| 2026 | PERCOM | Attention Feature Fusion with Cluster Contrastive Learning for Snoring and Breath-Holding Detection Using Seismic Sensing. | Yingjian Song, Jiayu Chen, Zixuan Zeng, Yida Zhang, Zaid Farooq Pitafi, Bradley G. Phillips, Xiang Zhang, Fei Dou, Wen-Zhan Song |
| 2026 | PERCOM | CARE: Contrastive Alignment for ADL Recognition from Event-Triggered Sensor Streams. | Junhao Zhao, Zishuai Liu, Ruili Fang, Jin Lu, Linghan Zhang, Fei Dou |
| 2026 | PERCOM | Artifact: CARE: Contrastive Alignment for ADL Recognition from Event-Triggered Sensor Streams. | Junhao Zhao, Zishuai Liu, Ruili Fang, Jin Lu, Linghan Zhang, Fei Dou |
| 2026 | SENSYS | ADLGen: Synthesizing Symbolic, Event-Triggered Sensor Sequences for Smart-Home Human Activity Modeling. | Weihang You, Hanqi Jiang, Jiahui Li, Zishuai Liu, Tianming Liu, Jin Lu, Fei Dou |
| 2025 | EMNLP | HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization. | Huaqin Zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu, Jin Lu |
| 2025 | ICCV | LOCAL: Latent Orthonormal Contrastive Learning for Paired Image Classification. | Fei Dou, Jin Lu, Tan Zhu, Jinbo Bi |
| 2025 | ISWC | Cross-Modal Translation and Alignment of Sensor Events for Layout-Aware Activity Modeling. | Weihang You, Zishuai Liu, Fei Dou |
| 2024 | MOBICOM | Proximal Federated Learning for Body Mass Index Monitoring using Commodity WiFi. | Jiaxi Li, Kiran Davuluri, Khairul Mottakin, Zheng Song, Fei Dou, Jin Lu |
| 2023 | IJCAI | Customized Positional Encoding to Combine Static and Time-varying Data in Robust Representation Learning for Crop Yield Prediction. | Qinqing Liu, Fei Dou, Meijian Yang, Ezana Amdework, Guiling Wang, Jinbo Bi |
| 2018 | MASS | Top-Down Indoor Localization with Wi-Fi Fingerprints Using Deep Q-Network. | Fei Dou, Jin Lu, Zigeng Wang, Xia Xiao, Jinbo Bi, Chun-Hsi Huang |
| 2010 | UIC | An Adaptive Cross-Layer Mechanism of Multi-channel Multi-interface Wireless Networks for Real-Time Video Streaming. | Jian Liu, Fangmin Li, Fei Dou, Xu He, Zhigang Luo, Hong Xiong |