| 2026 | AAAI | CP-Router: An Uncertainty-Aware Router Between LLM and LRM. | Jiayuan Su, Fulin Lin, Zhaopeng Feng, Han Zheng, Teng Wang, Zhenyu Xiao, Xinlong Zhao, Zuozhu Liu, Lu Cheng, Hongwei Wang |
| 2026 | ACL | Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework. | Jiaqi Weng, Han Zheng, Hanyu Zhang, Ej Zhou, Qinqin He, Jialing Tao, Hui Xue, Zhixuan Chu, Xiting Wang |
| 2026 | NDSS | SYSYPHUZZ: the Pressure of More Coverage. | Zezhong Ren, Han Zheng, Zhiyao Feng, Qinying Wang, Marcel Busch, Yuqing Zhang, Chao Zhang, Mathias Payer |
| 2026 | NDSS | Beyond Jailbreak: Unveiling Risks in LLM Applications Arising from Blurred Capability Boundaries. | Yunyi Zhang, Shibo Cui, Baojun Liu, Jingkai Yu, Min Zhang, Fan Shi, Han Zheng |
| 2026 | WCNC | Joint Pickup and Trajectory Optimization for Cellular Cargo UAV under Connectivity and Energy Constraints. | Wenjie Li, Han Zheng, Fahui Wu, Yu Xu, Yipeng Liang, Huabing Lu, Dingcheng Yang |
| 2026 | WCNC | Secure UAV-PASS Networks: Joint Trajectory and PAs' Positions Optimization. | Xingchi Zhang, Han Zheng, Xiaoqiang Lv, Yu Xu, Dingcheng Yang, Fahui Wu |
| 2025 | AAAI | D | Qian Zeng, Jie Song, Han Zheng, Hao Jiang, Mingli Song |
| 2025 | ACL | FloorPlan-LLaMa: Aligning Architects' Feedback and Domain Knowledge in Architectural Floor Plan Generation. | Jun Yin, Pengyu Zeng, Haoyuan Sun, Yuqin Dai, Han Zheng, Miao Zhang, Yachao Zhang, Shuai Lu |
| 2025 | ICONIP | Fitness-Driven Evolutionary Federated Learning: Adaptive Client Selection and Dynamic Population for Communication Efficiency. | Yichun Yu, Yuqing Lan, Xiaoyi Yang, Zhihuan Xing, Han Zheng, Dan Yu |
| 2025 | IROS | Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment. | Han Zheng, Jiale Zhang, Mingyang Jiang, Peiyuan Liu, Danni Liu, Tong Qin, Ming Yang |
| 2025 | ICRA | Planning-Oriented Cooperative Perception Among Heterogeneous Vehicles. | Han Zheng, Fan Ye, Yuanyuan Yang |
| 2025 | SMC | SafeSim: An Open-Source Platform for Safety-Critical Driving Scenario Simulation and Curriculum-based Adversarial Training. | Yizhe Li, Linrui Zhang, Jiuzhou Lin, Junlong Wu, Qi Yang, Han Zheng, Xueqian Wang, Houde Liu |
| 2024 | ICDCS | Coreset-sharing based Collaborative Model Training among Peer Vehicles. | Han Zheng, Mengjing Liu, Fan Ye, Yuanyuan Yang |
| 2024 | ICRA | Multi-agent Path Finding for Cooperative Autonomous Driving. | Zhongxia Yan, Han Zheng, Cathy Wu |
| 2024 | IROS | Multi-agent Path Finding for Mixed Autonomy Traffic Coordination. | Han Zheng, Zhongxia Yan, Cathy Wu |
| 2023 | AAAI | Adaptive Policy Learning for Offline-to-Online Reinforcement Learning. | Han Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li, Jing Jiang |
| 2023 | ICDCS | RoADTrain: Route-Assisted Decentralized Peer Model Training Among Connected Vehicles. | Han Zheng, Mengjing Liu, Fan Ye, Yuanyuan Yang |
| 2023 | ICRA | DAMS-LIO: A Degeneration-Aware and Modular Sensor-Fusion LiDAR-inertial Odometry. | Fuzhang Han, Han Zheng, Wenjun Huang, Rong Xiong, Yue Wang, Yanmei Jiao |
| 2023 | QCE | SnCQA: A hardware-efficient equivariant quantum convolutional circuit architecture. | Han Zheng, Christopher Kang, Gokul Subramanian Ravi, Hanrui Wang, Kanav Setia, Frederic T. Chong, Junyu Liu |
| 2021 | HCI | Analyzing COVID-19 Vaccine Tweets for Tonal Shift. | Han Wei Tan, Chei Sian Lee, Dion Hoe-Lian Goh, Han Zheng, Yin Leng Theng |
| 2021 | ICPADS | GraFin: An Applicable Graph-based Fingerprinting Approach for Robust Indoor Localization. | Han Zheng, Yan Zhang, Lan Zhang, Hao Xia, Shaojie Bai, Guobin Shen, Tian He, Xiangyang Li |
| 2021 | MICCAI | Intracerebral Haemorrhage Growth Prediction Based on Displacement Vector Field and Clinical Metadata. | Ting Xiao, Han Zheng, Xiaoning Wang, Xinghan Chen, Jianbo Chang, Jianhua Yao, Hong Shang, Peng Liu |
| 2020 | MICCAI | Asynchronous in Parallel Detection and Tracking (AIPDT): Real-Time Robust Polyp Detection. | Zijian Zhang, Hong Shang, Han Zheng, Xiaoning Wang, Jiajun Wang, Zhongqian Sun, Junzhou Huang, Jianhua Yao |
| 2019 | MICCAI | Leveraging Other Datasets for Medical Imaging Classification: Evaluation of Transfer, Multi-task and Semi-supervised Learning. | Hong Shang, Zhongqian Sun, Wei Yang, Xinghui Fu, Han Zheng, Jia Chang, Junzhou Huang |
| 2019 | MICCAI | Semi-supervised Segmentation of Liver Using Adversarial Learning with Deep Atlas Prior. | Han Zheng, Lanfen Lin, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Ruofeng Tong, Jian Wu |
| 2018 | ICANN | Breast Cancer Histopathological Image Classification via Deep Active Learning and Confidence Boosting. | Baolin Du, Qi Qi, Han Zheng, Yue Huang, Xinghao Ding |
| 2018 | ICASSP | Man-Made Object Recognition from Underwater Optical Images Using Deep Learning and Transfer Learning. | Xian Yu, Xiangrui Xing, Han Zheng, Xueyang Fu, Yue Huang, Xinghao Ding |
| 2017 | ICASSP | Epithelium-stroma classification in histopathological images via convolutional neural networks and self-taught learning. | Yue Huang, Han Zheng, Chi Liu, Gustavo K. Rohde, Delu Zeng, Jiaqi Wang, Xinghao Ding |
| 2005 | IMC | On the Accuracy of Embeddings for Internet Coordinate Systems. | Eng Keong Lua, Timothy G. Griffin, Marcelo Pias, Han Zheng, Jon Crowcroft |
| 2005 | PAM | Internet Routing Policies and Round-Trip-Times. | Han Zheng, Eng Keong Lua, Marcelo Pias, Timothy G. Griffin |