Kevin Chen-Chuan Chang
Orcid: 0000-0003-0997-6803Affiliations:
- University of Illinois at Urbana-Champaign, IL, USA
- University of Stanford, Department of Electrical Engineering, Stanford, CA, USA (PhD 2001)
According to our database1,
Kevin Chen-Chuan Chang
authored at least 185 papers
between 1996 and 2024.
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Bibliography
2024
Quantifying Association Capabilities of Large Language Models and Its Implications on Privacy Leakage.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
2023
SocialSift: Target Query Discovery on Online Social Media With Deep Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., September, 2023
IEEE Trans. Knowl. Data Eng., March, 2023
CoRR, 2023
CoRR, 2023
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Mastering the ABCDs of Complex Questions: Answer-Based Claim Decomposition for Fine-grained Self-Evaluation.
CoRR, 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
CoRR, 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
A Principled Decomposition of Pointwise Mutual Information for Intention Template Discovery.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
IEEE Trans. Knowl. Data Eng., 2022
Decision tree Thompson sampling for mining hidden populations through attributed search.
Soc. Netw. Anal. Min., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
VER: Learning Natural Language Representations for Verbalizing Entities and Relations.
CoRR, 2022
CoRR, 2022
Unified and Incremental SimRank: Index-free Approximation with Scheduled Principle (Extended Abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 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
2019
IEEE Trans. Knowl. Data Eng., 2019
IEEE Comput. Intell. Mag., 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Relationship Profiling over Social Networks: Reverse Smoothness from Similarity to Closeness.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Meta-GNN: metagraph neural network for semi-supervised learning in attributed heterogeneous information networks.
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
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
IEEE Trans. Knowl. Data Eng., 2018
Semi-supervised Learning Meets Factorization: Learning to Recommend with Chain Graph Model.
ACM Trans. Knowl. Discov. Data, 2018
Authenticity and credibility aware detection of adverse drug events from social media.
Int. J. Medical Informatics, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Towards a Holistic Integration of Spreadsheets with Databases: A Scalable Storage Engine for Presentational Data Management.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Statistical Link Label Modeling for Sign Prediction: Smoothing Sparsity by Joining Local and Global Information.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Artif. Intell. Medicine, 2016
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
Regularizing Structured Classifier with Conditional Probabilistic Constraints for Semi-supervised Learning.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
VLDB J., 2015
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented Reality.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015
2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Towards a social media analytics platform: event detection and user profiling for twitter.
Proceedings of the 23rd International World Wide Web Conference, 2014
Unifying learning to rank and domain adaptation: enabling cross-task document scoring.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically.
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 17th International Conference on Extending Database Technology, 2014
2013
Incremental and Accuracy-Aware Personalized PageRank through Scheduled Approximation.
Proc. VLDB Endow., 2013
Proc. VLDB Endow., 2013
Learning to rank from distant supervision: Exploiting noisy redundancy for relational entity search.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Multiple Location Profiling for Users and Relationships from Social Network and Content.
Proc. VLDB Endow., 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Towards social user profiling: unified and discriminative influence model for inferring home locations.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
2011
Searching patterns for relation extraction over the web: rediscovering the pattern-relation duality.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011
2010
Case report: Enhancing laboratory report contents to improve outpatient management of test results.
J. Am. Medical Informatics Assoc., 2010
Towards rich query interpretation: walking back and forth for mining query templates.
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010
Beyond pages: supporting efficient, scalable entity search with dual-inversion index.
Proceedings of the EDBT 2010, 2010
2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
2008
ACM Trans. Database Syst., 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2007
ACM Trans. Database Syst., 2007
Probe Minimization by Schedule Optimization: Supporting Top-K Queries with Expensive Predicates.
IEEE Trans. Knowl. Data Eng., 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Entity Search Engine: Towards Agile Best-Effort Information Integration over the Web.
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007
2006
Automatic complex schema matching across Web query interfaces: A correlation mining approach.
ACM Trans. Database Syst., 2006
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006
2005
Proceedings of the 2005 International Workshop on Challenges in Web Information Retrieval and Integration (WIRI 2005), 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the 21st International Conference on Data Engineering, 2005
Optimizing Access Cost for Top-k Queries over Web Sources: A Unified Cost-based Approach.
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005
2004
IEEE Trans. Knowl. Data Eng., 2004
Mining semantics for large scale integration on the web: evidences, insights, and challenges.
SIGKDD Explor., 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the 12th ACM International Conference on Multimedia, 2004
Discovering complex matchings across web query interfaces: a correlation mining approach.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004
Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2004
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004
2003
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003
2002
SIGMOD Rec., 2002
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
2001
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001
2000
Proceedings of the VLDB 2000, 2000
1999
Predicate Rewriting for Translating Boolean Queries in a Heterogeneous Information System.
ACM Trans. Inf. Syst., 1999
Computer, 1999
PowerBookmarks: A System for Personalizable Web Information Organization, Sharing, and Management.
Proceedings of the SIGMOD 1999, 1999
Proceedings of the SIGMOD 1999, 1999
1998
The Stanford InfoBus and Its Service Layers: Augmenting the Internet with High-Level Information Management Protocols.
Proceedings of the Digital Libraries in Computer Science: The MeDoc Approach, 1998
PowerBookmarks: An Advanced Web Bookmark Database System and its Information Sharing and Management.
Proceedings of the 5th International Conference of Foundations of Data Organization (FODO'98), 1998
Proceedings of the 3rd ACM International Conference on Digital Libraries, 1998
An Extensible Constructor Tool for the Rapid, Interactive Design of Query Synthesizers.
Proceedings of the 3rd ACM International Conference on Digital Libraries, 1998
1997
Proceedings of the SIGMOD 1997, 1997
Proceedings of the 2nd ACM International Conference on Digital Libraries, 1997
Proceedings of the 2nd ACM International Conference on Digital Libraries, 1997
1996
IEEE Trans. Knowl. Data Eng., 1996