Liu, Hongbin

13 publications

CVPR 2025 Bayesian Test-Time Adaptation for Vision-Language Models Lihua Zhou, Mao Ye, Shuaifeng Li, Nianxin Li, Xiatian Zhu, Lei Deng, Hongbin Liu, Zhen Lei

CVPR 2025 LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate Haoyan Gong, Zhenrong Zhang, Yuzheng Feng, Anh Nguyen, Hongbin Liu

ICLRW 2025 Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery Guankun Wang, Long Bai, Wan Jun Nah, Jie Wang, Zhaoxi Zhang, Zhen Chen, Jinlin Wu, Mobarakol Islam, Hongbin Liu, Hongliang Ren

NeurIPS 2025 Tracing Back the Malicious Clients in Poisoning Attacks to Federated Learning Yuqi Jia, Minghong Fang, Hongbin Liu, Jinghuai Zhang, Neil Zhenqiang Gong

IJCAI 2024 A Dataset and Model for Realistic License Plate Deblurring Haoyan Gong, Yuzheng Feng, Zhenrong Zhang, Xianxu Hou, Jingxin Liu, Siqi Huang, Hongbin Liu

NeurIPS 2024 AudioMarkBench: Benchmarking Robustness of Audio Watermarking Hongbin Liu, Moyang Guo, Zhengyuan Jiang, Lun Wang, Neil Zhenqiang Gong

ICML 2024 CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space Using Quantum-Chemical Feedback Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury

CVPR 2024 Data Poisoning Based Backdoor Attacks to Contrastive Learning Jinghuai Zhang, Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong

CVPR 2023 PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees Jinghuai Zhang, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong

ICLR 2022 Almost Tight L0-Norm Certified Robustness of Top-K Predictions Against Adversarial Perturbations Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong

ECCV 2022 Semi-Leak: Membership Inference Attacks Against Semi-Supervised Learning Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang

IJCAI 2021 On the Intrinsic Differential Privacy of Bagging Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong

CVPR 2021 PointGuard: Provably Robust 3D Point Cloud Classification Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong