Liu, Dongfang

37 publications

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
ICLR 2025 DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models Ruibing Song, Chuan Liu, Chunshu Wu, Ang Li, Dongfang Liu, Ying Nian Wu, Tong Geng
ICLR 2025 Diff-PIC: Revolutionizing Particle-in-Cell Nuclear Fusion Simulation with Diffusion Models Chuan Liu, Chunshu Wu, Shihui Cao, Mingkai Chen, James Chenhao Liang, Ang Li, Michael Huang, Chuang Ren, Ying Nian Wu, Dongfang Liu, Tong Geng
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
LoG 2025 NP-NDS: A Nature-Powered Nonlinear Dynamical System for Power Grid Forecasting Chunshu Wu, Ruibing Song, Chuan Liu, Yuqing Wang, Yousu Chen, Ang Li, Dongfang Liu, Ying Nian Wu, Michael Huang, Tong Geng
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
NeurIPS 2025 Robust Ego-Exo Correspondence with Long-Term Memory Yijun Hu, Bing Fan, Xin Gu, Haiqing Ren, Dongfang Liu, Heng Fan, Libo Zhang
ICLR 2025 Visual Agents as Fast and Slow Thinkers Guangyan Sun, Mingyu Jin, Zhenting Wang, Cheng-Long Wang, Siqi Ma, Qifan Wang, Tong Geng, Ying Nian Wu, Yongfeng Zhang, Dongfang Liu
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
ICML 2024 BadPart: Unified Black-Box Adversarial Patch Attacks Against Pixel-Wise Regression Tasks Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang
NeurIPS 2024 Diffusion-Inspired Truncated Sampler for Text-Video Retrieval Jiamian Wang, Pichao Wang, Dongfang Liu, Qiang Guan, Sohail Dianat, Majid Rabbani, Raghuveer Rao, Zhiqiang Tao
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 Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection Zhiyuan Cheng, Hongjun Choi, Shiwei Feng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
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
CVPR 2024 Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval Jiamian Wang, Guohao Sun, Pichao Wang, Dongfang Liu, Sohail Dianat, Majid Rabbani, Raghuveer Rao, Zhiqiang Tao
ECCV 2024 UAV First-Person Viewers Are Radiance Field Learners Liqi Yan, Qifan Wang, Junhan Zhao, Qiang Guan, Zheng Tang, Jianhui Zhang, 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
ICLR 2023 Adversarial Training of Self-Supervised Monocular Depth Estimation Against Physical-World Attacks Zhiyuan Cheng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
ICML 2023 CLUSTSEG: Clustering for Universal Segmentation James Chenhao Liang, Tianfei Zhou, Dongfang Liu, Wenguan Wang
NeurIPS 2023 ClusterFomer: Clustering as a Universal Visual Learner James Liang, Yiming Cui, Qifan Wang, Tong Geng, Wenguan Wang, 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
CVPR 2023 TransFlow: Transformer as Flow Learner Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin Chen, Dongfang Liu
ICLR 2023 Visual Recognition with Deep Nearest Centroids Wenguan Wang, Cheng Han, Tianfei Zhou, Dongfang Liu
WACV 2022 DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception Yiming Cui, Zhiwen Cao, Yixin Xie, Xingyu Jiang, Feng Tao, Yingjie Victor Chen, Lin Li, Dongfang Liu
IJCAI 2022 GL-RG: Global-Local Representation Granularity for Video Captioning Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu
NeurIPS 2022 Learning Equivariant Segmentation with Instance-Unique Querying Wenguan Wang, James Liang, Dongfang Liu
ECCV 2022 Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
ECCV 2022 Towards Unbiased Label Distribution Learning for Facial Pose Estimation Using Anisotropic Spherical Gaussian Zhiwen Cao, Dongfang Liu, Qifan Wang, Yingjie Chen
WACV 2021 A Vector-Based Representation to Enhance Head Pose Estimation Zhiwen Cao, Zongcheng Chu, Dongfang Liu, Yingjie Chen
AAAI 2021 DenserNet: Weakly Supervised Visual Localization Using Multi-Scale Feature Aggregation Dongfang Liu, Yiming Cui, Liqi Yan, Christos Mousas, Baijian Yang, Yingjie Victor Chen
CVPR 2021 SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Dongfang Liu, Yiming Cui, Wenbo Tan, Yingjie Chen
ICCV 2021 Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks Alireza Naghizadeh, Hongye Xu, Mohab Mohamed, Dimitris N. Metaxas, Dongfang Liu
ICCV 2021 TF-Blender: Temporal Feature Blender for Video Object Detection Yiming Cui, Liqi Yan, Zhiwen Cao, Dongfang Liu