Hongyi Wang

53 papers A* 6A 3B 3C 1Journal 29Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Hybrid Multipopulation Algorithm for Efficient Analog Circuit Optimization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mingyu Li, Anqing Chen, Haoyuan Li, Zhenjiao Chen, Feng Liang, Hongyi Wang
2026 J jnl
A deep learning-based imaging classification framework for interstitial lung disease.
Eng. Appl. Artif. Intell.
Hongyi Wang, Anqi Liu, Xiaoyan Yang, Yifei Ni, Jianping Wang, Jie Du, Yuhui Qiang, Bingbing Xie, Yu Deng, Sa Huang, Yong Cheng, Yanhong Ren, Shiyao Wang, Jing Geng, Rongguo Zhang, Ulrich Costabel, Min Liu, Huaping Dai
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
2025 J jnl
A predictive machine learning force-field framework for liquid electrolyte development.
Nat. Mac. Intell.
Sheng Gong, Yumin Zhang, Zhenliang Mu, Zhichen Pu, Hongyi Wang, Xu Han, Zhiao Yu, Mengyi Chen, Tianze Zheng, Zhi Wang, Lifei Chen, Zhenze Yang, Xiaojie Wu, Shaochen Shi, Weihao Gao, Wen Yan, Liang Xiang
2025 — conf
AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving.
EMNLP (Findings)
Kangan Qian, Sicong Jiang, Yang Zhong, Ziang Luo, Zilin Huang, Tianze Zhu, Kun Jiang, Mengmeng Yang, Zheng Fu, Jinyu Miao, Yining Shi, He Zhe Lim, Li Liu, Tianbao Zhou, Hongyi Wang, Huang Yu, Yifei Hu, Guang Li, Guang Chen, Hao Ye, Lijun Sun, Diange Yang
2025 J jnl
AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving.
CoRR
Kangan Qian, Sicong Jiang, Yang Zhong, Ziang Luo, Zilin Huang, Tianze Zhu, Kun Jiang, Mengmeng Yang, Zheng Fu, Jinyu Miao, Yining Shi, He Zhe Lim, Li Liu, Tianbao Zhou, Hongyi Wang, Huang Yu, Yifei Hu, Guang Li, Guang Chen, Hao Ye, Lijun Sun, Diange Yang
2025 J jnl
Artificial Intelligence Driven Workflow for Accelerating Design of Novel Photosensitizers.
CoRR
Hongyi Wang, Xiuli Zheng, Weimin Liu, Zitian Tang, Sheng Gong
2025 J jnl
Convergence of Spectral Principal Paths: How Deep Networks Distill Linear Representations from Noisy Inputs.
CoRR
Bowei Tian, Xuntao Lyu, Meng Liu, Hongyi Wang, Ang Li
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
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization.
CoRR
Haonian Ji, Shi Qiu, Siyang Xin, Siwei Han, Zhaorun Chen, Dake Zhang, Hongyi Wang, Huaxiu Yao
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 A* conf
REACT3D: Real-time Edge Accelerator for Incremental Training in 3D Gaussian Splatting based SLAM Systems.
MICRO
Hongyi Wang, Zhenhua Zhu, Tianchen Zhao, Yunfei Xiang, Zehao Wang, Jincheng Yu, Huazhong Yang, Yuan Xie, Yu Wang
2025 A* conf
Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters.
ICML
Hongyi Wang, Shiyuan Ren, Wei Huang, Miao Zhang, Xiang Deng, Yixin Bao, Liqiang Nie
2025 J jnl
Why Representation Engineering Works: A Theoretical and Empirical Study in Vision-Language Models.
CoRR
Bowei Tian, Xuntao Lyu, Meng Liu, Hongyi Wang, Ang Li
2024 J jnl
BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development.
CoRR
Sheng Gong, Yumin Zhang, Zhenliang Mu, Zhichen Pu, Hongyi Wang, Zhiao Yu, Mengyi Chen, Tianze Zheng, Zhi Wang, Lifei Chen, Xiaojie Wu, Shaochen Shi, Weihao Gao, Wen Yan, Liang Xiang
2024 J jnl
Crystals with Transformers on Graphs, for Prediction of Unconventional Crystal Material Properties and the Benchmark.
CoRR
Hongyi Wang, Ji Sun, Jinzhe Liang, Li Zhai, Zitian Tang, Zijian Li, Wei Zhai, Xusheng Wang, Weihao Gao, Sheng Gong, Bolong Huang, Hua Zhang
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
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
2024 J jnl
HA-DQS-Net: dynamic query design based on transformer with hollow attention.
J. Electronic Imaging
Hongyi Wang, Di Yan, Yunpeng Li, Limei Song
2024 — conf
Improving Optical Character Recognition in License Plate Images using Reinforcement Learning.
ICMVA
Aakash Gnanavelu, Ching Yee Huang, Tze Swen Yee, Hongyi Wang, Oliver Aik Dee Oh, Kai Rong Chang, Siaw-Lang Wong
2024 J jnl
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression.
CoRR
Tianyu Fu, Haofeng Huang, Xuefei Ning, Genghan Zhang, Boju Chen, Tianqi Wu, Hongyi Wang, Zixiao Huang, Shiyao Li, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
2024 — conf
Omnibot: A Scalable Vision-Based Robot Swarm Platform.
ICCA
Zhao Ma, Jiachen Liang, Hongyi Wang, Shiliang Guo, Peidong Huo, Yin Zhang, Shiyu Zhao
2023 B conf
A description-experience gap in face stereotyping.
CogSci
Hongyi Wang, Yilun Lu, Lisheng He
2023 J jnl
An improved checkerboard detection algorithm based on adaptive filters.
Pattern Recognit. Lett.
Qiang Sang, Tao Huang, Hongyi Wang
2022 J jnl
Cost Control of Mining Personnel Based on Wireless Communication Network from the Perspective of Operations Research.
Comput. Intell. Neurosci.
Hongyi Wang, Meichang Zhang
2021 J jnl
Few shot domain adaptation for in situ macromolecule structural classification in cryoelectron tomograms.
Bioinform.
Liangyong Yu, Ran Li, Xiangrui Zeng, Hongyi Wang, Jie Jin, Ge Yang, Rui Jiang, Min Xu
2021 J jnl
Research on influencing factors of financial performance of listed companies based on multiple linear regression and fuzzy logic system.
J. Intell. Fuzzy Syst.
Hongyi Wang
2020 J jnl
Few shot domain adaptation for in situ macromolecule structural classification in cryo-electron tomograms.
CoRR
Liangyong Yu, Ran Li, Xiangrui Zeng, Hongyi Wang, Jie Jin, Ge Yang, Rui Jiang, Min Xu
2020 J jnl
Interest packets scheduling and size-based flow control mechanism for content-centric networking web servers.
Future Gener. Comput. Syst.
Xiuquan Qiao, Hongyi Wang, Pei Ren, Yukai Tu, Guoshun Nan, Junliang Chen, M. Brian Blake
2020 J jnl
Multifeature-Based Behavior of Privilege Escalation Attack Detection Method for Android Applications.
Mob. Inf. Syst.
Limin Shen, Hui Li, Hongyi Wang, Yihuan Wang
2020 J jnl
Online Streaming Feature Selection via Multi-Conditional Independence and Mutual Information Entropy†.
Int. J. Comput. Intell. Syst.
Hongyi Wang, Dianlong You
2020 J jnl
Risk Measurement Method for Privilege Escalation Attacks on Android Apps Based on Process Algebra.
Inf.
Limin Shen, Hui Li, Hongyi Wang, Yihuan Wang, Jiayin Feng, Yuqing Jian
2019 J jnl
Improved deep packet inspection in data stream detection.
J. Supercomput.
Chunyong Yin, Hongyi Wang, Xiang Yin, Ruxia Sun, Jin Wang
2018 — conf
Network Data Stream Classification by Deep Packet Inspection and Machine Learning.
MUE/FutureTech
Chunyong Yin, Hongyi Wang, Jin Wang
2014 J jnl
A Novel Algorithm of Edge Location Based on Omni-directional and Multi-scale MM.
J. Comput.
Hang Zhou, Dan Peng, Xin Wang, Hongyi Wang
2014 A* conf
Control-plane protocol interactions in cellular networks.
SIGCOMM
Guan-Hua Tu, Yuanjie Li, Chunyi Peng, Chi-Yu Li, Hongyi Wang, Songwu Lu
2014 J jnl
Image denoising with patch estimation and low patch-rank regularization.
Multim. Tools Appl.
Bo Li, Ge Lin, Qiang Chen, Hongyi Wang
2014 J jnl
Pseudo-Type-III Compensation Integrated in a Voltage-Mode Buck Regulator.
IEEE Trans. Circuits Syst. II Express Briefs
Bing Yuan, Xinquan Lai, Hongyi Wang, Qiang Ye
2014 A* conf
Real Threats to Your Data Bills: Security Loopholes and Defenses in Mobile Data Charging.
CCS
Chunyi Peng, Chi-Yu Li, Hongyi Wang, Guan-Hua Tu, Songwu Lu
2013 J jnl
A 5MHz integrated digital DC-DC converter with a delay-line ADC and a Σ-Δ DPWM.
IEICE Electron. Express
Hongyi Wang, Xi Hu, Shizhen Wang, Gangdong Zhao, Dongzhe Luo
2013 — conf
A novel on-chip current-sensing structure for current-mode DC-DC converter.
VLSI-DAT
Hongyi Wang, Xi Hu, Quanfeng Liu, Gangdong Zhao, Dongzhe Luo
2013 — conf
Helping the Helpers: How Video Retrieval Can Assist Special Interest Groups.
MMM (2)
Frank Hopfgartner, Jinlin Guo, David Scott, Hongyi Wang, Yang Yang, Zhenxing Zhang, Lijuan Marissa Zhou, Cathal Gurrin
2012 B conf
Clipboard: A Visual Search and Browsing Engine for Tablet and PC.
MMM
David Scott, Jinlin Guo, Hongyi Wang, Yang Yang, Frank Hopfgartner, Cathal Gurrin
2011 J jnl
Employing Object-Based Storage Devices to Embed File Access Control in Storage.
Intell. Autom. Soft Comput.
Youhui Zhang, Hongyi Wang, Dongsheng Wang, Weimin Zheng
2011 — conf
SMS Normalisation, Retrieval and Out-of-Domain Detection Approaches for SMS-Based FAQ Retrieval.
FIRE
Deirdre Hogan, Johannes Leveling, Hongyi Wang, Paul Ferguson, Cathal Gurrin
2010 — conf
Distributed Systems Meet Economics: Pricing in the Cloud.
HotCloud
Hongyi Wang, Qingfeng Jing, Rishan Chen, Bingsheng He, Zhengping Qian, Lidong Zhou
2009 A conf
Wave Computing in the Cloud.
HotOS
Bingsheng He, Mao Yang, Zhenyu Guo, Rishan Chen, Wei Lin, Bing Su, Hongyi Wang, Lidong Zhou
2008 B conf
IDRS: Combining File-level Intrusion Detection with Block-level Data Recovery based on iSCSI.
ARES
Youhui Zhang, Hongyi Wang, Yu Gu, Dongsheng Wang
2006 C conf
Virtual-Machine-based Intrusion Detection on File-aware Block Level Storage.
SBAC-PAD
Youhui Zhang, Yu Gu, Hongyi Wang, Dongsheng Wang
2004 — conf
A high precision and low noise S/H circuit design for video signal sampling.
ICECS
Xinquan Lai, Donglai Xu, Lvshun Hu, Hongyi Wang