Kexuan Sun

Orcid: 0000-0003-3261-7358

Affiliations:
  • University of Southern California, Los Angeles, CA, USA


According to our database1, Kexuan Sun authored at least 16 papers between 2018 and 2024.

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Bibliography

2024
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models.
CoRR, 2024

2022
Assessing Scientific Research Papers with Knowledge Graphs.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021
Retrieving Complex Tables with Multi-Granular Graph Representation Learning.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Table-based Fact Verification With Salience-aware Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Tabular Functional Block Detection with Embedding-based Agglomerative Cell Clustering.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

A Hybrid Probabilistic Approach for Table Understanding.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Graph Embedding with Personalized Context Distribution.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Decision Tree Learning-Inspired Dynamic Variable Ordering for the Weighted CSP.
Proceedings of the Thirteenth International Symposium on Combinatorial Search, 2020

Moving Agents in Formation in Congested Environments.
Proceedings of the Thirteenth International Symposium on Combinatorial Search, 2020

Hybrid Quantum-Classical Algorithms for Solving the Weighted CSP.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2020

Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Learning Embeddings of Directed Networks with Text-Associated Nodes - with Application in Software Package Dependency Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Top K Hypotheses Selection on a Knowledge Graph.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018

A Warning Propagation-Based Linear-Time-and-Space Algorithm for the Minimum Vertex Cover Problem on Giant Graphs.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018


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