Improving temporal action proposal generation by using high performance computing. - Tian Wang 002; Shiye Lei; Youyou Jiang; Zihang Deng; Xin Su 002; Hichem Snoussi; Chang Choi (CoRR, 2019)

Neural networks behave as hash encoders: An empirical study. - Fengxiang He; Shiye Lei; Jianmin Ji; Dacheng Tao (CoRR, 2021)

Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks. - Haowen Chen; Fengxiang He; Shiye Lei; Dacheng Tao (CoRR, 2021)

Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer. - Shiye Lei; Zhuozhuo Tu; Leszek Rutkowski; Feng Zhou 011; Li Shen 008; Fengxiang He; Dacheng Tao (CoRR, 2021)

Accelerating temporal action proposal generation via high performance computing. - Tian Wang 002; Shiye Lei; Youyou Jiang; Chang Choi; Hichem Snoussi; Guangcun Shan; Yao Fu (Frontiers Comput. Sci., 2022)

A Comprehensive Survey to Dataset Distillation. - Shiye Lei; Dacheng Tao (CoRR, 2023)

Image Captions are Natural Prompts for Text-to-Image Models. - Shiye Lei; Hao Chen 011; Sen Zhang 006; Bo Zhao; Dacheng Tao (CoRR, 2023)

Spectral complexity-scaled generalisation bound of complex-valued neural networks. - Haowen Chen; Fengxiang He; Shiye Lei; Dacheng Tao (Artif. Intell., 2023)

Offline Behavior Distillation. - Shiye Lei; Sen Zhang 006; Dacheng Tao (NeurIPS, 2024)

A Comprehensive Survey of Dataset Distillation. - Shiye Lei; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Understanding Deep Learning via Decision Boundary. - Shiye Lei; Fengxiang He; Yancheng Yuan; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2025)

Attentive Learning Facilitates Generalization of Neural Networks. - Shiye Lei; Fengxiang He; Haowen Chen; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2025)

EarthSynth: Generating Informative Earth Observation with Diffusion Models. - Jiancheng Pan; Shiye Lei; Yuqian Fu; Jiahao Li; Yanxing Liu; Yuze Sun; Xiao He; Long Peng 003; Xiaomeng Huang; Bo Zhao (CoRR, 2025)

Revisiting LLM Reasoning via Information Bottleneck. - Shiye Lei; Zhihao Cheng; Kai Jia; Dacheng Tao (CoRR, 2025)

Image Captions are Natural Prompts for Training Data Synthesis. - Shiye Lei; Hao Chen 011; Sen Zhang 006; Bo Zhao; Dacheng Tao (Int. J. Comput. Vis., 2025)