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Rethinking Mobile Block for Efficient Neural Models


Jan 10, 2023
Jiangning Zhang, Xiangtai Li, Jian Li, Liang Liu, Zhucun Xue, Boshen Zhang, Zhengkai Jiang, Tianxin Huang, Yabiao Wang, Chengjie Wang

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Decentralized Stochastic Multi-Player Multi-Armed Walking Bandits


Dec 12, 2022
Guojun Xiong, Jian Li

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* AAAI 2023 

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Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models


Dec 01, 2022
Qiong Wu, Jian Li, Zhenming Liu, Yanhua Li, Mihai Cucuringu

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* Association for the Advancement of Artificial Intelligence 2023 
* 24 pages 

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OpenFE: Automated Feature Generation beyond Expert-level Performance


Nov 22, 2022
Tianping Zhang, Zheyu Zhang, Zhiyuan Fan, Haoyan Luo, Fengyuan Liu, Wei Cao, Jian Li

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* 23 pages, 3 figures 

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Knowledge-Guided Exploration in Deep Reinforcement Learning


Oct 26, 2022
Sahisnu Mazumder, Bing Liu, Shuai Wang, Yingxuan Zhu, Xiaotian Yin, Lifeng Liu, Jian Li

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* This paper is an extended and revised version of the work: "Action permissibility in deep reinforcement learning and application to autonomous driving", KDD'18 Deep Learning Day (2018) 

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Decomposing User-APP Graph into Subgraphs for Effective APP and User Embedding Learning


Oct 13, 2022
Tan Yu, Jun Zhi, Yufei Zhang, Jian Li, Hongliang Fei, Ping Li

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DIGAT: Modeling News Recommendation with Dual-Graph Interaction


Oct 11, 2022
Zhiming Mao, Jian Li, Hongru Wang, Xingshan Zeng, Kam-Fai Wong

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* Findings of EMNLP 2022. This paper was first submitted to ARR 2021 November (https://openreview.net/forum?id=t2vXlG7Oe5m

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Leap-frog neural network for learning the symplectic evolution from partitioned data


Aug 30, 2022
Xin Li, Jian Li, Zhihong Jeff Xia

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* 10 pages, 5 figures, comments welcome 

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Simple and Optimal Stochastic Gradient Methods for Nonsmooth Nonconvex Optimization


Aug 22, 2022
Zhize Li, Jian Li

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* 60 pages. To appear in JMLR. arXiv admin note: text overlap with arXiv:1904.09265 

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Waveform Design for Mutual Interference Mitigation in Automotive Radar


Aug 08, 2022
Arindam Bose, Bo Tang, Wenjie Huang, Mojtaba Soltanalian, Jian Li

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