Kun Wang

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 235

Top Venues

ICC

IEEE Netw.

CoRR

IEEE Trans. Ind. Informatics

Publications

Kai Qian, Zheng Liu, Yinqiu Liu, Haodong Lu, Zexu Zhang, Ruiqiu Chen, Kun Wang
AutoHammer: Breaking the Compilation Wall Between Deep Neural Network and Overlay-based FPGA Accelerator. FPGA (2024)
Kun Wang, Song Wu, Shengbang Li, Zhuo Huang, Hao Fan, Chen Yu, Hai Jin
Precise control of page cache for containers. Frontiers Comput. Sci. 18 (2) (2024)
Shun Li, Ruiqi Chen, Enhao Tang, Yajing Liu, Jing Yang, Kun Wang
S-LGCN: Software-Hardware Co-Design for Accelerating LightGCN. DATE (2024)
Hongji Wang, Yueyin Bai, Jun Yu, Kun Wang
TransFRU: Efficient Deployment of Transformers on FPGA with Full Resource Utilization. ASPDAC (2024)
Kun Wang, Xiangyu Xu, Li Lu, Zhongjie Ba, Feng Lin, Kui Ren
FraudWhistler: A Resilient, Robust and Plug-and-play Adversarial Example Detection Method for Speaker Recognition. USENIX Security Symposium (2024)
Ruiqi Chen, Haoyang Zhang, Shun Li, Enhao Tang, Jun Yu, Kun Wang
Graph-OPU: A Highly Integrated FPGA-Based Overlay Processor for Graph Neural Networks. FPL (2023)
Yueyin Bai, Hao Zhou, Keqing Zhao, Manting Zhang, Jianli Chen, Jun Yu, Kun Wang
LTrans-OPU: A Low-Latency FPGA-Based Overlay Processor for Transformer Networks. FPL (2023)
Guohao Chen, Zheng Zeng, Benchao Zhu, Jiawei Li, Kun Wang, Jun Yu, Jianli Chen
Mixed-cell-height Placement with Minimum-Implant-Area and Drain-to-Drain Abutment Constraints. DAC (2023)
Yueyin Bai, Hao Zhou, Keqing Zhao, Hongji Wang, Jianli Chen, Jun Yu, Kun Wang
FET-OPU: A Flexible and Efficient FPGA-Based Overlay Processor for Transformer Networks. ICCAD (2023)
Kai Qian, Yinqiu Liu, Xiaoming He, Miao Du, Suofei Zhang, Kun Wang
HPCchain: A Consortium Blockchain System Based on CPU-FPGA Hybrid-PUF for Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (11) (2023)
Tiandong Zhao, Siyuan Miao, Shaoqiang Lu, Jialin Cao, Jun Qiu, Xiao Shi, Kun Wang, Lei He
Token Packing for Transformers with Variable-Length Inputs. FPL (2023)
Haodong Lu, Qichang Mei, Kun Wang
An Efficient Piecewise Linear Approximation of Non-linear Operations for Transformer Inference. FCCM (2023)
Yuanfang Wang, Yu Li, Haoyang Zhang, Jun Yu, Kun Wang
Moth: A Hardware Accelerator for Neural Radiance Field Inference on FPGA. FCCM (2023)
Haodong Lu, Qichang Mei, Kun Wang
Auto-LUT: Auto Approximation of Non-Linear Operations for Neural Networks on FPGA. ISCAS (2023)
Huining Li, Chenhan Xu, Aditya Singh Rathore, Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, Wenyao Xu
VocalPrint: A mmWave-Based Unmediated Vocal Sensing System for Secure Authentication. IEEE Trans. Mob. Comput. 22 (1) (2023)
Yueyin Bai, Hao Zhou, Keqing Zhao, Jianli Chen, Jun Yu, Kun Wang
Transformer-OPU: An FPGA-based Overlay Processor for Transformer Networks. FCCM (2023)
Jialin Cao, Xuanda Lin, Manting Zhang, Kejia Shi, Jun Yu, Kun Wang
PP-Transformer: Enable Efficient Deployment of Transformers Through Pattern Pruning. ICCAD (2023)
Ruiqi Chen, Haoyang Zhang, Jun Yu, Kun Wang
FPGA Accelerating Multi-Source Transfer Learning with GAT for Bioactivities of Ligands Targeting Orphan G Protein-Coupled Receptors. FPL (2023)
Zheng Liu, Wei Chen, Kai Qian, Haodong Lu, Yinqiu Liu, Siguang Chen, Kun Wang
microGEMM: An Effective CNN-Based Inference Acceleration for Edge Computing. ICC (2023)
Yueyin Bai, Hao Zhou, Ruiqi Chen, Kuangjie Zou, Jialin Cao, Haoyang Zhang, Jianli Chen, Jun Yu, Kun Wang
g-BERT: Enabling Green BERT Deployment on FPGA via Hardware-Aware Hybrid Pruning. ICC (2023)
Kun Wang, Song Wu, Kun Suo, Yijie Liu, Hang Huang, Zhuo Huang, Hai Jin
Characterizing and optimizing Kernel resource isolation for containers. Future Gener. Comput. Syst. 141 (2023)
Ruiqi Chen, Haoyang Zhang, Yuhanxiao Ma, Jianli Chen, Jun Yu, Kun Wang
eSSpMV: An Embedded-FPGA-based Hardware Accelerator for Symmetric Sparse Matrix-Vector Multiplication. ISCAS (2023)
Siguang Chen, Bei Tang, Kun Wang
Twin delayed deep deterministic policy gradient-based intelligent computation offloading for IoT. Digit. Commun. Networks 9 (4) (2023)
Kai Qian, Yinqiu Liu, Chaoran Shu, Yanfei Sun, Kun Wang
Fine-Grained Benchmarking and Targeted Optimization: Enabling Green IoT-Oriented Blockchain in the 6G Era. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Zhuofu Tao, Chen Wu, Yuan Liang, Kun Wang, Lei He
LW-GCN: A Lightweight FPGA-based Graph Convolutional Network Accelerator. ACM Trans. Reconfigurable Technol. Syst. 16 (1) (2023)
Kai Qian, Yinqiu Liu, Zexu Zhang, Kun Wang
Efficient Implementation of Activation Function on FPGA for Accelerating Neural Networks. ISCAS (2023)
Jiahui Yu, Kun Wang, Peng Li, Rui Xia, Song Guo, Minyi Guo
Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection. IEEE Trans. Big Data 8 (1) (2022)
Yinqiu Liu, Kai Qian, Kun Wang, Lei He
BCmaster: A Compatible Framework for Comprehensively Analyzing and Monitoring Blockchain Systems in IoT. IEEE Internet Things J. 9 (22) (2022)
Yinqiu Liu, Kai Qian, Kun Wang, Lei He
Effective Scaling of Blockchain Beyond Consensus Innovations and Moore's Law: Challenges and Opportunities. IEEE Syst. J. 16 (1) (2022)
Chaoran Shu, Boyu Qi, Yanfei Sun, Kun Wang
Fast-Pipe: Efficient Multi-Channel Data Mapping on Edge FPGAs for Satellite Remote Sensing. GLOBECOM (2022)
Weidong Fang, Chunsheng Zhu, F. Richard Yu, Kun Wang, Wuxiong Zhang
Towards Energy-Efficient and Secure Data Transmission in AI-Enabled Software Defined Industrial Networks. IEEE Trans. Ind. Informatics 18 (6) (2022)
Chenhan Xu, Huining Li, Zhengxiong Li, Xingyu Chen, Aditya Singh Rathore, Hanbin Zhang, Kun Wang, Wenyao Xu
The Visual Accelerometer: A High-fidelity Optic-to- Inertial Transformation Framework for Wearable Health Computing. ICHI (2022)
Kai Qian, Yinqiu Liu, Yamin Han, Kun Wang
BCadvisor: Enabling Green Blockchain Systems Through Resource-Oriented Benchmarking. ICC (2022)
Aditya Singh Rathore, Chenhan Xu, Weijin Zhu, Afee Daiyan, Kun Wang, Feng Lin, Kui Ren, Wenyao Xu
Scanning the Voice of Your Fingerprint With Everyday Surfaces. IEEE Trans. Mob. Comput. 21 (8) (2022)
Chen Wu, Mingyu Wang, Xinyuan Chu, Kun Wang, Lei He
Low-precision Floating-point Arithmetic for High-performance FPGA-based CNN Acceleration. ACM Trans. Reconfigurable Technol. Syst. 15 (1) (2022)
Yuepeng Li, Deze Zeng, Lin Gu, Kun Wang, Song Guo
On the Joint Optimization of Function Assignment and Communication Scheduling toward Performance Efficient Serverless Edge Computing. IWQoS (2022)
Chen Wu, Zhuofu Tao, Kun Wang, Lei He
SkeletonGCN: A Simple Yet Effective Accelerator For GCN Training. FPL (2022)
Yan Zhang, Kun Wang, Lei He
Editorial for FGCS special issue: Computation Intelligence for Energy Internet. Future Gener. Comput. Syst. 115 (2021)
Yuan Liang, Liang Qiu, Tiancheng Lu, Zhujun Fang, Dezhan Tu, Jiawei Yang, Yiting Shao, Kun Wang, Xiang 'Anthony' Chen, Lei He
OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray. IUI (2021)
Kun Wang, Jiahui Yu, Xiulong Liu, Song Guo
A Pre-Authentication Approach to Proxy Re-Encryption in Big Data Context. IEEE Trans. Big Data 7 (4) (2021)
Tiandong Zhao, Yunxuan Yu, Kun Wang, Lei He
Heterogeneous Dual-Core Overlay Processor for Light-Weight CNNs. CoRR (2021)
Qihua Zhou, Kun Wang, Haodong Lu, Wenyao Xu, Yanfei Sun, Song Guo
Canary: Decentralized Distributed Deep Learning Via Gradient Sketch and Partition in Multi-Interface Networks. IEEE Trans. Parallel Distributed Syst. 32 (4) (2021)
Weinan Song, Yuan Liang, Jiawei Yang, Kun Wang, Lei He
Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray. AAAI (2021)
Yuan Liang, Weinan Song, Jiawei Yang, Liang Qiu, Kun Wang, Lei He
X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph. CoRR (2021)
Hamza Khan, Asma Khan, Zainab Khan, Lun Bin Huang, Kun Wang, Lei He
NPE: An FPGA-based Overlay Processor for Natural Language Processing. CoRR (2021)
Hamza Khan, Asma Khan, Zainab Khan, Lun Bin Huang, Kun Wang, Lei He
NPE: An FPGA-based Overlay Processor for Natural Language Processing. FPGA (2021)
Chen Wu, Jinming Zhuang, Kun Wang, Lei He
MP-OPU: A Mixed Precision FPGA-based Overlay Processor for Convolutional Neural Networks. FPL (2021)
Jiawei Yang, Yuan Liang, Yao Zhang, Weinan Song, Kun Wang, Lei He
Exploring Instance-Level Uncertainty for Medical Detection. ISBI (2021)
Yuan Liang, Weinan Song, Jiawei Yang, Liang Qiu, Kun Wang, Lei He
Atlas-aware ConvNetfor Accurate yet Robust Anatomical Segmentation. CoRR (2021)
Yuan Liang, Weikun Han, Liang Qiu, Chen Wu, Yiting Shao, Kun Wang, Lei He
Exploring Forensic Dental Identification with Deep Learning. NeurIPS (2021)
Yuan Liang, Liang Qiu, Tiancheng Lu, Zhujun Fang, Dezhan Tu, Jiawei Yang, Tiandong Zhao, Yiting Shao, Kun Wang, Xiang 'Anthony' Chen, Lei He
OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray. CoRR (2021)
Qihua Zhou, Song Guo, Haodong Lu, Li Li, Minyi Guo, Yanfei Sun, Kun Wang
A Comprehensive Inspection of the Straggler Problem. Computer 54 (10) (2021)
Weinan Song, Yuan Liang, Jiawei Yang, Kun Wang, Lei He
T-Net: Learning Feature Representation With Task-Specific Supervision For Biomedical Image Analysis. ISBI (2021)
Tiandong Zhao, Yunxuan Yu, Kun Wang, Lei He
Heterogeneous Dual-Core Overlay Processor for Light-Weight CNNs. FCCM (2021)
Qihua Zhou, Song Guo, Haodong Lu, Li Li, Minyi Guo, Yanfei Sun, Kun Wang
Falcon: Addressing Stragglers in Heterogeneous Parameter Server Via Multiple Parallelism. IEEE Trans. Computers 70 (1) (2021)
Haodong Lu, Kun Wang
Distributed Machine Learning based Mitigating Straggler in Big Data Environment. ICC (2021)
Qihua Zhou, Song Guo, Zhihao Qu, Peng Li, Li Li, Minyi Guo, Kun Wang
Petrel: Heterogeneity-Aware Distributed Deep Learning Via Hybrid Synchronization. IEEE Trans. Parallel Distributed Syst. 32 (5) (2021)
Chenhan Xu, Huining Li, Zhengxiong Li, Hanbin Zhang, Aditya Singh Rathore, Xingyu Chen, Kun Wang, Ming-Chun Huang, Wenyao Xu
CardiacWave: A mmWave-based Scheme of Non-Contact and High-Definition Heart Activity Computing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Haodong Lu, Miao Du, Xiaoming He, Kai Qian, Jianli Chen, Yanfei Sun, Kun Wang
An Adaptive Neural Architecture Search Design for Collaborative Edge-Cloud Computing. IEEE Netw. 35 (5) (2021)
Xiaoming He, Haodong Lu, Miao Du, Yingchi Mao, Kun Wang
QoE-Based Task Offloading With Deep Reinforcement Learning in Edge-Enabled Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Siguang Chen, Zhihao Wang, Haijun Zhang, Geng Yang, Kun Wang
Fog-based Optimized Kronecker-Supported Compression Design for Industrial IoT. IEEE Trans. Sustain. Comput. 5 (1) (2020)
Kai Qian, Yinqiu Liu, Yamin Han, Kun Wang
Performance Benchmarking and Optimization for IIoT-oriented Blockchain. SpaCCS Workshops (2020)
Aditya Singh Rathore, Weijin Zhu, Afee Daiyan, Chenhan Xu, Kun Wang, Feng Lin, Kui Ren, Wenyao Xu
SonicPrint: a generally adoptable and secure fingerprint biometrics in smart devices. MobiSys (2020)
Yufeng Zhan, Peng Li, Kun Wang, Song Guo, Yuanqing Xia
Big Data Analytics by CrowdLearning: Architecture and Mechanism Design. IEEE Netw. 34 (3) (2020)
Xiaoming He, Haodong Lu, Huawei Huang, Yingchi Mao, Kun Wang, Song Guo
QoE-Based Cooperative Task Offloading with Deep Reinforcement Learning in Mobile Edge Networks. IEEE Wirel. Commun. 27 (3) (2020)
Yuan Liang, Hsuan-Wei Fan, Zhujun Fang, Leiying Miao, Wen Li, Xuan Zhang, Weibin Sun, Kun Wang, Lei He, Xiang Anthony Chen
OralCam: Enabling Self-Examination and Awareness of Oral Health Using a Smartphone Camera. CHI (2020)
Siguang Chen, Xi Zhu, Haijun Zhang, Chuanxin Zhao, Geng Yang, Kun Wang
Efficient Privacy Preserving Data Collection and Computation Offloading for Fog-Assisted IoT. IEEE Trans. Sustain. Comput. 5 (4) (2020)
Hanbin Zhang, Gabriel Guo, Chen Song, Chenhan Xu, Kevin Yiu-Wah Cheung, Jasleen Alexis, Huining Li, Dongmei Li, Kun Wang, Wenyao Xu
PDLens: smartphone knows drug effectiveness among Parkinson's via daily-life activity fusion. MobiCom (2020)
Yuan Liang, Weinan Song, Jiawei Yang, Liang Qiu, Kun Wang, Lei He
X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph. MICCAI (2) (2020)
Huining Li, Chenhan Xu, Aditya Singh Rathore, Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, Wenyao Xu
VocalPrint: exploring a resilient and secure voice authentication via mmWave biometric interrogation. SenSys (2020)
Huawei Huang, Peng Li, Song Guo, Weifa Liang, Kun Wang
Near-Optimal Deployment of Service Chains by Exploiting Correlations Between Network Functions. IEEE Trans. Cloud Comput. 8 (2) (2020)
Qihua Zhou, Song Guo, Peng Li, Yanfei Sun, Li Li, Minyi Guo, Kun Wang
Petrel: Community-aware Synchronous Parallel for Heterogeneous Parameter Server. ICDCS (2020)
Haodong Lu, Kun Wang
Towards Mitigating Straggler with Deep Reinforcement Learning in Parameter Server. ICCC (2020)
Jiawei Yang, Yuan Liang, Yao Zhang, Weinan Song, Kun Wang, Lei He
Exploring Instance-Level Uncertainty for Medical Detection. CoRR (2020)
Kun Wang, Yi Qian, Joel J. P. C. Rodrigues, Fei Richard Yu, Peng Li
IEEE Access Special Section Editorial: Energy Management in Buildings. IEEE Access 8 (2020)
Yuan Liang, Hsuan-Wei Fan, Zhujun Fang, Leiying Miao, Wen Li, Xuan Zhang, Weibin Sun, Kun Wang, Lei He, Xiang Anthony Chen
OralCam: Enabling Self-Examination and Awareness of Oral Health Using a Smartphone Camera. CoRR (2020)
Kun Wang, Yun Shao, Lei Xie, Jie Wu, Song Guo
Adaptive and Fault-Tolerant Data Processing in Healthcare IoT Based on Fog Computing. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Chenhan Xu, Kun Wang, Peng Li, Rui Xia, Song Guo, Minyi Guo
Renewable Energy-Aware Big Data Analytics in Geo-Distributed Data Centers with Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Siguang Chen, Yimin Zheng, Weifeng Lu, Vijayakumar Varadarajan, Kun Wang
Energy-Optimal Dynamic Computation Offloading for Industrial IoT in Fog Computing. IEEE Trans. Green Commun. Netw. 4 (2) (2020)
Enting Guo, Peng Li, Kun Wang, Huibin Feng, Jingyuan Lu, Song Guo
Exploiting Computation Reuse in Cloud-Based Deep Learning via Input Reordering. ICC (2020)
Shengyun Peng, Yunxuan Yu, Kun Wang, Lei He
Accurate Anchor Free Tracking. CoRR (2020)
Yan Zhang, Kun Wang, Hassnaa Moustafa, Stephen Wang, Ke Zhang
Guest Editorial: Blockchain and AI for Beyond 5G Networks. IEEE Netw. 34 (6) (2020)
Xiaoming He, Kun Wang, Haodong Lu, Wenyao Xu, Song Guo
Edge QoE: Intelligent Big Data Caching via Deep Reinforcement Learning. IEEE Netw. 34 (4) (2020)
Yinqiu Liu, Kai Qian, Jinlong Yu, Kun Wang, Lei He
Effective scaling of blockchain beyond consensus innovations and Moore's law. CoRR (2020)
Yunxuan Yu, Chen Wu, Tiandong Zhao, Kun Wang, Lei He
OPU: An FPGA-Based Overlay Processor for Convolutional Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 28 (1) (2020)
Xiaoming He, Haodong Lu, Yingchi Mao, Kun Wang
QoE-driven Task Offloading with Deep Reinforcement Learning in Edge intelligent IoV. GLOBECOM (2020)
Huawei Huang, Song Guo, Weifa Liang, Kun Wang, Yasuo Okabe
Coflow-Like Online Data Acquisition from Low-Earth-Orbit Datacenters. IEEE Trans. Mob. Comput. 19 (12) (2020)
Yunxuan Yu, Tiandong Zhao, Kun Wang, Lei He
Light-OPU: An FPGA-based Overlay Processor for Lightweight Convolutional Neural Networks. FPGA (2020)
Chenhan Xu, Kun Wang, Yanfei Sun, Song Guo, Albert Y. Zomaya
Redundancy Avoidance for Big Data in Data Centers: A Conventional Neural Network Approach. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Yinqiu Liu, Kun Wang, Kai Qian, Miao Du, Song Guo
Tornado: Enabling Blockchain in Heterogeneous Internet of Things Through a Space-Structured Approach. IEEE Internet Things J. 7 (2) (2020)
Zhengxiong Li, Baicheng Chen, Kun Wang, Wenyao Xu
FerroTag: When Inkables Meet Wireless Signals. GetMobile Mob. Comput. Commun. 24 (3) (2020)
Miao Du, Kun Wang, Yinqiu Liu, Kai Qian, Yanfei Sun, Wenyao Xu, Song Guo
Spacechain: A Three-Dimensional Blockchain Architecture for IoT Security. IEEE Wirel. Commun. 27 (3) (2020)
Chen Wu, Mingyu Wang, Xinyuan Chu, Kun Wang, Lei He
Low Precision Floating Point Arithmetic for High Performance FPGA-based CNN Acceleration. FPGA (2020)
Miao Du, Kun Wang, Zhuoqun Xia, Yan Zhang
Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing. IEEE Trans. Big Data 6 (2) (2020)
Shiheng Ma, Song Guo, Kun Wang, Weijia Jia, Minyi Guo
A Cyclic Game for Service-Oriented Resource Allocation in Edge Computing. IEEE Trans. Serv. Comput. 13 (4) (2020)
Tian Wang, Haoxiong Ke, Xi Zheng, Kun Wang, Arun Kumar Sangaiah, Anfeng Liu
Big Data Cleaning Based on Mobile Edge Computing in Industrial Sensor-Cloud. IEEE Trans. Ind. Informatics 16 (2) (2020)
Xiaoming He, Kun Wang, Huawei Huang, Toshiaki Miyazaki, Yixuan Wang, Song Guo
Green Resource Allocation Based on Deep Reinforcement Learning in Content-Centric IoT. IEEE Trans. Emerg. Top. Comput. 8 (3) (2020)
Weinan Song, Yuan Liang, Kun Wang, Lei He
T-Net: A Template-Supervised Network for Task-specific Feature Extraction in Biomedical Image Analysis. CoRR (2020)
Yunxuan Yu, Tiandong Zhao, Mingyu Wang, Kun Wang, Lei He
Uni-OPU: An FPGA-Based Uniform Accelerator for Convolutional and Transposed Convolutional Networks. IEEE Trans. Very Large Scale Integr. Syst. 28 (7) (2020)
Miao Du, Kun Wang
An SDN-Enabled Pseudo-Honeypot Strategy for Distributed Denial of Service Attacks in Industrial Internet of Things. IEEE Trans. Ind. Informatics 16 (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kun Wang