Heng Liao

18 papers A* 5Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
BAPS: A Fine-Grained Low-Precision Scheme for Softmax in Attention via Block-Aware Precision reScaling.
CoRR
Zisheng Ye, Xiaoyu He, Maoyuan Song, Guoliang Qiu, Chao Liao, Chen Wu, Yonggang Sun, Zhichun Li, Xiaoru Xie, Yuanyong Luo, Hu Liu, Pinyan Lu, Heng Liao
2026 J jnl
HiFloat4 Format for Language Model Inference.
CoRR
Yuanyong Luo, Jing Huang, Yu Cheng, Ziwei Yu, Kaihua Tang, Xinda Ma, Xin Wang, Anping Tong, Guipeng Hu, Yun Xu, Mehran Taghian, Peng Wu, Guanglin Li, Yunke Peng, Tianchi Hu, Minqi Chen, Michael Bi Mi, Hu Liu, Xiping Zhou, Junsong Wang, Qiang Lin, Heng Liao
2025 A* conf
Libra: A Hybrid-Sparse Attention Accelerator Featuring Multi-Level Workload Balance.
DAC
Faxian Sun, Runzhou Zhang, Zhenyu Liu, Heng Liao, Zhinan Qin, Jianli Chen, Jun Yu, Kun Wang
2025 A* conf
RICH Prefetcher: Storing Rich Information in Memory to Trade Capacity and Bandwidth for Latency Hiding.
MICRO
Ningzhi Ai, Wenjian He, Hu He, Jing Xia, Heng Liao, Guowei Zhang
2025 J jnl
Serving Large Language Models on Huawei CloudMatrix384.
CoRR
Pengfei Zuo, Huimin Lin, Junbo Deng, Nan Zou, Xingkun Yang, Yingyu Diao, Weifeng Gao, Ke Xu, Zhangyu Chen, Shirui Lu, Zhao Qiu, Peiyang Li, Xianyu Chang, Zhengzhong Yu, Fangzheng Miao, Jia Zheng, Ying Li, Yuan Feng, Bei Wang, Zaijian Zong, Mosong Zhou, Wenli Zhou, Houjiang Chen, Xingyu Liao, Yipeng Li, Wenxiao Zhang, Ping Zhu, Yinggang Wang, Chuanjie Xiao, Depeng Liang, Dong Cao, Juncheng Liu, Yongqiang Yang, Xiaolong Bai, Yi Li, Huaguo Xie, Huatao Wu, Zhibin Yu, Lv Chen, Hu Liu, Yujun Ding, Haipei Zhu, Jing Xia, Yi Xiong, Zhou Yu, Heng Liao
2025 J jnl
The application of FCM-based computer image segmentation technology in agricultural production.
Serv. Oriented Comput. Appl.
Heng Liao, Huadong Huang
2025 J jnl
UB-Mesh: A Hierarchically Localized nD-FullMesh Data Center Network Architecture.
IEEE Micro
Heng Liao, Bingyang Liu, Xianping Chen, Zhigang Guo, Chuanning Cheng, Jianbing Wang, Xiangyu Chen, Peng Dong, Rui Meng, Wenjie Liu, Zhe Zhou, Ziyang Zhang, Yuhang Gai, Cunle Qian, Yi Xiong, Zhongwu Cheng, Jing Xia, Yuli Ma, Xi Chen, Wenhua Du, Shizhong Xiao, Chungang Li, Yong Qin, Liudong Xiong, Zhou Yu, Lv Chen, Lei Chen, Buyun Wang, Pei Wu, Junen Gao, Xiaochu Li, Jian He, Shizhuan Yan, Bill McColl
2025 J jnl
UB-Mesh: a Hierarchically Localized nD-FullMesh Datacenter Network Architecture.
CoRR
Heng Liao, Bingyang Liu, Xianping Chen, Zhigang Guo, Chuanning Cheng, Jianbing Wang, Xiangyu Chen, Peng Dong, Rui Meng, Wenjie Liu, Zhe Zhou, Ziyang Zhang, Yuhang Gai, Cunle Qian, Yi Xiong, Zhongwu Cheng, Jing Xia, Yuli Ma, Xi Chen, Wenhua Du, Shizhong Xiao, Chungang Li, Yong Qin, Liudong Xiong, Zhou Yu, Lv Chen, Lei Chen, Buyun Wang, Pei Wu, Junen Gao, Xiaochu Li, Jian He, Shizhuan Yan, Bill McColl
2025 — conf
UB-mesh: An New Interconnection Technology for Large AI SuperNode.
HCS
Heng Liao
2024 J jnl
Computational Graph Representation of Equations System Constructors in Hierarchical Circuit Simulation.
CoRR
Zichao Long, Lin Li, Lei Han, Xianglong Meng, Chongjun Ding, Ruiyan Li, Wu Jiang, Fuchen Ding, Jiaqing Yue, Zhichao Li, Yisheng Hu, Ding Li, Heng Liao
2024 A* conf
MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers.
NeurIPS
Ning Ding, Yehui Tang, Haochen Qin, Zhenli Zhou, Chao Xu, Lin Li, Kai Han, Heng Liao, Yunhe Wang
2024 J jnl
MemoryFormer: Minimize Transformer Computation by Removing Fully-Connected Layers.
CoRR
Ning Ding, Yehui Tang, Haochen Qin, Zhenli Zhou, Chao Xu, Lin Li, Kai Han, Heng Liao, Yunhe Wang
2023 J jnl
LEGO-Prover: Neural Theorem Proving with Growing Libraries.
CoRR
Haiming Wang, Huajian Xin, Chuanyang Zheng, Lin Li, Zhengying Liu, Qingxing Cao, Yinya Huang, Jing Xiong, Han Shi, Enze Xie, Jian Yin, Zhenguo Li, Heng Liao, Xiaodan Liang
2021 A* conf
Ascend: a Scalable and Unified Architecture for Ubiquitous Deep Neural Network Computing : Industry Track Paper.
HPCA
Heng Liao, Jiajin Tu, Jing Xia, Hu Liu, Xiping Zhou, Honghui Yuan, Yuxing Hu
2019 — conf
DaVinci: A Scalable Architecture for Neural Network Computing.
Hot Chips Symposium
Heng Liao, Jiajin Tu, Jing Xia, Xiping Zhou
2006 J jnl
Parallel Switch System with QoS Guarantee for Real-Time Traffic.
J. Comput. Sci. Technol.
Wenjie Li, Bin Liu, Yang Xu, Heng Liao
1997 A* conf
Available Parallelism in Video Applications.
MICRO
Heng Liao, Andrew Wolfe
1996 J jnl
DYNAMEM - A microarchitecture for improving memory disambiguation at run-time.
J. Comput. Sci. Technol.
Xianzhu Wang, Heng Liao, Sanli Li