E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning. - Cheng Han 001; Qifan Wang 001; Yiming Cui 002; Zhiwen Cao; Wenguan Wang; Siyuan Qi; Dongfang Liu (ICCV, 2023)

Visual Recognition with Deep Nearest Centroids. - Wenguan Wang; Cheng Han 001; Tianfei Zhou; Dongfang Liu (ICLR, 2023)

Prompt Learns Prompt: Exploring Knowledge-Aware Generative Prompt Collaboration For Video Captioning. - Liqi Yan; Cheng Han 001; Zenglin Xu; Dongfang Liu; Qifan Wang 001 (IJCAI, 2023)

Unified 3D Segmenter As Prototypical Classifiers. - Zheyun Qin; Cheng Han 001; Qifan Wang 001; Xiushan Nie; Yilong Yin; Xiankai Lu (NeurIPS, 2023)

E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning. - Cheng Han 001; Qifan Wang 001; Yiming Cui 002; Zhiwen Cao; Wenguan Wang; Siyuan Qi; Dongfang Liu (CoRR, 2023)

CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation. - Yiming Cui 002; Cheng Han 001; Dongfang Liu (CoRR, 2023)

ProMotion: Prototypes as Motion Learners. - Yawen Lu; Dongfang Liu; Qifan Wang 001; Cheng Han 001; Yiming Cui 002; Zhiwen Cao; Xueling Zhang; Yingjie Victor Chen; Heng Fan 001 (CVPR, 2024)

AMD: Automatic Multi-step Distillation of Large-Scale Vision Models. - Cheng Han 001; Qifan Wang 001; Sohail A. Dianat; Majid Rabbani; Raghuveer M. Rao; Yi Fang 008; Qiang Guan; Lifu Huang; Dongfang Liu (ECCV (65), 2024)

M²PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning. - Taowen Wang; Yiyang Liu 003; James Liang; Junhan Zhao; Yiming Cui 002; Yuning Mao; Shaoliang Nie; Jiahao Liu; Fuli Feng; Zenglin Xu; Cheng Han 001; Lifu Huang; et al. (EMNLP, 2024)

Image Translation as Diffusion Visual Programmers. - Cheng Han 001; James Chenhao Liang; Qifan Wang 001; Majid Rabbani; Sohail A. Dianat; Raghuveer Rao; Ying Nian Wu; Dongfang Liu (ICLR, 2024)

Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning? - Cheng Han 001; Qifan Wang 001; Yiming Cui 002; Wenguan Wang; Lifu Huang; Siyuan Qi; Dongfang Liu (ICLR, 2024)

Prototypical Transformer As Unified Motion Learners. - Cheng Han 001; Yawen Lu; Guohao Sun; James Chenhao Liang; Zhiwen Cao; Qifan Wang 001; Qiang Guan; Sohail A. Dianat; Raghuveer Rao; Tong Geng; Zhiqiang Tao; Dongfang Liu (ICML, 2024)

Visual Fourier Prompt Tuning. - Runjia Zeng; Cheng Han 001; Qifan Wang 001; Chunshu Wu; Tong Geng; Lifu Huang; Ying Nian Wu; Dongfang Liu (NeurIPS, 2024)

A systematic evaluation of computational methods for cell segmentation. - Yuxing Wang; Junhan Zhao; Hongye Xu; Cheng Han 001; Zhiqiang Tao; Dawei Zhou; Tong Geng; Dongfang Liu; Zhicheng Ji (Briefings Bioinform., 2024)

SSGA-Net: Stepwise Spatial Global-local Aggregation Networks for for Autonomous Driving. - Yiming Cui 002; Cheng Han 001; Dongfang Liu (CoRR, 2024)

M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning. - Taowen Wang; Yiyang Liu 003; James Chenhao Liang; Junhan Zhao; Yiming Cui 002; Yuning Mao; Shaoliang Nie; Jiahao Liu; Fuli Feng; Zenglin Xu; Cheng Han 001; Lifu Huang; et al. (CoRR, 2024)

Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics. - Taowen Wang; Dongfang Liu; James Chenhao Liang; Wenhao Yang; Qifan Wang 001; Cheng Han 001; Jiebo Luo 001; Ruixiang Tang (CoRR, 2024)

Self-Supervised Adversarial Training of Monocular Depth Estimation Against Physical-World Attacks. - Zhiyuan Cheng 010; Cheng Han 001; James Liang; Qifan Wang 001; Xiangyu Zhang 001; Dongfang Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Optical Flow as Spatial-Temporal Attention Learners. - Yawen Lu; Cheng Han 001; Qifan Wang 001; Heng Fan 001; Zhaodan Kong; Dongfang Liu; Yingjie Victor Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Re-Imagining Multimodal Instruction Tuning: A Representation View. - Yiyang Liu 003; James Chenhao Liang; Ruixiang Tang; Yugyung Lee; Majid Rabbani; Sohail A. Dianat; Raghuveer Rao; Lifu Huang; Dongfang Liu; Qifan Wang 001; Cheng Han 001 (ICLR, 2025)