Chi Wang
Orcid: 0000-0001-5610-5547Affiliations:
- Microsoft Research, Redmond, WA, USA
- University of Illinois at Urbana-Champaign, IL, USA
According to our database1,
Chi Wang
authored at least 102 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Inf. Theory, February, 2024
Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications.
CoRR, 2024
2023
IEEE Trans. Knowl. Data Eng., September, 2023
CoRR, 2023
CoRR, 2023
Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference.
Proceedings of the International Conference on Automated Machine Learning, 2023
2022
CoRR, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of Machine Learning and Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Efficiently Approximating Selectivity Functions using Low Overhead Regression Models.
Proc. VLDB Endow., 2020
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
2019
Proc. VLDB Endow., 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Efficient Identification of Approximate Best Configuration of Training in Large Datasets.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
LinkSO: a dataset for learning to retrieve similar question answer pairs on software development forums.
Proceedings of the 4th ACM SIGSOFT International Workshop on NLP for Software Engineering, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
2015
Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, ISBN: 978-3-031-01907-4, 2015
Pervasive Mob. Comput., 2015
Knowl. Inf. Syst., 2015
Proceedings of the 24th International Conference on World Wide Web, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Towards Interactive Construction of Topical Hierarchy: A Recursive Tensor Decomposition Approach.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Automatic Entity Recognition and Typing from Massive Text Corpora: A Phrase and Network Mining Approach.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
PhD thesis, 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
NewsNetExplorer: automatic construction and exploration of news information networks.
Proceedings of the International Conference on Management of Data, 2014
Proceedings of the International Conference on Management of Data, 2014
Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding.
Proceedings of the COLING 2014, 2014
2013
KERT: Automatic Extraction and Ranking of Topical Keyphrases from Content-Representative Document Titles.
CoRR, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 2nd IEEE Network Science Workshop, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 KDD Cup 2013 Workshop, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Scalable influence maximization for independent cascade model in large-scale social networks.
Data Min. Knowl. Discov., 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
2011
WINACS: construction and analysis of web-based computer science information networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Learning relevance from heterogeneous social network and its application in online targeting.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Scalable influence maximization for prevalent viral marketing in large-scale social networks.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the Database Systems for Advanced Applications, 2009
2008
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008