Openings |
Biography |
News |
Publications |
Patents |
Projects |
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. Nenghai Yu, Prof. Honggang Hu, and Prof. Bin Liu. During my doctoral period, I receive a CSC scholarship, and I am guided by Prof. Lu Su from Purdue University and Chang Wen Chen from University at Buffalo to conduct scientific research. Before starting my Ph.D. study, I received my Bachelor's degree from Anhui University (AHU) in 2017, supervised by Prof. Linsheng Huang. Since 2022, I also conduct research as an exchange scholar under the guidance of Prof. Zhi Liu in The University of Electro-Communications and Prof. Yusheng Ji in National Institute of Informatics. I am broadly interested in Human-computer interaction, Wireless sensing, Wireless communication, Computer Vision, Cyber security, and Internet of Things.
News
2024.12 One Paper about WiFi-based Respiratory Healthcare accepted by IEEE Network (SCI Q1)
2024.11 One Special Session Proposal about Psychological State Analysis Based on Multimedia Information Processing accepted by IEEE ICME (CCF B). It's an honor to become the TPC chair of this session.
2024.11 It's an honor to become the recipient of the Young Scientist of Anhui Computer Federation
2024.10 One Paper about WiFi-based Pulmonary Function Testing accepted by IOTJ (SCI Q1)
2024.9 Invited to serve as a TPC member for the 2025 International Conference on Smart Transportation and Smart City (STSC 2025)
2024.9 One Patent about WiFi-based Breathing Monitoring Authorized (Invention Patent)
2024.9 One Demo Paper about WiFi-based Malicious Camera Detection accepted by Mobicom (CCF A)
2024.8 Invited to serve as a TPC member for IEEE UIC 2024 (CCF C)
2024.7 One Paper about Depression Detection accepted by ACM MM, which is a Oral paper (174/4385=3.97%) (CCF A)
2024.7 One Paper about Keystroke Prediction accepted by IEEE TIFS (CCF A)
2024.5 One Paper about Takeover Behavior Prediction accepted by IEEE TAFFC (CCF B)
2024.4 One Paper about Federated Learning accepted by IEEE ToN (CCF A)
2024.3 One Paper about Hybrid Federated Learning Framework accepted by IEEE IOTJ (CCF C)
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 TAFFC (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)
Journal Papers
[IEEE Network'24]
Meng Wang1, Jinyang Huang1*, Xiang Zhang, Zhi Liu, Meng Li, Peng Zhao, Huan Yan, Xiao Sun, and Mianxiong Dong
"Target-Oriented WiFi Sensing for Respiratory Healthcare: from Indiscriminate Perception to In-Area Sensing ",
IEEE Network, 2024. (SCI Q1, JCR Q1, IF=8.5)
[PDF, Cite]
[JCA'24]
Jinyang Huang, Feng-Qi Cui, Changxiu Ma, Wendong Fan, Meng Li, Jingyu Li, Xiao Sun, Linsheng Huang, Zhi Liu
"Sleep apnea detection based on universal wristband ",
Journal of Computer Applications, 2024. (CCT T2, CSCD)
[PDF, Cite]
[IOTJ'24]
Peng Zhao1, Jinyang Huang1*, Xiang Zhang, Zhi Liu, Huan Yan, Meng Wang, Guohang Zhuang, Yutong Guo, Xiao Sun, Meng Li
"Wi-Pulmo: Commodity WiFi Can Capture Your Pulmonary Function Without Mouth Clinging ",
IEEE Internet of Things Journal, 2024. (CCF Rank C, SCI Q1, JCR Q1, IF=10.6)
[PDF, Cite]
[TIFS'24]
Jinyang Huang, Jia-Xuan Bai, Xiang Zhang, Zhi Liu, Yuanhao Feng, Jianchun Liu, Xiao Sun, Mianxiong Dong, Meng Li,
"KeystrokeSniffer: An Off-the-Shelf Smartphone Can Eavesdrop on Your Privacy from Anywhere ",
IEEE Transactions on Information Forensics and Security, 2024. (CCF Rank A, SCI Q1, JCR Q1, IF=7.3)
[PDF, Cite]
[TAFFC'24]
Yu Gu, Yibing Weng, Yantong Wang, Meng Wang, Guohang Zhuang, Jinyang Huang, Xiaolan Peng, Liang Luo, Fuji Ren,
"EmoTake: Exploring Drivers’ Emotion for Takeover Behavior Prediction ",
IEEE Transactions on Affective Computing, 2024. (CCF B, SCI Q2, JCR Q1, IF=11.2)
[PDF, Cite]
[ToN'24]
Jianchun Liu, Shilong Wang, Hongli Xu , Yang Xu, Member, Yunming Liao, Jinyang Huang, He Huang,
"Federated Learning With Experience-Driven Model Migration in Heterogeneous Edge Networks ",
IEEE/ACM Transactions on Networking, 2024. (CCF Rank A, SCI Q2, JCR Q1, IF=3.56)
[PDF, Cite]
[IOTJ'24]
Jianchun Liu, Yujia Huo, Pengcheng Qu, Sun Xu, Zhi Liu, Qianpiao Ma, Jinyang 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, Cite]
[TMC'23]
Jinyang 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, Cite]
[TMC'23]
Jianchun Liu, Jiaming Yan, Hongli Xu, Zhiyuan Wang, Jinyang 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, Cite]
[TAFFC'23]
Yu Gu, Xiang Zhang, Huan Yan, Jinyang 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, Cite]
[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, Cite]
[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, Cite]
[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, Cite]
[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, Cite]
Conference Papers
[MobiCom'24]
Xiang Zhang, Zehua Ma, Jinyang Huang*, Huan Yan, Meng Li, Zhi Liu, Bin Liu,
"Hidden WiFi Camera Localization via Signal Propagation Path Analysis ",
The 30th Annual International Conference On Mobile Computing And Networking (MobiCom 2024), Washington, D.C., USA, November 2024. (CCF Rank A)
[PDF, Demo, Cite]
[MM'24]
Ruiqi Wang1, Jinyang Huang1*, Jie Zhang, Xin Liu, Xiang Zhang, Zhi Liu, Peng Zhao, Sigui Chen, Xiao Sun,
"FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks ",
ACM Multimedia 2024 (MM), Melbourne, Australia, October 2024. (CCF Rank A, Oral paper (174/4385=3.97%))
[PDF, Code, Cite]
[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 ",
2024 IEEE International Conference on Communication (ICC), 2024. (CCF Rank C)
[PDF, Cite]
[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, Cite]
[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, Cite]
[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, Cite]
[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, Cite]
[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, Cite]
[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, Cite]
[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. (CAAI Rank A, CCF Rank B)
[PDF, Cite]
[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, Cite]
[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, Cite]
[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, Cite]
[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, Cite]
Patents
- Jinyang Huang, Meng Wang, et al. (2024). An Anti-motion Interference Human Breathing Monitoring System based on Multi-antenna WiFi Signals, 2024-9-20, China, 202411044575.3 (Invention Patent, Patentee: Hefei University of Technology)
- Jinyang Huang, Yunsheng Guo, et al. (2024). An WiFi-based Environment Robust Activity Recognition Method and System, 2024-5-17, China, ZL 2024 1 0173471.6 (Invention Patent, Patentee: Hefei University of Technology)
- Bin Liu, Jiaxuan Bai, Jinyang Huang, et al. (2022). A Gesture Password Cracking System based on a Commodity Wearable Wristband. 2022-9-2, China, ZL 2021 1 0558372.6 (Invention Patent, Patentee: University of Science and Technology of China)
- Linsheng Huang, Jinyang Huang, et al. (2018). An intelligent Following System and Following Method based on Indoor Hybrid Positioning. 2018-8-28, China, ZL 2016 1 0258904.3 (Invention Patent, Patentee: Anhui University)
- Linsheng Huang, Jinyang Huang, et al. (2016). An Intelligent Following System Based on Indoor Hybrid Positioning. 2016-9-28, China, ZL 2016 2 0350808.7 (Utility Model Patent, Patentee: Anhui University)
Projects
- National Natural Science Foundation of China for Youths, Research on Efficient Multi-target Forgery Attack Detection Protocol Against Motion Interference, 62302145, 2024.01-2026.12, Host.
- Major Scientific and Technological Project of Anhui Provincial Science and Technology Innovation Platform, Intelligent Analysis and Decision Support for Multi-source Heterogeneous Data in the Industry based on Multimodal Large Models, 202305a12020012, 2024.01-2025.12, Host.
- Anhui Province Science Foundation for Youths, Research on A Robust Multi-target Efficient Forgery Attack Detection Protocol in Complex Mobility Environments, 2308085QF230, 2023.09-2025.08, Host.
- Young Teachers’ Scientific Research Innovation Launches Special A Project, Intelligent Analysis and Decision Support for Multi-source Heterogeneous Data in the Industry based on Multimodal Large Models, JZ2023HGQA0100, 2023.05-2025.04, Host.
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
Social Service
Secretary General of the Anhui Province Key Laboratory of Affective Computing and Advanced Intelligence Machine (led by Meng Wang)
IEEE Communications Society Big Data Technical Committee (TCBD) Member
Director of the General Office of the Affective Computing Committee of Anhui Artificial Intelligence Society
IEEE Communications Society Multimedia Communications Technical Committee (MMTC) Member
Executive member of the Ubiquitous Computing Committee of the China Computer Federation
Executive member of the Intelligent Reasoning Committee of Anhui Artificial Intelligence Society
Editor or Guest Editor
Special Issue "Advanced Artificial Intelligence in Medicine and Bioinformatics" on Applied Sciences (DDL 2023.10.31)
TPC Chair
Special Sessions "Psychological State Analysis Based on Multimedia Information Processing" on IEEE ICME 2025 (DDL 2024.12.24)
Technical Program Committee Member
The 2025 International Conference on Smart Transportation and Smart City (STSC 2025)
The 21th IEEE International Conference on Ubiqeritous Intelligence and Conputing (UIC 2024)
2024 ACM Multimedia (ACM MM 2024)
IEEE 10th World Forum on Internet of Things (IEEE WF-IOT 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 Wireless Communication Magazine (IEEE WCM)
IEEE Transactions on Dependable and Secure Computing (IEEE TDSC)
IEEE Transactions on Multimedia (IEEE TMM)
ACM Transactions on Sensor Networks (ACM TOSN)
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)
Frontiers in Medicine
Journal of Circuits, Systems and Computers (JCSC)
Awards
- Young Scientist of Anhui Computer Federation 2024 Award, Anhui Computer Federation, 2024
- 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
