Sheng Li - RankMe

13 papers A* 4Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Computation and Energy Efficient Hardware Architecture for SSL Acceleration. ASP-DAC Huidong Ji, Sheng Li, Yue Cao, Chen Ding, Jiawei Xu, Qitao Tan, Jun Liu, Ao Li, Xulong Tang, Lirong Zheng, Geng Yuan, Zhuo Zou
2025	A*	`conf`	Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning. ICLR Sheng Li, Qitao Tan, Yue Dai, Zhenglun Kong, Tianyu Wang, Jun Liu, Ao Li, Ninghao Liu, Yufei Ding, Xulong Tang, Geng Yuan
2024	J	`jnl`	EdgeOL: Efficient in-situ Online Learning on Edge Devices. CoRR Sheng Li, Geng Yuan, Yawen Wu, Yue Dai, Chao Wu, Alex K. Jones, Jingtong Hu, Yanzhi Wang, Xulong Tang
2024	J	`jnl`	Improving GPU Multi-Tenancy Through Dynamic Multi-Instance GPU Reconfiguration. CoRR Tianyu Wang, Sheng Li, Bingyao Li, Yue Dai, Ao Li, Geng Yuan, Yufei Ding, Youtao Zhang, Xulong Tang
2024	J	`jnl`	SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing. CoRR Sheng Li, Geng Yuan, Yue Dai, Youtao Zhang, Yanzhi Wang, Xulong Tang
2024	A*	`conf`	Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning. ICLR Sheng Li, Chao Wu, Ao Li, Yanzhi Wang, Xulong Tang, Geng Yuan
2023	A*	`conf`	SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing. ICLR Sheng Li, Geng Yuan, Yue Dai, Youtao Zhang, Yanzhi Wang, Xulong Tang
2023	J	`jnl`	Sustainable AI Processing at the Edge. IEEE Micro Sébastien Ollivier, Sheng Li, Yue Tang, Stephen Cahoon, Ryan Caginalp, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K. Jones
2022	J	`jnl`	An adaptive regression based single-image super-resolution. Multim. Tools Appl. Mingzheng Hou, Ziliang Feng, Haobo Wang, Zhiwei Shen, Sheng Li
2022	A*	`conf`	Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training. NeurIPS Geng Yuan, Yanyu Li, Sheng Li, Zhenglun Kong, Sergey Tulyakov, Xulong Tang, Yanzhi Wang, Jian Ren
2022	J	`jnl`	Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training. CoRR Geng Yuan, Yanyu Li, Sheng Li, Zhenglun Kong, Sergey Tulyakov, Xulong Tang, Yanzhi Wang, Jian Ren
2022	—	`conf`	Optimizing Data Layout for Training Deep Neural Networks. WWW (Companion Volume) Bingyao Li, Qi Xue, Geng Yuan, Sheng Li, Xiaolong Ma, Yanzhi Wang, Xulong Tang
2022	J	`jnl`	Sustainable AI Processing at the Edge. CoRR Sébastien Ollivier, Sheng Li, Yue Tang, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K. Jones