Shiye Lei

According to our database, Shiye Lei authored at least 19 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Step Back: Prefix Importance Ratio Stabilizes Policy Optimization.

Shiye Lei, Zhihao Cheng, Dacheng Tao

CoRR, January, 2026

Offline Behavioral Data Selection.

Shiye Lei, Zhihao Cheng, Dacheng Tao

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

State Diversity Matters in Offline Behavior Distillation.

Shiye Lei, Zhihao Cheng, Dacheng Tao

CoRR, December, 2025

EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance.

Siyao Song, Cong Ma, Zhihao Cheng, Shiye Lei, Minghao Li, Ying Zeng, Huaixiao Tou, Kai Jia

CoRR, September, 2025

Image Captions are Natural Prompts for Training Data Synthesis.

Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao

Int. J. Comput. Vis., August, 2025

Revisiting LLM Reasoning via Information Bottleneck.

Shiye Lei, Zhihao Cheng, Kai Jia, Dacheng Tao

CoRR, July, 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, Xiaomeng Huang, Bo Zhao

CoRR, May, 2025

Attentive Learning Facilitates Generalization of Neural Networks.

Shiye Lei, Fengxiang He, Haowen Chen, Dacheng Tao

IEEE Trans. Neural Networks Learn. Syst., February, 2025

Understanding Deep Learning via Decision Boundary.

Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao

IEEE Trans. Neural Networks Learn. Syst., January, 2025

2024

A Comprehensive Survey of Dataset Distillation.

Shiye Lei, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Offline Behavior Distillation.

Shiye Lei, Sen Zhang, Dacheng Tao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Spectral complexity-scaled generalisation bound of complex-valued neural networks.

Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao

Artif. Intell., September, 2023

Image Captions are Natural Prompts for Text-to-Image Models.

Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao

CoRR, 2023

A Comprehensive Survey to Dataset Distillation.

Shiye Lei, Dacheng Tao

CoRR, 2023

2022

Accelerating temporal action proposal generation via high performance computing.

Tian Wang, Shiye Lei, Youyou Jiang, Chang Choi, Hichem Snoussi, Guangcun Shan, Yao Fu

Frontiers Comput. Sci., 2022

2021

Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer.

Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski, Feng Zhou, Li Shen, Fengxiang He, Dacheng Tao

CoRR, 2021

Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks.

Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao

CoRR, 2021

Neural networks behave as hash encoders: An empirical study.

Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao

CoRR, 2021

2019

Improving temporal action proposal generation by using high performance computing.

Tian Wang, Shiye Lei, Youyou Jiang, Zihang Deng, Xin Su, Hichem Snoussi, Chang Choi

CoRR, 2019