Liu, Bingyi

5 publications

AAAI 2025 CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu

CVPR 2025 Enduring, Efficient and Robust Trajectory Prediction Attack in Autonomous Driving via Optimization-Driven Multi-Frame Perturbation Framework Yi Yu, Weizhen Han, Libing Wu, Bingyi Liu, Enshu Wang, Zhuangzhuang Zhang

ICCV 2025 Forgetting Through Transforming: Enabling Federated Unlearning via Class-Aware Representation Transformation Qi Guo, Zhen Tian, Minghao Yao, Saiyu Qi, Yong Qi, Bingyi Liu

NeurIPS 2025 Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism Junfei Zhou, Penglin Dai, Quanmin Wei, Bingyi Liu, Xiao Wu, Jianping Wang

ICCV 2025 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