Shiye Lei

22 papers A* 1Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Step Back: Prefix Importance Ratio Stabilizes Policy Optimization.
CoRR
Shiye Lei, Zhihao Cheng, Dacheng Tao
2026 — conf
Offline Behavioral Data Selection.
KDD (1)
Shiye Lei, Zhihao Cheng, Dacheng Tao
2025 J jnl
Attentive Learning Facilitates Generalization of Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Shiye Lei, Fengxiang He, Haowen Chen, Dacheng Tao
2025 J jnl
EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance.
CoRR
Siyao Song, Cong Ma, Zhihao Cheng, Shiye Lei, Minghao Li, Ying Zeng, Huaixiao Tou, Kai Jia
2025 J jnl
EarthSynth: Generating Informative Earth Observation with Diffusion Models.
CoRR
Jiancheng Pan, Shiye Lei, Yuqian Fu, Jiahao Li, Yanxing Liu, Yuze Sun, Xiao He, Long Peng, Xiaomeng Huang, Bo Zhao
2025 J jnl
Image Captions are Natural Prompts for Training Data Synthesis.
Int. J. Comput. Vis.
Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao
2025 J jnl
Offline Behavioral Data Selection.
CoRR
Shiye Lei, Zhihao Cheng, Dacheng Tao
2025 J jnl
Revisiting LLM Reasoning via Information Bottleneck.
CoRR
Shiye Lei, Zhihao Cheng, Kai Jia, Dacheng Tao
2025 J jnl
State Diversity Matters in Offline Behavior Distillation.
CoRR
Shiye Lei, Zhihao Cheng, Dacheng Tao
2025 J jnl
Understanding Deep Learning via Decision Boundary.
IEEE Trans. Neural Networks Learn. Syst.
Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao
2024 J jnl
A Comprehensive Survey of Dataset Distillation.
IEEE Trans. Pattern Anal. Mach. Intell.
Shiye Lei, Dacheng Tao
2024 A* conf
Offline Behavior Distillation.
NeurIPS
Shiye Lei, Sen Zhang, Dacheng Tao
2024 J jnl
Offline Behavior Distillation.
CoRR
Shiye Lei, Sen Zhang, Dacheng Tao
2023 J jnl
A Comprehensive Survey to Dataset Distillation.
CoRR
Shiye Lei, Dacheng Tao
2023 J jnl
Image Captions are Natural Prompts for Text-to-Image Models.
CoRR
Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao
2023 J jnl
Spectral complexity-scaled generalisation bound of complex-valued neural networks.
Artif. Intell.
Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao
2022 J jnl
Accelerating temporal action proposal generation via high performance computing.
Frontiers Comput. Sci.
Tian Wang, Shiye Lei, Youyou Jiang, Chang Choi, Hichem Snoussi, Guangcun Shan, Yao Fu
2022 J jnl
Understanding deep learning via decision boundary.
CoRR
Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao
2021 J jnl
Neural networks behave as hash encoders: An empirical study.
CoRR
Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao
2021 J jnl
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer.
CoRR
Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski, Feng Zhou, Li Shen, Fengxiang He, Dacheng Tao
2021 J jnl
Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks.
CoRR
Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao
2019 J jnl
Improving temporal action proposal generation by using high performance computing.
CoRR
Tian Wang, Shiye Lei, Youyou Jiang, Zihang Deng, Xin Su, Hichem Snoussi, Chang Choi