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Li Shen

JD Explore Academy

China

  • JD Explore Academy

SCHOLARLY PAPERS

5

DOWNLOADS

272

TOTAL CITATIONS

3

Scholarly Papers (5)

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1.

USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding

Number of pages: 13 Posted: 16 Oct 2024
shuai wang, Liang Ding, Li Shen, yong luo, zheng he, Wei Yu and Dacheng Tao
Wuhan University, JD.com, JD Explore Academy, Wuhan University, Wuhan University, Wuhan University and JD.com
Downloads 87 (777,583)

Abstract:

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2.

Enhancing Column Generation by Reinforcement Learning-Based Hyper-Heuristic for Vehicle Routing and Scheduling Problems

Number of pages: 32 Posted: 15 Dec 2023
Kuan Xu, Li Shen and Lindong Liu
University of Science and Technology of China (USTC), JD Explore Academy and University of Science and Technology of China
Downloads 83 (803,225)
Citation 3

Abstract:

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Column Generation, Reinforcement learning, Hyper-Heuriistic, Vehicle Routing Problems, Crew Scheduling Problems

3.

Efficient Pre-Training of Image Restoration Transformers Via Multi-Task Training

Number of pages: 37 Posted: 27 Jan 2025
Peng Qiao, Sidun Liu, Li Shen, Tao Sun, Ke Yang and Yong Dou
National University of Defense Technology, National University of Defense Technology, JD Explore Academy, National University of Defense Technology, affiliation not provided to SSRN and National University of Defense Technology
Downloads 47 (1,109,210)

Abstract:

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pre-training, fine-tuning, image restoration, vision transformer, fixed-point.

4.

Rethinking Correlation Filter Trackers from Label Matching

Number of pages: 36 Posted: 18 Oct 2022
shuang wu, Zengmao Wang, Li Shen and yibing zhan
Wuhan University, Wuhan University, JD Explore Academy and affiliation not provided to SSRN
Downloads 33 (1,290,922)

Abstract:

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Tracking, correlation filter, label matching, label construction

5.

Towards Understanding Memory Buffer Based  Continual Learning

Number of pages: 32 Posted: 15 Aug 2025
Guodong Zheng, Peng Wang, Tao Sun and Li Shen
Huazhong University of Science and Technology, affiliation not provided to SSRN, National University of Defense Technology and JD Explore Academy
Downloads 22 (1,436,435)

Abstract:

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Continual Learning, memory buffer, forgetting, generalization error