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Neural PCA for Flow-Based Representation Learning


Aug 23, 2022
Shen Li, Bryan Hooi

* Accepted to IJCAI 2022 

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Temporal Logic Imitation: Learning Plan-Satisficing Motion Policies from Demonstrations


Jun 09, 2022
Yanwei Wang, Nadia Figueroa, Shen Li, Ankit Shah, Julie Shah


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Parameter-Efficient Sparsity for Large Language Models Fine-Tuning


May 23, 2022
Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai

* This paper is published in IJCAI 2022 

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Neighborhood Attention Transformer


Apr 14, 2022
Ali Hassani, Steven Walton, Jiachen Li, Shen Li, Humphrey Shi


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A General Framework for Debiasing in CTR Prediction


Dec 06, 2021
Wenjie Chu, Shen Li, Chao Chen, Longfei Xu, Hengbin Cui, Kaikui Liu


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Probabilistic Contrastive Loss for Self-Supervised Learning


Dec 02, 2021
Shen Li, Jianqing Xu, Bryan Hooi


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Enhancing Top-N Item Recommendations by Peer Collaboration


Dec 02, 2021
Yang Sun, Fajie Yuan, Min Yang, Alexandros Karatzoglou, Shen Li, Xiaoyan Zhao

* 9 pages, 6 figures 

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R4: A Framework for Route Representation and Route Recommendation


Oct 25, 2021
Ran Cheng, Chao Chen, Longfei Xu, Shen Li, Lei Wang, Hengbin Cui, Kaikui Liu, Xiaolong Li


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Set-based State Estimation with Probabilistic Consistency Guarantee under Epistemic Uncertainty


Oct 18, 2021
Shen Li, Theodoros Stouraitis, Michael Gienger, Sethu Vijayakumar, Julie A. Shah


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