Han, Cheng

16 publications

TMLR 2026 Prompt-Based Adaptation in Large-Scale Vision Models: A Survey Xi Xiao, Yunbei Zhang, Lin Zhao, Yiyang Liu, Xiaoying Liao, Zheda Mai, Xingjian Li, Xiao Wang, Hao Xu, Jihun Hamm, Xue Lin, Min Xu, Qifan Wang, Tianyang Wang, Cheng Han

ICLR 2026 TokenSeek: Memory Efficient Fine Tuning via Instance-Aware Token Ditching Runjia Zeng, Qifan Wang, Qiang Guan, Ruixiang Tang, Lifu Huang, Zhenting Wang, Xueling Zhang, Cheng Han, Dongfang Liu

NeurIPS 2025 All You Need Is One: Capsule Prompt Tuning with a Single Vector Yiyang Liu, James Chenhao Liang, Heng Fan, Wenhao Yang, Yiming Cui, Xiaotian Han, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han

ICCV 2025 Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics Taowen Wang, Cheng Han, James Liang, Wenhao Yang, Dongfang Liu, Luna Xinyu Zhang, Qifan Wang, Jiebo Luo, Ruixiang Tang

NeurIPS 2025 Probabilistic Token Alignment for Large Language Model Fusion Runjia Zeng, James Chenhao Liang, Cheng Han, Zhiwen Cao, Jiahao Liu, Xiaojun Quan, Yingjie Victor Chen, Lifu Huang, Tong Geng, Qifan Wang, Dongfang Liu

ICLR 2025 Re-Imagining Multimodal Instruction Tuning: A Representation View Yiyang Liu, James Chenhao Liang, Ruixiang Tang, Yugyung Lee, Majid Rabbani, Sohail Dianat, Raghuveer Rao, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han

ECCV 2024 AMD: Automatic Multi-Step Distillation of Large-Scale Vision Models Cheng Han, Qifan Wang, Sohail A Dianat, Majid Rabbani, Raghuveer Rao, Yi Fang, Qiang Guan, Lifu Huang, Dongfang Liu

ICLR 2024 Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han, Qifan Wang, Yiming Cui, Wenguan Wang, Lifu Huang, Siyuan Qi, Dongfang Liu

ICLR 2024 Image Translation as Diffusion Visual Programmers Cheng Han, James Chenhao Liang, Qifan Wang, Majid Rabbani, Sohail Dianat, Raghuveer Rao, Ying Nian Wu, Dongfang Liu

CVPR 2024 ProMotion: Prototypes as Motion Learners Yawen Lu, Dongfang Liu, Qifan Wang, Cheng Han, Yiming Cui, Zhiwen Cao, Xueling Zhang, Yingjie Victor Chen, Heng Fan

ICML 2024 Prototypical Transformer as Unified Motion Learners Cheng Han, Yawen Lu, Guohao Sun, James Chenhao Liang, Zhiwen Cao, Qifan Wang, Qiang Guan, Sohail Dianat, Raghuveer Rao, Tong Geng, Zhiqiang Tao, Dongfang Liu

NeurIPS 2024 Visual Fourier Prompt Tuning Runjia Zeng, Cheng Han, Qifan Wang, Chunshu Wu, Tong Geng, Lifu Huang, Ying Nian Wu, Dongfang Liu

ICCV 2023 E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning Cheng Han, Qifan Wang, Yiming Cui, Zhiwen Cao, Wenguan Wang, Siyuan Qi, Dongfang Liu

IJCAI 2023 Prompt Learns Prompt: Exploring Knowledge-Aware Generative Prompt Collaboration for Video Captioning Liqi Yan, Cheng Han, Zenglin Xu, Dongfang Liu, Qifan Wang

NeurIPS 2023 Unified 3D Segmenter as Prototypical Classifiers Zheyun Qin, Cheng Han, Qifan Wang, Xiushan Nie, Yilong Yin, Lu Xiankai

ICLR 2023 Visual Recognition with Deep Nearest Centroids Wenguan Wang, Cheng Han, Tianfei Zhou, Dongfang Liu