Dongwon Lee
Orcid: 0000-0001-8371-7629Affiliations:
- Pennsylvania State University, University Park, PA, USA
- University of California Los Angeles, CA, USA (PhD 2002)
According to our database1,
Dongwon Lee
authored at least 239 papers
between 1998 and 2024.
Collaborative distances:
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on d-nb.info
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Bibliography
2024
Learning to compensate for lack of information: Extracting latent knowledge for effective temporal knowledge graph completion.
Inf. Sci., January, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A novel policy-graph approach with natural language and counterfactual abstractions for explaining reinforcement learning agents.
Auton. Agents Multi Agent Syst., October, 2023
SIGKDD Explor., 2023
CoRR, 2023
NoisyHate: Benchmarking Content Moderation Machine Learning Models with Human-Written Perturbations Online.
CoRR, 2023
Imputing Knowledge Tracing Data with Subject-Based Training via LSTM Variational Autoencoders Frameworks.
CoRR, 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the Tenth ACM Conference on Learning @ Scale, 2023
Information Operations in Turkey: Manufacturing Resilience with Free Twitter Accounts.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023
CrypText: Database and Interactive Toolkit of Human-Written Text Perturbations in the Wild.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Hum. Centric Intell. Syst., September, 2022
Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Not All Layers Are Equal: A Layer-Wise Adaptive Approach Toward Large-Scale DNN Training.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
If You Have a Reliable Source, Say Something: Effects of Correction Comments on COVID-19 Misinformation.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022
THOR: Self-Supervised Temporal Knowledge Graph Embedding via Three-Tower Graph Convolutional Networks.
Proceedings of the IEEE International Conference on Data Mining, 2022
WARNER: Weakly-Supervised Neural Network to Identify Eviction Filing Hotspots in the Absence of Court Records.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
CAPS: Comprehensible Abstract Policy Summaries for Explaining Reinforcement Learning Agents.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
ChamberBreaker: Mitigating the Echo Chamber Effect and Supporting Information Hygiene through a Gamified Inoculation System.
Proc. ACM Hum. Comput. Interact., 2021
Adversarial Socialbot Learning via Multi-Agent Deep Hierarchical Reinforcement Learning.
CoRR, 2021
MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education.
CoRR, 2021
Look Before You Leap: Confirming Edge Signs in Random Walk with Restart for Personalized Node Ranking in Signed Networks.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
A PLAN for Tackling the Locust Crisis in East Africa: Harnessing Spatiotemporal Deep Models for Locust Movement Forecasting.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
MASCOT: A Quantization Framework for Efficient Matrix Factorization in Recommender Systems.
Proceedings of the IEEE International Conference on Data Mining, 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
WILSON: A Divide and Conquer Approach for Fast and Effective News Timeline Summarization.
Proceedings of the 24th International Conference on Extending Database Technology, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021
A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger's Adversarial Attacks.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
CoRR, 2020
FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media.
Big Data, 2020
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Identifying Homeless Youth At-Risk of Substance Use Disorder: Data-Driven Insights for Policymakers.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model's Prediction.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
DETERRENT: Knowledge Guided Graph Attention Network for Detecting Healthcare Misinformation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Beyond Cognitive Ability: Susceptibility to Fake News Is Also Explained by Associative Inference.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
Proc. Priv. Enhancing Technol., 2019
Why X rather than Y? Explaining Neural Model' Predictions by Generating Intervention Counterfactual Samples.
CoRR, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 11th ACM Conference on Web Science, 2019
Proceedings of the 11th ACM Conference on Web Science, 2019
Trust It or Not: Effects of Machine-Learning Warnings in Helping Individuals Mitigate Misinformation.
Proceedings of the 11th ACM Conference on Web Science, 2019
Proceedings of the 2019 Truth and Trust Online Conference (TTO 2019), 2019
Proceedings of the ICT Systems Security and Privacy Protection, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
PATHFINDER: Graph-Based Itemset Embedding for Learning Course Recommendation and Beyond.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the Digital Libraries for Open Knowledge, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
5 sources of clickbaits you should know!: using synthetic clickbaits to improve prediction and distinguish between bot-generated and human-written headlines.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
Community-Based Recommendation for Cold-Start Problem: A Case Study of Reciprocal Online Dating Recommendation.
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
SIGWEB Newsl., 2018
FakeNewsNet: A Data Repository with News Content, Social Context and Dynamic Information for Studying Fake News on Social Media.
CoRR, 2018
Understanding Users' Privacy Attitudes through Subjective and Objective Assessments: An Instagram Case Study.
Computer, 2018
Proceedings of the 23nd ACM on Symposium on Access Control Models and Technologies, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
CoRR, 2017
Proceedings of the 2017 ACM on Web Science Conference, 2017
Proceedings of the 2017 ACM on Web Science Conference, 2017
Wearing Many (Social) Hats: How Different Are Your Different Social Network Personae?
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Proceedings of the 20th International Conference on Extending Database Technology, 2017
2016
IEEE Trans. Comput. Soc. Syst., 2016
Inf. Sci., 2016
Proceedings of the 8th ACM Conference on Web Science, 2016
Teens are from mars, adults are from venus: analyzing and predicting age groups with behavioral characteristics in instagram.
Proceedings of the 8th ACM Conference on Web Science, 2016
"Told you i didn't like it": Exploiting uninteresting items for effective collaborative filtering.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
Teens Engage More with Fewer Photos: Temporal and Comparative Analysis on Behaviors in Instagram.
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016
Proceedings of the 19th International Conference on Extending Database Technology, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015
2014
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014
Proceedings of the 2014 Conference on Research in Adaptive and Convergent Systems, 2014
2013
Enforcing Secure and Privacy-Preserving Information Brokering in Distributed Information Sharing.
IEEE Trans. Inf. Forensics Secur., 2013
Behavioural description based web service composition using abstraction and refinement.
Int. J. Web Grid Serv., 2013
Sentiment and topic analysis on social media: a multi-task multi-label classification approach.
Proceedings of the Web Science 2013 (co-located with ECRC), 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Steeler nation, 12th man, and boo birds: classifying Twitter user interests using time series.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
Knowl. Inf. Syst., 2012
Semi-supervised dimensionality reduction for analyzing high-dimensional data with constraints.
Neurocomputing, 2012
Proceedings of the Eighth Latin American Web Congress, 2012
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the Theory and Practice of Digital Libraries, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
@Phillies Tweeting from Philly? Predicting Twitter User Locations with Spatial Word Usage.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
QFilter: rewriting insecure XML queries to secure ones using non-deterministic finite automata.
VLDB J., 2011
On the computational complexity of behavioral description-based web service composition.
Theor. Comput. Sci., 2011
Proceedings of the Scientific and Statistical Database Management, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011
2010
DSP: Robust Semi-supervised Dimensionality Reduction Using Dual Subspace Projections.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
Comparative Study on Subject Classification of Academic Videos Using Noisy Transcripts.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010
Proceedings of the EDBT 2010, 2010
Proceedings of the Advances in Information Retrieval, 2010
What Is an Opinion About? Exploring Political Standpoints Using Opinion Scoring Model.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
Scientometrics, 2009
Int. J. Web Serv. Res., 2009
Proceedings of the 18th International Conference on World Wide Web, 2009
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Efficient Abstraction and Refinement for Behavioral Description Based Web Service Composition.
Proceedings of the IJCAI 2009, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the 25th International Conference on Data Engineering, 2009
The design and evaluation of a virtual world-based learning environment: information security learning using Second Life.
Proceedings of the 4th International Conference on Design Science Research in Information Systems and Technology, 2009
Proceedings of the 3rd Alberto Mendelzon International Workshop on Foundations of Data Management, 2009
2008
IEEE Trans. Serv. Comput., 2008
Scholarly digital libraries at scale: introduction to the special issue on very large digital libraries.
Int. J. Digit. Libr., 2008
A Web Service Composition Framework Using Integer Programming with Non-functional Objectives and Constraints.
Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008
Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008
Proceedings of the 11th International Workshop on the Web and Databases, 2008
The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics.
Proceedings of the International Conference on Language Resources and Evaluation, 2008
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008
Proceedings of the International Workshop on Quality in Databases and Management of Uncertain Data, 2008
Computational Complexity of Web Service Composition Based on Behavioral Descriptions.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008
Defending against Attribute-Correlation Attacks in Privacy-Aware Information Brokering.
Proceedings of the Collaborative Computing: Networking, 2008
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008
2007
SIGMOD Rec., 2007
Web Service Planner (WSPR): An Effective and Scalable Web Service Composition Algorithm.
Int. J. Web Serv. Res., 2007
Practical maintenance of evolving metadata for digital preservation: algorithmic solution and system support.
Int. J. Digit. Libr., 2007
An efficient location encoding method for moving objects using hierarchical administrative district and road network.
Inf. Sci., 2007
Proceedings of the 9th ACM International Workshop on Web Information and Data Management (WIDM 2007), 2007
Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007
Toward alternative measures for ranking venues: a case of database research community.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the Computer Security, 2007
Proceedings of the Advances in Databases: Concepts, 2007
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007
Automaton segmentation: a new approach to preserve privacy in xml information brokering.
Proceedings of the 2007 ACM Conference on Computer and Communications Security, 2007
Proceedings of the 2007 ACM Symposium on Information, Computer and Communications Security, 2007
HICCUP: Hierarchical Clustering Based Value Imputation using Heterogeneous Gene Expression Microarray Datasets.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
Report on the 7th ACM International Workshop on Web Information and Data Management: (WIDM 2005).
SIGMOD Rec., 2006
Report on the 7<sup>th</sup> ACM International Workshop on Web Information and Data Management (WIDM 2005).
SIGIR Forum, 2006
SIGecom Exch., 2006
Data Knowl. Eng., 2006
Algorithms for Web Services Discovery and Composition Based on Syntactic and Semantic Service Descriptions.
Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006
In-broker Access Control: Towards Efficient End-to-End Performance of Information Brokerage Systems.
Proceedings of the IEEE International Conference on Sensor Networks, 2006
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006
An effective approach to entity resolution problem using quasi-clique and its application to digital libraries.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006
Proceedings of the 2006 IEEE International Conference on Web Services (ICWS 2006), 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006
2005
ACM Trans. Internet Techn., 2005
Report on the 6th ACM international workshop on web information and data management (WIDM 2004) held at CIKM 2004.
SIGIR Forum, 2005
Proceedings of the Second International Workshop on XQuery Implementation, 2005
Proceedings of the Web Information Systems Engineering, 2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Comparative study of name disambiguation problem using a scalable blocking-based framework.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2005
Effective and scalable solutions for mixed and split citation problems in digital libraries.
Proceedings of the IQIS 2005, 2005
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
2004
Proceedings of the Secure Data Management, VLDB 2004 Workshop, 2004
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004
System Support for Name Authority Control Problem in Digital Libraries: OpenDBLP Approach.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2004
Proceedings of the Database Systems for Advances Applications, 2004
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004
2003
Proceedings of the Database and XML Technologies, 2003
Schema Conversion Methods between XML and Relational Models.
Proceedings of the Knowledge Transformation for the Semantic Web, 2003
2002
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002
Proceedings of the Efficiency and Effectiveness of XML Tools and Techniques and Data Integration over the Web, 2002
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002
2001
CPI: Constraints-Preserving Inlining algorithm for mapping XML DTD to relational schema.
Data Knowl. Eng., 2001
Nesting-Based Relational-to-XML Schema Translation.
Proceedings of the Fourth International Workshop on the Web and Databases, 2001
Proceedings of the Extreme Markup Languages® 2001 Conference, 2001
Proceedings of the Conceptual Modeling, 2001
2000
TBE: A Graphical Interface for Writing Trigger Rules in Active Databases.
Proceedings of the Advances in Visual Information Management, 2000
Constraints-Preserving Transformation from XML Document Type Definition to Relational Schema.
Proceedings of the Conceptual Modeling, 2000
1999
Proceedings of the 1999 ACM CIKM International Conference on Information and Knowledge Management, 1999
1998
Conjunctive Point Predicate-based Semantic Caching for Wrappers in Web Databases.
Proceedings of the CIKM'98 First Workshop on Web Information and Data Management (WIDM'98), 1998