Publications

Ruibin Chen, Haozhe Lei, Hao Guo, Marco Mezzavilla, Hitesh Poddar, Tomoki Yoshimura, Sundeep Rangan. Transformer-Based Rate Prediction for Multi-Band Cellular Handsets. IEEE International Conference on Communications (ICC), 2026.

Zhaoye Pan, Haozhe Lei, Fan Zuo, Zilin Bian, Tao Li. Distributed Online Convex Optimization with Nonseparable Costs and Constraints. 2026.

Haozhe Lei, Hao Guo, Sundeep Rangan. Wireless Localization via Likelihood-Based Posterior Inference. 2025.

Haozhe Lei, Ya-Ting Yang, Tao Li, Zilin Bian, Fan Zuo, Sundeep Rangan, Kaan Ozbay. Traffic Adaptive Moving-window Service Patrolling for Real-time Incident Management during High-impact Events. 2025.

Tao Li, Haozhe Lei, Mingsheng Yin, Yaqi Hu. Reinforcement Learning with Physics-Informed Symbolic Program Priors for Zero-Shot Wireless Indoor Navigation. Reinforcement Learning Conference (RLC), 2025.

Ya-Ting Yang, Haozhe Lei, Quanyan Zhu. PRADA: Proactive Risk Assessment and Mitigation of Misinformed Demand Attacks on Navigational Route Recommendations. IEEE Transactions on Information Forensics and Security, 2025.

Tao Li, Haozhe Lei, Hao Guo, Mingsheng Yin, Yaqi Hu, Quanyan Zhu, Sundeep Rangan. Digital Twin-Enhanced Wireless Indoor Navigation: Achieving Efficient Environment Sensing with Zero-Shot Reinforcement Learning. IEEE Open Journal of the Communications Society, 2025.

Tao Li, Zilin Bian, Haozhe Lei, Fan Zuo, Ya-Ting Yang, Quanyan Zhu, Zhenning Li, Zhibin Chen, Kaan Ozbay. Digital Twin-Based Driver Risk-Aware Intelligent Mobility Analytics for Urban Transportation Management. IEEE Transactions on Intelligent Transportation Systems, 2025.

Haozhe Lei, Hao Guo, Tommy Svensson, Sundeep Rangan. Beyond Point Estimates: Likelihood-Based Full-Posterior Wireless Localization. 2025.

Mingsheng Yin, Tao Li, Haozhe Lei, Yaqi Hu, Sundeep Rangan, Quanyan Zhu. Zero-Shot Wireless Indoor Navigation through Physics-Informed Reinforcement Learning. 2024 IEEE International Conference on Robotics and Automation (ICRA), 2024.