, University of California, Los Angeles, June 2002

Non-Refereed Articles

  1. CoAID: COVID-19 Healthcare Misinformation Dataset
    Limeng Cui, Dongwon Lee
    arXiv Preprint arXiv:2006.00885, May 2020
  2. Scholarly Digital Libraries at Scale
    Min-Yen Kan, Dongwon Lee, Ee-Peng Lim
    Int'l J. on Digital Libraries (IJDL), Vol. 9, No. 2, page x-x, October 2008
  3. Report on the First International VLDB Workshop on Clean Databases (CleanDB 2006)
    Dongwon Lee, Chen Li
    ACM SIGMOD Record, Vol. 36, No. 1, page xx-xx, March 2007
  4. Report on the 7th ACM International Workshop on Web Information and Data Management (WIDM 2005)
    Angela Bonifati, Dongwon Lee
    ACM SIGMOD Record, Vol. 35, No. 2, page 59-61, June 2006
  5. Report on the 6th ACM International Workshop on Web Information and Data Management (WIDM 2004)
    Alberto H. F. Laender, Dongwon Lee
    ACM SIGIR Forum, Vol. 39, No. 1, page 31-33, June 2005
  6. Reasoning about XML Schema Languages using Formal Language Theory
    Dongwon Lee, Makoto Murata, Murali Mani
    IBM Almaden Research Technical Report, RJ#10197, Log#95071, November 2000