Xinhao Yang

31 papers A* 3A 4B 2Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
CD-LLM: A Heterogeneous Multi-FPGA System for Batched Decoding of 70B+ LLMs Using a Compute-Dedicated Architecture.
ACM Trans. Reconfigurable Technol. Syst.
Wenheng Ma, Xinhao Yang, Shulin Zeng, Tengxuan Liu, Libo Shen, Hongyi Wang, Shiyao Li, Ke Hong, Zhenhua Zhu, Xuefei Ning, Tsung-Yi Ho, Guohao Dai, Yu Wang
2026 J jnl
Continuous Wrist Angle Estimation Under Different Resistance Based on Dynamic EMG Decomposition.
IEEE Trans. Biomed. Eng.
Xinhao Yang, Baoguo Xu, Zelin Gao, Shipeng Ren, Huijun Li, Aiguo Song
2025 J jnl
A Point Transformer Accelerator With Distribution-Aware Heuristic Distance Calculation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yaoxiu Lian, Xinhao Yang, Ke Hong, Yu Wang, Ningyi Xu, Guohao Dai
2025 A conf
FMC-LLM: Enabling FPGAs for Efficient Batched Decoding of 70B+ LLMs with a Memory-Centric Streaming Architecture.
FPGA
Wenheng Ma, Xinhao Yang, Shulin Zeng, Tengxuan Liu, Libo Shen, Hongyi Wang, Shiyao Li, Jiewen Wang, Yuhan Zhang, Hao Guo, Jintao Li, Ziming Zhang, Zhenhua Zhu, Xuefei Ning, Tsung-Yi Ho, Guohao Dai, Yu Wang
2025 J jnl
MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic.
CoRR
Yujun Zhang, Runlong Li, Xiaoxiang Liang, Xinhao Yang, Tian Su, Bo Liu, Yan Zhou
2025 A* conf
PARO: Hardware-Software Co-design with Pattern-aware Reorder-based Attention Quantization in Video Generation Models.
DAC
Xinhao Yang, Tianchen Zhao, Hongyi Wang, Wenheng Ma, Shulin Zeng, Zhenhua Zhu, Xuefei Ning, Huazhong Yang, Yu Wang
2025 J jnl
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models.
CoRR
Tianchen Zhao, Ke Hong, Xinhao Yang, Xuefeng Xiao, Huixia Li, Feng Ling, Ruiqi Xie, Siqi Chen, Hongyu Zhu, Yichong Zhang, Yu Wang
2025 J jnl
Reducing Latency of LLM Search Agent via Speculation-based Algorithm-System Co-Design.
CoRR
Zixiao Huang, Wen Zeng, Tianyu Fu, Tengxuan Liu, Yizhou Sun, Ke Hong, Xinhao Yang, Chengchun Liu, Yan Li, Quanlu Zhang, Guohao Dai, Zhenhua Zhu, Yu Wang
2024 J jnl
A rapid approach to urban traffic noise mapping with a generative adversarial network.
CoRR
Xinhao Yang, Zhen Han, Xiaodong Lu, Yuan Zhang
2024 J jnl
Contribution of soundscape appropriateness to soundscape quality assessment in space: a mediating variable affecting acoustic comfort.
CoRR
Xinhao Yang, Guangyu Zhang, Xiaodong Lu, Yuan Zhang, Jian Kang
2024 A* conf
DySpMM: From Fix to Dynamic for Sparse Matrix-Matrix Multiplication Accelerators.
DAC
Hongyi Wang, Kai Zhong, Haoyu Zhang, Shulin Zeng, Zhenhua Zhu, Xinhao Yang, Shuang Wang, Guohao Dai, Huazhong Yang, Yu Wang
2024 — conf
Efficient Deployment of Large Language Model across Cloud-Device Systems.
SOCC
Fan Yang, Zehao Wang, Haoyu Zhang, Zhenhua Zhu, Xinhao Yang, Guohao Dai, Yu Wang
2024 — conf
FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning.
ASPLOS (3)
Kai Zhong, Zhenhua Zhu, Guohao Dai, Hongyi Wang, Xinhao Yang, Haoyu Zhang, Jin Si, Qiuli Mao, Shulin Zeng, Ke Hong, Genghan Zhang, Huazhong Yang, Yu Wang
2024 A conf
FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs.
FPGA
Shulin Zeng, Jun Liu, Guohao Dai, Xinhao Yang, Tianyu Fu, Hongyi Wang, Wenheng Ma, Hanbo Sun, Shiyao Li, Zixiao Huang, Yadong Dai, Jintao Li, Zehao Wang, Ruoyu Zhang, Kairui Wen, Xuefei Ning, Yu Wang
2024 J jnl
FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs.
CoRR
Shulin Zeng, Jun Liu, Guohao Dai, Xinhao Yang, Tianyu Fu, Hongyi Wang, Wenheng Ma, Hanbo Sun, Shiyao Li, Zixiao Huang, Yadong Dai, Jintao Li, Zehao Wang, Ruoyu Zhang, Kairui Wen, Xuefei Ning, Yu Wang
2024 — conf
GLITCHES: GPU-FPGA LLM Inference Through a Collaborative Heterogeneous System.
HPEC
Fan Yang, Xinhao Yang, Hongyi Wang, Zehao Wang, Zhenhua Zhu, Shulin Zeng, Yu Wang
2023 A conf
A Point Transformer Accelerator with Fine-Grained Pipelines and Distribution-Aware Dynamic FPS.
ICCAD
Yaoxiu Lian, Xinhao Yang, Ke Hong, Yu Wang, Guohao Dai, Ningyi Xu
2023 B conf
An Analysis of Combined Data Augmentation in Time Series Prediction Tasks Using Discrete Wavelet Multilevel Decomposition.
IEEE Big Data
Yuewen Shen, Xinhao Yang, Jiayu Zhao, Ze Li
2023 A* conf
An Efficient Accelerator for Point-based and Voxel-based Point Cloud Neural Networks.
DAC
Xinhao Yang, Tianyu Fu, Guohao Dai, Shulin Zeng, Kai Zhong, Ke Hong, Yu Wang
2023 — conf
Exploiting Hardware Utilization and Adaptive Dataflow for Efficient Sparse Convolution in 3D Point Clouds.
MLSys
Ke Hong, Zhongming Yu, Guohao Dai, Xinhao Yang, Yaoxiu Lian, Zehao Liu, Ningyi Xu, Yuhan Dong, Yu Wang
2023 — conf
Global Consistency Enhancement Network for Weakly-Supervised Semantic Segmentation.
PRCV (9)
Le Jiang, Xinhao Yang, Liyan Ma, Zhenglin Li
2023 J jnl
Serving Multi-DNN Workloads on FPGAs: A Coordinated Architecture, Scheduling, and Mapping Perspective.
IEEE Trans. Computers
Shulin Zeng, Guohao Dai, Niansong Zhang, Xinhao Yang, Haoyu Zhang, Zhenhua Zhu, Huazhong Yang, Yu Wang
2022 B conf
Prior Semantic Harmonization Network for Few-Shot Semantic Segmentation.
ICIP
Xinhao Yang, Liyan Ma, Yang Zhou, Yan Peng, Shaorong Xie
2022 — conf
Privacy-preserving Charging Station Recommendation System for Electric Vehicles over Blockchain.
ICBTA
Jianbin Li, Xinhao Yang
2021 A conf
3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud.
FPGA
Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Hongren Zheng, Yusong Wu, Fan Zhang, Xinhao Yang, Yi Cai, Yu Wang, Huazhong Yang
2021 J jnl
An Adaptive Deep Learning Optimization Method Based on Radius of Curvature.
Comput. Intell. Neurosci.
Jiahui Zhang, Xinhao Yang, Ke Zhang, Chenrui Wen
2021 J jnl
Improved Loss Function for Image Classification.
Comput. Intell. Neurosci.
Chenrui Wen, Xinhao Yang, Ke Zhang, Jiahui Zhang
2017 J jnl
Consensus Congestion Control in Multirouter Networks Based on Multiagent System.
Complex.
Xinhao Yang, Sheng Xu, Ze Li
2016 J jnl
AQM scheme design for TCP network via Takagi-Sugeno fuzzy method.
Complex.
Sheng Xu, Minrui Fei, Xinhao Yang, Liqin Wu
2016 — conf
Consensus in general discrete-time linear multi-agent systems with quantization effects.
ICCA
Lina Rong, Xinhao Yang
2013 J jnl
Congestion Control Based on Consensus in the Wireless Sensor Network.
Int. J. Distributed Sens. Networks
Xinhao Yang, Juncheng Jia, Shukui Zhang, Ze Li