Jinyang Huang

Lecturer

School of Computer Science and Information Engineering
Hefei University of Technology
Hefei


Office: Emerald Science Building A808
Email: hjy at hfut dot edu dot cn


Openings | Biography | News | Publications | Teaching | Professional Activities| Awards


Openings: I am looking for prospective master students and visiting scholars. If you are interested in working with me, feel free to send me your CV. Graduate admission information can be found here.

Biography


I am a Lecturer at the School of Computer Science and Information Engineering, Hefei University of Technology (HFUT). I received my Ph.D. in the School of Cyber Science and Technology, University of Science and Technology of China (USTC), supervised by Prof. Honggang Hu and Assoc.Prof. Bin Liu. During my doctoral period, I receive a CSC scholarship, and I am guided by Assoc.Prof. Lu Su from Purdue University to conduct scientific research. Before starting my Ph.D. study, I received my Bachelor's degree from Anhui University (AHU) in 2017. I am broadly interested in Human-computer interaction, Wireless sensing, Wireless communication, Computer Vision, Cyber security, and Internet of Things.

News


  • 2024.2   Invited to serve as a TPC member for ACM MM 2024 (CCF A)
  • 2024.2   Invited to serve as a TPC member for IEEE GLOBECOM 2024 (CCF C)
  • 2023.12   It's an honor to receive IEEE Technical Committee on Hyper-Intelligence (HITC) 2023 Outstandinq PhD Dissertation Award
  • 2023.11   Invited to serve as a TPC member for IEEE ICCE 2024
  • 2023.11   One Paper about WiFi-based activity recognition system accepted by IEEE TMC (CCF A)
  • 2023.10  One paper about adaptive asynchronous federated learning accepted by IEEE TMC (CCF A)
  • 2023.5   One Paper about WiFi-based emotion recognition system accepted by IEEE TAC (CCF B)
  • 2023.4   Invited to serve as a TPC member for IEEE UIC 2023 (CCF C)
  • 2023.3   One Paper about WiFi-based activity recognition system accepted by IEEE Sensors Journal
  • 2023.2   Invited to serve as a TPC member for IEEE GLOBECOM 2023 (CCF C)
  • 2023.1   Invited to serve as a guest Editor for Applied science (SCI Level 3)
  • 2023.1   Invited to serve as a TPC member for IEEE ICME 2023 (CCF B)

    • Publications [Google Scholar]

    Journal Papers

  • [IOTJ'24] Jianchun Liu, Yujia Huo, Pengcheng Qu, Sun Xu, Zhi Liu, Qianpiao Ma, Jingyang Huang, "FedCD: A Hybrid Federated Learning Framework for Efficient Training with IoT Devices ", IEEE Internet of Things Journal, 2024. (CCF Rank C, SCI Q1, JCR Q1, IF=10.6) [PDF]
  • [TMC'23] Jingyang Huang, Bin Liu, Chenglin Miao, Xiang Zhang, Jiancun Liu, Lu Su, Zhi Liu, Yu Gu, "PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-based WiFi Authentication ", IEEE Transactions on Mobile Computing, 2023. (CCF Rank A, SCI Q1, JCR Q1, IF=5.577) [PDF]
  • [TMC'23] Jianchun Liu, Jiaming Yan, Hongli Xu, Zhiyuan Wang, Jingyang Huang, Yang Xu, "Finch: Enhancing Federated Learning with Hierarchical Neural Architecture Search ", IEEE Transactions on Mobile Computing, 2023. (CCF Rank A, SCI Q1, JCR Q1, IF=5.577) [PDF]
  • [TAC'23] Yu Gu, Xiang Zhang, Huan Yan, Jingyang Huang, Zhi Liu, Mianxiong Dong, Fuji Ren, "WiFE: WiFi and Vision based Unobtrusive Emotion Recognition via Gesture and Facial Expression ", IEEE Transactions on Affective Computing, 2023. (CCF B, SCI Q2, JCR Q1, IF=11.2) [PDF]
  • [Sensors'23] Yu Gu, Huan Yan, Xiang Zhang, Yantong Wang, Jinyang Huang, Yusheng Ji, Fuji Ren, "Attention-based gesture recognition using commodity WiFi devices ", IEEE Sensors Journal, 2021. (SCI Q2, JCR Q1, IF=4.325) [PDF]
  • [TMC'21] Jinyang Huang, Bin Liu, Chenglin Miao, Yan Lu, Qijia Zheng, Yu Wu, Jianchun Liu, Lu Su, ChangWen Chen, "PhaseAnti: an Anti-interference WiFi-based Activity Recognition System Using Interference-Independent Phase Component ", IEEE Transactions on Mobile Computing, 2021. (CCF Rank A, SCI Q1, JCR Q1, IF=5.577) [PDF]
  • [TMC'21] Jianchun Liu, Hongli Xu, Lun Wang, Chen Qian, Jinyang Huang, He Huang, "Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing ", IEEE Transactions on Mobile Computing, 2021. (CCF Rank A, SCI Q1, JCR Q1, IF=5.577, ESI Highly Cited Paper) [PDF]
  • [TVT'20] Jinyang Huang, Bin Liu, Chao Chen, Hongxin Jin, Zhiqiang Liu, Chi Zhang, Nenghai Yu, "Towards anti-interference human activity recognition based on wifi subcarrier correlation selection ", IEEE Transactions on Vehicular Technology, 2020. (SCI Q2, JCR Q1, IF=5.978) [PDF]

    • Conference Papers

  • [ICC'24] Xinyu Li, Jinyang Huang*, Xiang Zhang, Peng Zhao, Meng Wang, Guohang Zhuang, Huan Yan, Xiao Sun, Meng Wang, "DM-NAI: Dynamic Information Diffusion Model Incorporating Non-Adjacent Node Interaction ", 29th IEEE International Conference on Parallel and Distributed Systems (ICPAD), 2023. (CCF Rank C) [PDF]
  • [ICC'24] Xinyu Li, Jinyang Huang*, Xiang Zhang, Peng Zhao, Meng Wang, Guohang Zhuang, Huan Yan, Xiao Sun, Meng Wang, "UAPE: Information Propagation Model Based on User Attitude and Public Opinion Environment ", 2024 IEEE International Conference on Communication (ICC) , 2024. (CCF Rank C) [PDF]
  • [ICPAD'23] Pengcheng Qu, Jianchun Liu, Zhiyuan Wang, Qianpiao Ma, Jinyang Huang, "FedCD: A Hybrid Centralized-Decentralized Architecture for Efficient Federated Learning ", 29th IEEE International Conference on Parallel and Distributed Systems (ICPAD), 2023. (CCF Rank C) [PDF]
  • [ICCBDAI'23] Qijia Zheng, Bin Liu, Jinyang Huang, "Compressed Representation for 3D Human Pose Estimation using WiFi signal ", 4th the International conference on Computer, Big Data and Artificial Intelligence (ICCBDAI), 2023. (EI) [PDF]
  • [PRML'23] Chenwei Wang, Xinyu Li, Jinyang Huang, Peng Zhao, Meng Wang, Guohang Zhuang, Xiao Sun, "A Framework for Cognitive Load Recognition Based on Machine Learning and Multimodal Physiological Signals by Wearable Sensors ", IEEE the 4th International Conference on Pattern Recognition and Machine Learning (PRML), 2023. (EI) [PDF]
  • [ICANN'23] Siying Tao, Jinyang Huang, Xiang Zhang, Xiao Sun, Yu Gu, "Dynamic Memory-based Continual Learning with Generating and Screening ", 32nd International Conference on Artificial Neural Networks (ICANN), 2023. (CCF Rank C) [PDF]
  • [ICANN'23] Yunsheng Guo, Jinyang Huang, Xiang Zhang, Xiao Sun, Yu Gu, "Conditional Convolution Residual Network for Efficient Super-Resolution ", 32nd International Conference on Artificial Neural Networks (ICANN), 2023. (CCF Rank C) [PDF]
  • [ECCV'22] Xulin Li, Yan Lu, Bin Liu, Yating Liu, Guojun Yin, Qi Chu, Jinyang Huang, Feng Zhu, Rui Zhao, Nenghai Yu, "Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identification ", European Conference on Computer Vision (ECCV), 2022. (CCF Rank B) [PDF]
  • [VTC-Spring'21] Jinyang Huang, Bin Liu, Hongxing Jin, Nenghai Yu, "WiLay: A Two-Layer Human Localization and Activity Recognition System Using WiFi ", IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 2021. (EI) [PDF]
  • [INFOCOM'20] Jinyang Huang, Bin Liu, Pengfei Liu, Chao Chen, Ning Xiao, Yu Wu, Chi Zhang, Nenghai Yu "Towards anti-interference wifi-based activity recognition system using interference-independent phase component ", IEEE INFOCOM 2020-IEEE Conference on Computer Communications (INFOCOM), Virtual Conference, July 2020. (CCF Rank A, Student Conference Award) [PDF]
  • [BSN'19] Yufei Zhang, Bin Liu, Zhiqiang Liu, Jinyang Huang, Rui Sun, "WristPress: Hand Gesture Classification with two-array Wrist-Mounted pressure sensors ", 2019 IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks (BSN), Chicago, USA, May 2019. (EI) [PDF]
  • [iThings'18] Jinyang Huang, Bin Liu, Hongxin Jin, Zhiqiang Liu, "WiAnti: An anti-interference activity recognition system based on WiFi CSI ", 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (iThings), Halifax, Canada, July 2018. (EI, Best Student Paper Award) [PDF]

    • Teaching


    • Fall, Microwave Circuits and Design
    • Fall, Frontier of Human-computer Interaction
    • Fall, Engineering Education and Practice
    • Spring, Electromagnetic Fields and Electromagnetic Waves

    Professional Activities

    Editor or Guest Editor

  • Special Issue "Advanced Artificial Intelligence in Medicine and Bioinformatics" on Applied Sciences (DDL 2023.10.31)

    • Program Committee Member

  • 2024 ACM Multimedia (ACM MM 2024)
  • 2024 IEEE Global Communications Conference (GLOBECOM 2024)
  • 2024 IEEE 42nd International Conference on Consumer Electronics (ICCE 2024)
  • The 20th IEEE International Conference on Ubiqeritous Intelligence and Conputing (UIC 2023)
  • 2023 IEEE Global Communications Conference (GLOBECOM 2023)
  • 2023 IEEE International Conference on Multimedia and Expo (ICME 2023)
  • The 19th IEEE International Conference on Ubiqeritous Intelligence and Conputing (UIC 2022)

    • Journal Reviewer

  • IEEE Transactions on Dependable and Secure Computing （TDSC）
  • IEEE Transactions on Multimedia （TMM）
  • ACM Transactions on Sensor Networks （TOSN）
  • IEEE Transactions on Circuits and Systems for Video Technology （TCSVT）
  • Frontiers in Medicine
  • Journal of Circuits, Systems and Computers (JCSC)

    • Awards


    • IEEE Technical Committee on Hyper-Intelligence (HITC) 2023 Outstanding PhD Dissertation Award, IEEE, 2023
    • National Scholarship, Ministry of Education of P. R. China, Ph.D., 2021
    • IEEE INFOCOM Student Conference Award, IEEE INFOCOM 2020, 2020
    • China Scholarship Council (Joint Doctoral Program), China Scholarship Council, 2020
    • Huawei Doctoral Scholarship, Huawei Technologies Co., 2020
    • National Scholarship, Ministry of Education of P. R. China, MA.Sc., 2018
    • IEEE iThings-2018 Best Student Paper Award, IEEE iThings 2018, 2018
    • Outstanding Graduate in Anhui Province of P. R. China, Bachelor, 2017