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Learning Trajectory-Word Alignments for Video-Language Tasks


Jan 06, 2023
Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang

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Adaptively Clustering Neighbor Elements for Image Captioning


Jan 05, 2023
Zihua Wang, Xu Yang, Haiyang Xu, Hanwang Zhang, Chenliang Li, Songfang Huang, Fei Huang, Yu Zhang

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Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees


Oct 04, 2022
Siliang Zeng, Chenliang Li, Alfredo Garcia, Mingyi Hong

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* arXiv admin note: text overlap with arXiv:2210.01282 

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Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation


Jul 12, 2022
Yuhao Yang, Chao Huang, Lianghao Xia, Yuxuan Liang, Yanwei Yu, Chenliang Li

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* Published as a KDD'22 full paper 

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Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding


Jun 27, 2022
Chuwei Luo, Guozhi Tang, Qi Zheng, Cong Yao, Lianwen Jin, Chenliang Li, Yang Xue, Luo Si

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* Under review 

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Safe-FinRL: A Low Bias and Variance Deep Reinforcement Learning Implementation for High-Freq Stock Trading


Jun 13, 2022
Zitao Song, Xuyang Jin, Chenliang Li

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Automatic Expert Selection for Multi-Scenario and Multi-Task Search


Jun 06, 2022
Xinyu Zou, Zhi Hu, Yiming Zhao, Xuchu Ding, Zhongyi Liu, Chenliang Li, Aixin Sun

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* Accepted by SIGIR 2022; 10 pages, 8 figures 

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mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections


May 25, 2022
Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si

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