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Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation



Jin Xu , Xiaojiang Liu , Jianhao Yan , Deng Cai , Huayang Li , Jian Li


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Generalization Bounds for Gradient Methods via Discrete and Continuous Prior



Jian Li , Xuanyuan Luo


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Uncertainty quantification of two-phase flow in porous media via coupled-TgNN surrogate model



Jian Li , Dongxiao Zhang , Tianhao He , Qiang Zheng


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ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification



Liang Zeng , Lanqing Li , Ziqi Gao , Peilin Zhao , Jian Li


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Ridgeless Regression with Random Features



Jian Li , Yong Liu , Yingying Zhang

* Accepted at IJCAI 2022 

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Sharper Utility Bounds for Differentially Private Models



Yilin Kang , Yong Liu , Jian Li , Weiping Wang


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Stability and Generalization of Differentially Private Minimax Problems



Yilin Kang , Yong Liu , Jian Li , Weiping Wang


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Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits



Guojun Xiong , Shufan Wang , Jian Li , Rahul Singh


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ASFD: Automatic and Scalable Face Detector



Jian Li , Bin Zhang , Yabiao Wang , Ying Tai , ZhenYu Zhang , Chengjie Wang , Jilin Li , Xiaoming Huang , Yili Xia

* ACM MM2021 

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Machine learning prediction for mean motion resonance behaviour -- The planar case



Xin Li , Jian Li , Zhihong Jeff Xia , Nikolaos Georgakarakos

* 12 pages, 9 figures, accepted for pubblication on Monthly Notices of the Royal Astronomical Society 

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