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Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes


Jan 15, 2023
Yu Wang

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* PhD dissertation, University of Michigan. The contents are motsly based on arXiv:2212.01721, arXiv:2112.04322, arXiv:2105.12271, arXiv:2002.00288, and https://doi.org/10.1162/99608f92.b447c07e with extended discussions 

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DDH-QA: A Dynamic Digital Humans Quality Assessment Database


Jan 10, 2023
Zicheng Zhang, Yingjie Zhou, Wei Sun, Wei Lu, Xiongkuo Min, Yu Wang, Guangtao Zhai

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Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration


Jan 09, 2023
Chao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang

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* This paper is accepted by aamas 2023 

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Detecting Objects with Graph Priors and Graph Refinement


Dec 23, 2022
Aritra Bhowmik, Martin R. Oswald, Yu Wang, Nora Baka, Cees G. M. Snoek

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* 13 pages, 8 figures 

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Hybrid Rule-Neural Coreference Resolution System based on Actor-Critic Learning


Dec 20, 2022
Yu Wang, Hongxia Jin

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* 11 pages, 3 figures. arXiv admin note: substantial text overlap with arXiv:2212.09028 

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Neural Coreference Resolution based on Reinforcement Learning


Dec 18, 2022
Yu Wang, Hongxia Jin

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* 6 pages, 2 figures 

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A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset


Dec 18, 2022
Yu Wang, Hongxia Jin

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* 9 pages, 7 figures 

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Localized Contrastive Learning on Graphs


Dec 08, 2022
Hengrui Zhang, Qitian Wu, Yu Wang, Shaofeng Zhang, Junchi Yan, Philip S. Yu

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Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations


Dec 07, 2022
Yuying Zhao, Yu Wang, Tyler Derr

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* Accepted by AAAI 2023 

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Multi-view deep learning based molecule design and structural optimization accelerates the SARS-CoV-2 inhibitor discovery


Dec 03, 2022
Chao Pang, Yu Wang, Yi Jiang, Ruheng Wang, Ran Su, Leyi Wei

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