Lei Wang - RankMe

19 papers A* 4A 2B 2Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	MetaAttention: A Unified and Performant Attention Framework across Hardware Backends. PPoPP Feiyang Chen, Yu Cheng, Lei Wang, Yuqing Xia, Ziming Miao, Lingxiao Ma, Fan Yang, Jilong Xue, Zhi Yang, Mao Yang, Xingda Wei, Haibo Chen
2025	J	`jnl`	AttentionEngine: A Versatile Framework for Efficient Attention Mechanisms on Diverse Hardware Platforms. CoRR Feiyang Chen, Yu Cheng, Lei Wang, Yuqing Xia, Ziming Miao, Lingxiao Ma, Fan Yang, Jilong Xue, Zhi Yang, Mao Yang, Haibo Chen
2025	J	`jnl`	BitNet: 1-bit Pre-training for Large Language Models. J. Mach. Learn. Res. Hongyu Wang, Shuming Ma, Lingxiao Ma, Lei Wang, Wenhui Wang, Li Dong, Shaohan Huang, Huaijie Wang, Jilong Xue, Ruiping Wang, Yi Wu, Furu Wei
2025	A*	`conf`	LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference. ISCA Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
2025	A*	`conf`	PipeThreader: Software-Defined Pipelining for Efficient DNN Execution. OSDI Yu Cheng, Lei Wang, Yining Shi, Yuqing Xia, Lingxiao Ma, Jilong Xue, Yang Wang, Zhiwen Mo, Feiyang Chen, Fan Yang, Mao Yang, Zhi Yang
2025	J	`jnl`	SeerAttention-R: Sparse Attention Adaptation for Long Reasoning. CoRR Yizhao Gao, Shuming Guo, Shijie Cao, Yuqing Xia, Yu Cheng, Lei Wang, Lingxiao Ma, Yutao Sun, Tianzhu Ye, Li Dong, Hayden Kwok-Hay So, Yu Hua, Ting Cao, Fan Yang, Mao Yang
2025	A	`conf`	T-MAC: CPU Renaissance via Table Lookup for Low-Bit LLM Deployment on Edge. EuroSys Jianyu Wei, Shijie Cao, Ting Cao, Lingxiao Ma, Lei Wang, Yanyong Zhang, Mao Yang
2025	J	`jnl`	TileLang: A Composable Tiled Programming Model for AI Systems. CoRR Lei Wang, Yu Cheng, Yining Shi, Zhengju Tang, Zhiwen Mo, Wenhao Xie, Lingxiao Ma, Yuqing Xia, Jilong Xue, Fan Yang, Zhi Yang
2024	B	`conf`	ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores. PPoPP Yuetao Chen, Kun Li, Yuhao Wang, Donglin Bai, Lei Wang, Lingxiao Ma, Liang Yuan, Yunquan Zhang, Ting Cao, Mao Yang
2024	J	`jnl`	LUT Tensor Core: Lookup Table Enables Efficient Low-Bit LLM Inference Acceleration. CoRR Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
2024	A*	`conf`	Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation. OSDI Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang
2024	A	`conf`	PIMSYN: Synthesizing Processing-in-Memory CNN Accelerators. DATE Wanqian Li, Xiaotian Sun, Xinyu Wang, Lei Wang, Yinhe Han, Xiaoming Chen
2024	J	`jnl`	PIMSYN: Synthesizing Processing-in-memory CNN Accelerators. CoRR Wanqian Li, Xiaotian Sun, Xinyu Wang, Lei Wang, Yinhe Han, Xiaoming Chen
2024	—	`conf`	PrimePar: Efficient Spatial-temporal Tensor Partitioning for Large Transformer Model Training. ASPLOS (3) Haoran Wang, Lei Wang, Haobo Xu, Ying Wang, Yuming Li, Yinhe Han
2024	J	`jnl`	T-MAC: CPU Renaissance via Table Lookup for Low-Bit LLM Deployment on Edge. CoRR Jianyu Wei, Shijie Cao, Ting Cao, Lingxiao Ma, Lei Wang, Yanyong Zhang, Mao Yang
2024	J	`jnl`	The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits. CoRR Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei
2023	—	`conf`	Efficient GPU Kernels for N: M-Sparse Weights in Deep Learning. MLSys Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang
2023	A*	`conf`	PIMCOMP: A Universal Compilation Framework for Crossbar-based PIM DNN Accelerators. DAC Xiaotian Sun, Xinyu Wang, Wanqian Li, Lei Wang, Yinhe Han, Xiaoming Chen
2023	J	`jnl`	PIMCOMP: A Universal Compilation Framework for Crossbar-based PIM DNN Accelerators. CoRR Xiaotian Sun, Xinyu Wang, Wanqian Li, Lei Wang, Yinhe Han, Xiaoming Chen