计划招收一名2026秋季入学的博士研究生,多模态基础模型方向,欢迎交流。
招收2026年秋季研究生 ---> 有意于2026年秋季入学、2025年秋季保研的同学,欢迎联系交流。
招收2027年秋季研究生 ---> 有意于2027年秋季入学、2026年秋季保研的同学,欢迎联系交流。
更多课题组的介绍和招生方面的问题请参考:Q&A
课题组欢迎本科生来参与科研项目,欢迎学有余力的同学,如成绩足够保研、四六级500分以上、写作好、编码能力强,且积极主动的同学与我联系。
- 希望你的实习生交流邮件包括:1. 简历;2. 成绩单;3. 个人陈述; 4. 未来规划
我也与计算机学院的 惠维 教授(谷歌学术主页)、丁菡 副教授(谷歌学术主页)、王鸽 副教授(谷歌学术主页)合作招收研究生,招收的研究生将在合作导师名下、在合作导师课题组完成研究生阶段学业,感兴趣的同学可直接与三位老师联系。
My research interest is building novel sensory systems for human, event, and things sensing, such as activity recognition, human pose estimation, person re-identification, etc. I have published papers at top-tier journals such as IMWUT, IoTJ, TII, TIP, and flag-ship conferences such as Globecom, ICCV, MobiHoc, CVPR, Ubicomp, etc. I received the Best Paper Award of IEEE Globecom 2019.
Currently, I lead an AIoT Group at Xi'an Jiaotong University. The research topic is sensing with knowledge of Machine Learning, Deep Learning, Sensors, Robotics, Signal Processing, LLMs, etc. We have released some interesting projects on our GitHub homepage, such as Person in WiFi 3D (CVPR 2024), XRF55 Dataset (Ubicomp 2024), XRF V2(Ubicomp 2025), etc. I am also a founding leadership member of the Sensing Dataset Platform, designed for Intelligence Sensing and Communications, SDP4ISAC.
We currently do not have any openings for international students.
2024.3-至今 西安交通大学 电信学部软件学院 副教授、博士生导师
2020.9-2024.3 西安交通大学 电信学部软件学院 助理教授、硕士生导师
2020.9-至今 西安交通大学 控制科学与工程 博士后 导师:龚怡宏 教授 (IEEE Fellow)
2016.3-2020.3 西安交通大学 计算机科学与技术 博士 导师:韩劲松 教授
2019.11-2020.1 浙江大学 网安学院 访问 韩劲松 教授 、林峰 研究员、任奎 教授 (ACM/IEEE Fellow)
2017.10-2019.10 卡内基梅隆大学 机器人所 联合培养博士生 导师:黄东 博士、Fernando De la Torre
2014.9-2016.2 西安交通大学 计算机科学与技术 硕士 导师:赵银亮 教授
2009.9-2013.7 西安交通大学 计算机科学与技术 学士
作为负责人的项目:
1. 国家自然科学基金-面上项目 , 面向开放域泛化的多模态无线感知基座模型构建与持续更新方法研究,62572383,2026.1-2029.12,50万
2. 新副教授中央高校基本科研业务费,2025.5-2027.5,10万
3. 空天地一体化综合业务网全国重点实验室开放课题,基于大模型的xxxx的研究,2025.5.-2026.5,6万
4. 中央高校基本科研业务费,基于大模型微调的无线成像方法研究,2024.1.1.-2026.12.31,5万
5. 国家自然科学基金-青年项目 , 时空细粒度的跨模态无线感知方法研究,62102307,2022.1.1.-2024.12.31,30万(已结题)
6. 陕西省重点研发-重点项目,基于WiFi的细粒度行为感知系统,2021GXLH-Z-021,2021.5.1-2023.4.30,50万(已结题)
7. 中国博士后-面上项目,智能增强的非接触式行为理解方法研究,2021M692562,2021.9.1-2023.2.28, 8万(已结题)
8. 华为公司,晟腾下的MindSpore开发,2021-2022 (已结题)
学术公共服务:
中国计算机学会 普适计算专委会 执行委员、物联网专委会 执行委员
客座编辑:MDPI Electronics, MDPI Sensors, Call for paper now, if=3.4
领域/研讨会主席:ICSEE 2024, IEEE ICCVIT 2025
审稿人/程序委员会成员:
会议:CVPR 2026, ICASSP 2026, AAAI 2026, UBICOMP 2026, WACV 2026, INFOCOM 2026, ACM MM 2025, ACM UBICOMP 2025, ICCV 2025, IJCNN 2025, CVPR 2025, ICASSP 2025, AAAI 2025, HPCC 2024, UIST 2024, ECCV 2024, CVPR 2024, AAAI 2024, ICCV 2023, CVPR 2023, AAAI 2023, Socialcom 2023, ICCV 2021, AAAI 2020
期刊:IEEE TPAMI, ACM IMWUT, IEEE TMC, IEEE TVCG, IEEE TIP, IEEE T-NNLS, IEEE TII, IEEE IoT-J, IEEE Access, IEEE TSMC
Elsevier Computer Networks,Computer Vision and Image Understanding
MDPI Sensors, etc.
Selected papers:
- 【INFOCOM 2026】Dachao Han, Teng Huang, Han Ding#, Cui Zhao, Fei Wang, Ge Wang, Wei Xi, mmWave-Aided Unified Speech Enhancement and Separation without Speaker Count Prior, IEEE INFOCOM 2026 (CCF A类会议)
- 【ACM Sensys 2026】Ge Wang, Jiazheng Chen, Zhe Chen, Fei Wang, Jianan Wang, Han Ding, Cui Zhao, Wei Xi, Jinsong Han, Zero-effort Cross-domain Wireless Respiration Monitoring under Free Movements with commercial UWB devices, ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems (Sensys 2026), (CCF B, SIGMOBILE旗舰会议)
- 【ACM IMWUT/UBICOMP 2026】Dachao Han, Teng Huang, Han Ding#, Cui Zhao, Fei Wang, Ge Wang, Wei Xi, We Can Hear You with mmWave Radar! An End-to-End Eavesdropping System, ACM IMWUT/UBICOMP 2026 (CCF A类会议)
- 【本科生训练】Zhijian Wang(大三), Lei Ouyang(大三), Shi Chen(大三), Han Ding, Ge Wang, Fei Wang#, SimID: Wi-Fi-Based Few-Shot Cross-Domain User Recognition with Identity Similarity Learning, MDPI Sensors 2025 (普通的期刊)[paper][code]
- 【ACM IMWUT/UBICOMP 2025】Bo Lan, Pei Li, Jiaxi Yin(研0), Yunpeng Song, Ge Wang, Han Ding, Jinsong Han, Fei Wang#, XRF V2: A Dataset for Action Summarization with Wi-Fi Signals, and IMUs in Phones, Watches, Earbuds, and Glasses, ACM IMWUT/UBICOMP 2025 (CCF A类会议)[paper][code]
- 【CVPR 2025】R.D. Lin, Pengcheng Weng(大四), Yinqiao Wang(大三), Ding Han, Jinsong Han, Fei Wang#,HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving, IEEE/CVF CVPR2025 (CCF A类会议)[paper][code]
- 【TMC 2025】Fei Wang#, Tingting Zhang, Xilei Wu, Pengcheng Wang, Xin Wang, Han Ding, Jingang Shi, Jinsong Han, Dong Huang, You Can Wash Hands Better: Accurate Daily Handwashing Assessment with a Smartwatch, IEEE Transactions on Mobile Computing 2025 (CCF A类期刊,中科院一区期刊)[paper][code]
- 【TMC 2025】Cui Zhao, Guotong Fang, Han Ding#, Xinhui Liu, Fei Wang, Ge Wang, Kun Zhao, Zhi Wang, Wei Xi, Federated Multi-Source Domain Adaptation for mmWave-based Human Activity Recognition, IEEE Transactions on Mobile Computing 2025 (CCF A类期刊,中科院一区期刊)
- 【INFOCOM 2025】Teng Huang, Han Ding#, Wenxin Sun, Cui Zhao, Ge Wang, Fei Wang, Kun Zhao, Zhi Wang, Wei Xi, One Snapshot is All You Need: A Generalized Method for mmWave Signal Generation, IEEE INFOCOM 2025 (CCF A类会议)[paper][code]
- 【IoTJ 2025】Yuance Chang, Han Ding#, Feng Cao, Cui Zhao, Fei Wang, Ge Wang, Zhi Wang, Wei Xi, mmYodar+: Robust Human Detection using mmWave Signals, IEEE Internet of Things Journal 2025 (中科院一区期刊)
- 【NAACL 2025】Xiangyan Liu, Bo Lan, Zhiyuan Hu, Yang Liu, Zhicheng Zhang, Fei Wang, Michael Shieh, Wenmeng Zhou, CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases, NAACL 2025 (NLP三大顶会)[paper][code]
- 【IoTJ 2024】Bo Lan, Fei Wang# , Lekun Xia, Fan Nai(大四), Shiqiang Nie, Han Ding, Jinsong Han, BullyDetect: Detecting School Physical Bullying with Wi-Fi and Deep Wavelet Transformer, IEEE Internet of Things Journal 2024 (中科院一区期刊)[paper][code]
- 【CVPR 2024】Kangwei Yan, Fei Wang#, Bo Qian, Han Ding, Jinsong Han, Xing Wei, Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi, CVPR 2024 (CCF A类会议)[paper][code]
- Han Ding, Linwei Zhai, Cui Zhao#, Fei Wang, Ge Wang, Wei Xi, Zhi Wang, Jizhong Zhao, Genre Classification Empowered by Knowledge-Embedded Music Representation, IEEE/ACM Transactions on Audio, Speech, and Language Processing 2024(中科院一区期刊)
- 【ACM IMWUT/UBICOMP 2024】Fei Wang#, Yizhe Lv, Mengdie Zhu, Han Ding, Jinsong Han, XRF55: A Radio Frequency Dataset for Human Indoor Action Analysis, ACM Ubicomp/IMWUT 2024 (CCF A类会议)[paper][code]
- 【TMM 2023】Jingang Shi, Yusi Wang, Zitong Yu, Guanxin Li, Xiaopeng Hong, Fei Wang#, Yihong Gong, Exploiting Multi-scale Parallel Self-attention and Local Variation via Dual-branch Transformer-CNN Structure for Face Super-resolution, IEEE Transactions on Multimedia 2023 (中科院一区期刊, ESI高被引,Top1%)[paper][code]
- 【IoTJ 2023】Fei Wang, Yiao Gao, Bo Lan, Han Ding, Jingang Shi#, Jinsong Han#, U-shape Deep Networks are Unified Backbones for Human Action Understanding from Wi-Fi Signals, IEEE Internet of Things Journal 2023 (中科院一区期刊)[paper][code]
- 【IJCAI 2023】Guanxin Li, Jingang Shi#, Yuan Zong, Fei Wang, Tian Wang, Yihong Gong, Learning Attention from Attention: Effcient Self-Refnement Transformer for Face Super-Resolution, IJCAI 2023 (CCF A类会议)
- 【ACM IMWUT/UBICOMP 2023】Han Ding, Zhenbin Chen, Cui Zhao#, Fei Wang, Ge Wang, Wei Xi, Jizhong Zhao, MI-Mesh: 3D Human Mesh Construction by Fusing Image and Millimeter Wave, ACM Ubicomp/IMWUT 2023 (CCF A类会议)
- 【IJCAI 2022】Jingang Shi, Yusi Wang, Songlin Dong, Xiaopeng Hong, Zitong Yu#, Fei Wang, Changxin Wang, Yihong Gong, IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution, IJCAI 2022 (CCF A类会议)
- 【TII 2021】Fei Wang, Ruonan Liu#, Qinghua Hu, Xuefeng Chen, Cascade Convolutional Neural Network With Progressive Optimization for Motor Fault Diagnosis Under Nonstationary Conditions, IEEE Transactions on Industrial Informatics 2021 (中科院一区期刊)
- 【TIP 2021】Sanping Zhou, Jinjun Wang#, Le Wang, Jimuyang Zhang, Fei Wang, Dong Huang, Nanning Zheng, Hierarchical and Interactive Refinement Network for Edge-Preserving Salient Object Detection, IEEE Transactions on Image Processing 2021 (中科院一区期刊)
- 【TII 2020】Ruonan Liu, Fei Wang, Boyuan Yang#, S. Joe Qin, Multiscale Kernel Based Residual Convolutional Neural Network for Motor Fault Diagnosis Under Nonstationary Conditions, IEEE Transactions on Industrial Informatics 2020 (中科院一区期刊, ESI高被引,Top1%)
- 【ICCV 2019】Fei Wang, Sanping Zhou, Stanislav Panev, Jinsong Han#, Dong Huang#, Person-in-WiFi: Fine-grained Person Perception using WiFi, ICCV 2019 (CCF A类会议)
- 【ICCV 2019】Sanping Zhou, Fei Wang, Zeyi Huang, Jinjun Wang#, Discriminative Feature Learning With Consistent Attention Regularization for Person Re-Identification, ICCV 2019 (CCF A类会议)
- 【IoTJ 2019】Fei Wang, Zhejiang Li#, Jinsong Han#, Continuous User Authentication by Contactless Wireless Sensing, IEEE Internet of Things Journal 2019 (中科院一区期刊)
- 【Globecom 2019】Fei Wang, Jinsong Han, Feng Lin#, Kui Ren, WiPIN: Operation-free Passive Person Identification Using Wi-Fi Signals, IEEE Globecom 2019 (Best Paper Award)