Ma, Lingxiao

4 publications

ICLR 2026 Sparse Attention Adaptation for Long Reasoning 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

ICLR 2026 TileLang: Bridge Programmability and Performance in Modern Neural Kernels Lei Wang, Yu Cheng, Yining Shi, Zhiwen Mo, Zhengju Tang, Wenhao Xie, Tong Wu, Lingxiao Ma, Yuqing Xia, Jilong Xue, Fan Yang, Zhi Yang

JMLR 2025 BitNet: 1-Bit Pre-Training for Large Language Models Hongyu Wang, Shuming Ma, Lingxiao Ma, Lei Wang, Wenhui Wang, Li Dong, Shaohan Huang, Huaijie Wang, Jilong Xue, Ruiping Wang, Yi Wu, Furu Wei

CVPR 2019 SeerNet: Predicting Convolutional Neural Network Feature-mAP Sparsity Through Low-Bit Quantization Shijie Cao, Lingxiao Ma, Wencong Xiao, Chen Zhang, Yunxin Liu, Lintao Zhang, Lanshun Nie, Zhi Yang