Full Publications

• CVPR'26

  Acceptance rate:25.42%
  LiveGesture: Streamable Co-Speech Gesture Generation Model Muhammad Usama Saleem, Mayur Jagdishbhai Patel, Ekkasit Pinyoanuntapong, Zhongxing Qin, Li Yang, Hongfei Xue, Ahmed Helmy, Chen Chen, Pu Wang
  The IEEE/CVF Computer Vision and Pattern Recognition Conference
• CVPR'26 Findings

  Acceptance rate: 36.08%
  CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Bingyi Liu, Chuanhui Zhu, Hongfei Xue, JianTeng, Jipeng Liu, Enshu Wang, Penglin Dai, Pu Wang
  The IEEE/CVF Computer Vision and Pattern Recognition Conference Findings
• AAAI'26

  Acceptance rate:17.6%
  Walk Before You Dance: High-fidelity and Editable Dance Synthesis via Generative Masked Motion Prior Foram N Shah, Parshwa N Shah, Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Pu Wang, Hongfei Xue, Ahmed Helmy
  Proceedings of the AAAI Conference on Artificial Intelligence

  [Paper]
• AAAI'26

  Acceptance rate:17.6%
  Lifelong Domain Adaptive 3D Human Pose Estimation Qucheng Peng, Hongfei Xue, Pu Wang, Chen Chen
  Proceedings of the AAAI Conference on Artificial Intelligence

  [Paper]
• npj'25
  AI-assisted rapid crystal structure generation towards a target local environment Osman Goni Ridwan, Sylvain Pitié, Monish Soundar Raj, Dong Dai, Gilles Frapper, Hongfei Xue, Qiang Zhu
  npj Computational Materials

  [Paper]
• ICCV'25

  Acceptance rate: 2698/11152=24.1% 🏆 Oral (64/11152) and Award Candidate (26/11152)
  MaskControl: Spatio-Temporal Control for Masked Motion Synthesis Ekkasit Pinyoanuntapong, Muhammad Saleem, Korrawe Karunratanakul, Pu Wang, Hongfei Xue, Chen Chen, Chuan Guo, Junli Cao, Jian Ren, Sergey Tulyakov
  Proceedings of the IEEE/CVF International Conference on Computer Vision

  [Paper]
• ICCV'25

  Acceptance rate: 2698/11152=24.1%
  mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework Bingyi Liu, Jian Teng, Hongfei Xue, Enshu Wang, Chuanhui Zhu, Pu Wang, Libing Wu
  Proceedings of the IEEE/CVF international conference on computer vision

  [Paper]
• ICCV'25

  Acceptance rate: 2698/11152=24.1%
  MaskHand: Generative Masked Modeling for Robust Hand Mesh Reconstruction in the Wild Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Mayur Jagdishbhai Patel, Hongfei Xue, Ahmed Helmy, Srijan Das, Pu Wang
  Proceedings of the IEEE/CVF international conference on computer vision

  [Paper]
• ICCV'25

  Acceptance rate: 2698/11152=24.1%
  Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition Wenhan Wu, Zhishuai Guo, Chen Chen, Hongfei Xue, Aidong Lu
  Proceedings of the IEEE/CVF international conference on computer vision

  [Paper]
• ICCV'25 Workshop
  FreqPure: a High-frequency Preservation Diffusion-based Purification Method for Protective Perturbation Removal Yan Ju, Hongfei Xue, Siwei Lyu
  Proceedings of the IEEE/CVF international conference on computer vision

  [Paper]
• ICDCS'25

  Acceptance rate: 104/529=19.6%
  Physical Backdoor Attacks against mmWave-based Human Activity Recognition Ziqian Bi, Amit Singha, Hongfei Xue, Tao Li, Yimin Chen, and Yanchao Zhang
  IEEE International Conference on Distributed Computing Systems

  [Paper]
• CVPR'25

  Acceptance rate: 2698/11239=24.0%
  HOIGPT: Learning Long Sequence Hand-Object Interaction with Language Models Mingzhen Huang, Fu-Jen Chu, Bugra Tekin, Kevin J Liang, Haoyu Ma, Weiyao Wang, Xingyu Chen, Pierre Gleize, Hongfei Xue, Siwei Lyu, Kris Kitani, Matt Feiszli, Hao Tang
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

  [Paper]
• SenSys'25

  Acceptance rate: 46/245=18.7% 🏆 Best Paper Award(1/245)
  RAM-Hand: Robust Acoustic Multi-Hand Pose Reconstruction Using a Microphone Array Shiyang Wang, Henglin Pu, Qiming Cao, Wenjun Jiang, Xingchen Wang, Tianci Liu, Zhengxin Jiang, Hongfei Xue, Lu Su
  Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems

  [Paper]
• SenSys'25

  Acceptance rate: 46/245=18.7% 🏆 Best Paper Honorable Mention(2/245)
  Argus: Multi-View Egocentric Human Mesh Reconstruction Based on Stripped-Down Wearable mmWave Add-on Di Duan, Shengzhe Lyu, Mu Yuan, Hongfei Xue, Tianxing Li, Weitao Xu, Kaishun Wu, Guoliang Xing
  Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems

  [Paper]
• AAAI'25

  Acceptance rate: 3032/12957=23.4%
  GenHMR: Generative Human Mesh Recovery Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Pu Wang, Hongfei Xue, Srijan Das, Chen Chen
  The Thirty-Ninth AAAI Conference on Artificial Intelligence

  [Paper] [Website]
• WACV'25

  Acceptance rate: 930/2458=37.8%
  BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos Farnoosh Koleini, Muhammad Usama Saleem, Pu Wang, Hongfei Xue, Ahmed Helmy, and Abbey Fenwick
  IEEE/CVF Winter Conference on Applications of Computer Vision

  [Paper] [Website]
• IOTJ'25
  mmHand: Towards Pixel-Level-Accuracy Hand Localization Using A Single Commodity mmWave Device Xiaoyu Zhang, Zhengxiong Li, Chenhan Xu, Luchuan Song, Huining Li, Hongfei Xue, Yingxiao Wu, Wenyao Xu
  IEEE Internet of Things Journal

  [Paper]
• BigData'24

  🏆 Best Undergraduate Paper Award
  Towards Robust mmWave-based Human Activity Recognition using Large Simulated Dataset for Model Pretraining Vinay Joshi, Shengkai Xu, Qiming Cao, Yi Zhu, Pu Wang, Hongfei Xue
  2024 IEEE International Conference on Big Data

  [Paper]
• SenSys'24
  mmCLIP: Boosting mmWave-based Zero-shot HAR via Signal-Text Alignment Qiming Cao, Hongfei Xue, Tianci Liu, Xingchen Wang, Haoyu Wang, Xincheng Zhang, Lu Su
  Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems

  [Paper] [GitHub]
• TOSN'24
  Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals Shiyang Wang, Xingchen Wang, Wenjun Jiang, Chenglin Miao, Qiming Cao, Haoyu Wang, Ke Sun, Hongfei Xue, Lu Su
  ACM Transactions on Sensor Networks

  [Paper]
• MobiCom'24
  Malicious Attacks against Multi-Sensor Fusion in Autonomous Driving Yi Zhu, Chenglin Miao, Hongfei Xue, Yunnan Yu, Lu Su, Chunming Qiao
  Proceedings of the 30th Annual International Conference on Mobile Computing and Networking

  [Paper]
• MobiCom'23
  Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation Hongfei Xue, Qiming Cao, Chenglin Miao, Yan Ju, Haochen Hu, Aidong Zhang, Lu Su
  Proceedings of the 29th Annual International Conference on Mobile Computing and Networking

  [Paper]
• CCS'23
  TileMask: A Passive-reflection-based Attack against mmWave Radar Object Detection in Autonomous Driving Yi Zhu, Chenglin Miao, Hongfei Xue, Zhengxiong Li, Yunnan Yu, Wenyao Xu, Lu Su, and Chunming Qiao
  Proceedings of the 30th ACM Conference on Computer and Communications Security

  [Paper]
• KDD'23
  Macular: a Multi-Task Adversarial Framework for Cross-Lingual Natural Language Understanding Haoyu Wang, Yaqing Wang, Feijie Wu, Hongfei Xue, Jing Gao
  Proceedings of the 29th SIGKDD Conference on Knowledge Discovery and Data Mining

  [Paper]
• SenSys'22
  M⁴esh: mmWave-based 3D Human Mesh Construction for Multiple Subjects Hongfei Xue*, Qiming Cao*, Yan Ju, Haochen Hu, Haoyu Wang, Aidong Zhang, Lu Su
  Proceedings of the 20th ACM Conference on Embedded Networked Sensor System

  [Paper]
• ICIP'22
  Fusing Global and Local Features for Generalized AI-Synthesized Image Detection Yan Ju, Shan Jia, Lipeng Ke, Hongfei Xue, Koki Nagano, Siwei Lyu
  The 29th IEEE International Conference on Image Processing

  [Paper] [Code]
• MobiSys'21
  mmMesh: Towards 3D Real-Time Dynamic Human Mesh Construction Using Millimeter-wave Hongfei Xue, Yan Ju, Chenglin Miao, Yijiang Wang, Shiyang Wang, Aidong Zhang, Lu Su
  Proceedings of the 19th ACM International Conference on Mobile Systems, Applications, and Services

  [Paper] [Project Site]
• MobiCom'20
  Towards 3D Human Pose Construction Using WiFi Wenjun Jiang*, Hongfei Xue*, Chenglin Miao, Shiyang Wang, Sen Lin, Chong Tian, Srinivasan Murali, Haochen Hu, Zhi Sun, Lu Su
  Proceedings of the 26th Annual International Conference on Mobile Computing and Networking

  [Paper]
• UbiComp'20
  DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition Hongfei Xue*, Wenjun Jiang*, Chenglin Miao, Fenglong Ma, Shiyang Wang, Ye Yuan, Shuochao Yao, Aidong Zhang, Lu Su
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

  [Paper]
• IJCAI'19
  Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm Mengdi Huai, Hongfei Xue, Chenglin Miao, Liuyi Yao, Lu Su, Changyou Chen, Aidong Zhang
  Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

  [Paper]
• IJCAI'19
  On the Estimation of Treatment Effect with Text Covariates Liuyi Yao, Sheng Li, Yaliang Li, Hongfei Xue, Jing Gao, Aidong Zhang
  Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

  [Paper]
• MobiHoc'19
  DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data Hongfei Xue, Wenjun Jiang, Chenglin Miao, Ye Yuan, Fenglong Ma, Xin Ma, Yijiang Wang, Shuochao Yao, Wenyao Xu, Aidong Zhang, Lu Su
  Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing

  [Paper]
• MobiCom'18
  Towards Environment Independent Device Free Human Activity Recognition Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shuochao Yao, Yaqing Wang, Ye Yuan, Hongfei Xue, Chen Song, Xin Ma, Dimitrios Koutsonikolas, Wenyao Xu, Lu Su
  Proceedings of the 24th Annual International Conference on Mobile Computing and Networking

  [Paper]
• BHI'18
  A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learning Ye Yuan, Guangxu Xun, Fenglong Ma, Qiuling Suo, Hongfei Xue, Kebin Jia, Aidong Zhang
  2018 IEEE EMBS International Conference on Biomedical & Health Informatics

  [Paper]
• BCB'16
  Risk Factor Analysis Based on Deep Learning Model Qiuling Suo, Hongfei Xue, Jing Gao, Aidong Zhang
  Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics

  [Paper]