Zhou, Yang

100 publications

ICLR 2025 A Robust Method to Discover Causal or Anticausal Relation Yu Yao, Yang Zhou, Bo Han, Mingming Gong, Kun Zhang, Tongliang Liu

NeurIPS 2025 Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts Haizhong Zheng, Yang Zhou, Brian R. Bartoldson, Bhavya Kailkhura, Fan Lai, Jiawei Zhao, Beidi Chen

ICCV 2025 Aether: Geometric-Aware Unified World Modeling Haoyi Zhu, Yifan Wang, Jianjun Zhou, Wenzheng Chang, Yang Zhou, Zizun Li, Junyi Chen, Chunhua Shen, Jiangmiao Pang, Tong He

CVPR 2025 Attention Distillation: A Unified Approach to Visual Characteristics Transfer Yang Zhou, Xu Gao, Zichong Chen, Hui Huang

TMLR 2025 AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving Shuo Xing, Hongyuan Hua, Xiangbo Gao, Shenzhe Zhu, Renjie Li, Kexin Tian, Xiaopeng Li, Heng Huang, Tianbao Yang, Zhangyang Wang, Yang Zhou, Huaxiu Yao, Zhengzhong Tu

NeurIPS 2025 Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial Robustness Longwei Wang, Ifrat Ikhtear Uddin, Kc Santosh, Chaowei Zhang, Xiao Qin, Yang Zhou

ICCV 2025 DMesh++: An Efficient Differentiable Mesh for Complex Shapes Sanghyun Son, Matheus Gadelha, Yang Zhou, Matthew Fisher, Zexiang Xu, Yi-Ling Qiao, Ming C. Lin, Yi Zhou

ICCV 2025 Describe, Adapt and Combine: Empowering CLIP Encoders for Open-Set 3D Object Retrieval Zhichuan Wang, Yang Zhou, Zhe Liu, Rui Yu, Song Bai, Yulong Wang, Xinwei He, Xiang Bai

IJCAI 2025 Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning Saugat Adhikari, Da Yan, Tianyang Wang, Landon Dyken, Sidharth Kumar, Lyuheng Yuan, Akhlaque Ahmad, Jiao Han, Yang Zhou, Steve Petruzza

ICML 2025 Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning Zihan Zhou, Yang Zhou, Zijie Zhang, Lingjuan Lyu, Da Yan, Ruoming Jin, Dejing Dou

CVPR 2025 Free-Viewpoint Human Animation with Pose-Correlated Reference Selection Fa-Ting Hong, Zhan Xu, Haiyang Liu, Qinjie Lin, Luchuan Song, Zhixin Shu, Yang Zhou, Duygu Ceylan, Dan Xu

ICML 2025 GSM-$∞$: How Do Your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length? Yang Zhou, Hongyi Liu, Zhuoming Chen, Yuandong Tian, Beidi Chen

ICLR 2025 HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction Shengji Tang, Weicai Ye, Peng Ye, Weihao Lin, Yang Zhou, Tao Chen, Wanli Ouyang

ICCV 2025 Instance-Level Video Depth in Groups Beyond Occlusions Yuan Liang, Yang Zhou, Ziming Sun, Tianyi Xiang, Guiqing Li, Shengfeng He

NeurIPS 2025 Jury-and-Judge Chain-of-Thought for Uncovering Toxic Data in 3D Visual Grounding Kaixiang Huang, Qifeng Zhang, Jin Wang, Jingru Yang, Yang Zhou, Huan Yu, Guodong Lu, Shengfeng He

CVPRW 2025 LangCoop: Collaborative Driving with Language Xiangbo Gao, Yuheng Wu, Rujia Wang, Chenxi Liu, Yang Zhou, Zhengzhong Tu

ICLR 2025 MagicPIG: LSH Sampling for Efficient LLM Generation Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, Yang Zhou, Jianyu Zhang, Niklas Nolte, Yuandong Tian, Matthijs Douze, Leon Bottou, Zhihao Jia, Beidi Chen

CVPR 2025 Move-in-2D: 2D-Conditioned Human Motion Generation Hsin-Ping Huang, Yang Zhou, Jui-Hsien Wang, Difan Liu, Feng Liu, Ming-Hsuan Yang, Zhan Xu

NeurIPS 2025 PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders Ruixin Guo, Ruoming Jin, Xinyu Li, Yang Zhou

AAAI 2025 Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators Bin Lu, Xinyu Xiao, Changzhou Zhang, Yang Zhou, Zhiyu Xiang, Hangguan Shan, Eryun Liu

CVPRW 2025 Progressive Autoregressive Video Diffusion Models Desai Xie, Zhan Xu, Yicong Hong, Hao Tan, Difan Liu, Feng Liu, Arie E. Kaufman, Yang Zhou

AAAI 2025 Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval Daniel Lee, Arjun Chandra, Yang Zhou, Yunyao Li, Simone Conia

NeurIPS 2025 SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data Wenkai Fang, Shunyu Liu, Yang Zhou, Kongcheng Zhang, Tongya Zheng, Kaixuan Chen, Mingli Song, Dacheng Tao

AAAI 2025 Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization Jianing Wang, Yang Zhou, Xiaocheng Zhang, Mengjiao Bao, Peng Yan

AAAI 2025 ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries Wangyu Xue, Chen Qian, Jiayi Wu, Yang Zhou, Wentao Liu, Ju Ren, Siming Fan, Yaoxue Zhang

ICLR 2025 SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction Yang Zhou, Hao Shao, Letian Wang, Steven L. Waslander, Hongsheng Li, Yu Liu

NeurIPS 2025 The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models Across Language, Visual, and Audio Sicong Leng, Yun Xing, Zesen Cheng, Yang Zhou, Hang Zhang, Xin Li, Deli Zhao, Shijian Lu, Chunyan Miao, Lidong Bing

AAAI 2025 Treasures in Discarded Weights for LLM Quantization Hao Yu, Yang Zhou, Bohua Chen, Zelan Yang, Shen Li, Yong Li, Jianxin Wu

ICCV 2025 VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou, Hao Tan, Joyce Chai, Mohit Bansal

ICCV 2025 Video Motion Graphs Haiyang Liu, Zhan Xu, Fa-Ting Hong, Hsin-Ping Huang, Yi Zhou, Yang Zhou

CVPR 2025 VideoGigaGAN: Towards Detail-Rich Video Super-Resolution Yiran Xu, Taesung Park, Richard Zhang, Yang Zhou, Eli Shechtman, Feng Liu, Jia-Bin Huang, Difan Liu

CVPR 2025 Visual Persona: Foundation Model for Full-Body Human Customization Jisu Nam, Soowon Son, Zhan Xu, Jing Shi, Difan Liu, Feng Liu, Seungryong Kim, Yang Zhou

ICCV 2025 Visual Textualization for Image Prompted Object Detection Yongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Yan Xu

NeurIPS 2025 VividFace: A Robost and High-Fidelity Video Face Swapping Framework Hao Shao, Shulun Wang, Yang Zhou, Guanglu Song, Dailan He, Zhuofan Zong, Shuo Qin, Yu Liu, Hongsheng Li

NeurIPS 2024 ActAnywhere: Subject-Aware Video Background Generation Boxiao Pan, Zhan Xu, Chun-Hao Paul Huang, Krishna Kumar Singh, Yang Zhou, Leonidas J. Guibas, Jimei Yang

NeurIPS 2024 BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays Yang Zhou, Tan Li Hui Faith, Yanyu Xu, Sicong Leng, Xinxing Xu, Yong Liu, Rick Siow Mong Goh

ECCV 2024 Customize-a-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models Yixuan Ren, Yang Zhou, Jimei Yang, Jing Shi, Difan Liu, Feng Liu, Mingi Kwon, Abhinav Shrivastava

NeurIPS 2024 DMesh: A Differentiable Mesh Representation Sanghyun Son, Matheus Gadelha, Yang Zhou, Zexiang Xu, Ming C. Lin, Yi Zhou

IJCAI 2024 DVPE: Divided View Position Embedding for Multi-View 3D Object Detection Jiasen Wang, Zhenglin Li, Ke Sun, Xianyuan Liu, Yang Zhou

CVPR 2024 Deformable One-Shot Face Stylization via DINO Semantic Guidance Yang Zhou, Zichong Chen, Hui Huang

ICML 2024 Effective Federated Graph Matching Yang Zhou, Zijie Zhang, Zeru Zhang, Lingjuan Lyu, Wei-Shinn Ku

IJCAI 2024 EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery Mirza Tanzim Sami, Da Yan, Saugat Adhikari, Lyuheng Yuan, Jiao Han, Zhe Jiang, Jalal Khalil, Yang Zhou

AAAI 2024 FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update Ji Liu, Juncheng Jia, Tianshi Che, Chao Huo, Jiaxiang Ren, Yang Zhou, Huaiyu Dai, Dejing Dou

CVPR 2024 Generating Non-Stationary Textures Using Self-Rectification Yang Zhou, Rongjun Xiao, Dani Lischinski, Daniel Cohen-Or, Hui Huang

ECCV 2024 HARIVO: Harnessing Text-to-Image Models for Video Generation Mingi Kwon, Seoung Wug Oh, Yang Zhou, Joon-Young Lee, Difan Liu, Haoran Cai, Baqiao Liu, Feng Liu, Youngjung Uh

ICML 2024 HexGen: Generative Inference of Large Language Model over Heterogeneous Environment Youhe Jiang, Ran Yan, Xiaozhe Yao, Yang Zhou, Beidi Chen, Binhang Yuan

AAAI 2024 In-Hand 3D Object Reconstruction from a Monocular RGB Video Shijian Jiang, Qi Ye, Rengan Xie, Yuchi Huo, Xiang Li, Yang Zhou, Jiming Chen

ICLR 2024 LRM: Large Reconstruction Model for Single Image to 3D Yicong Hong, Kai Zhang, Jiuxiang Gu, Sai Bi, Yang Zhou, Difan Liu, Feng Liu, Kalyan Sunkavalli, Trung Bui, Hao Tan

CVPR 2024 Leveraging Frame Affinity for sRGB-to-RAW Video De-Rendering Chen Zhang, Wencheng Han, Yang Zhou, Jianbing Shen, Cheng-zhong Xu, Wentao Liu

NeurIPSW 2024 MagicPIG: LSH Sampling for Efficient LLM Generation Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, Yang Zhou, Jianyu Zhang, Niklas Nolte, Yuandong Tian, Matthijs Douze, Leon Bottou, Zhihao Jia, Beidi Chen

ECCV 2024 SDPT: Synchronous Dual Prompt Tuning for Fusion-Based Visual-Language Pre-Trained Models Yang Zhou, Yongjian Wu, Jiya Saiyin, Bingzheng Wei, Maode Lai, Eric I Chang, Yan Xu

NeurIPS 2024 SIRIUS : Contexual Sparisty with Correction for Efficient LLMs Yang Zhou, Zhuoming Chen, Zhaozhuo Xu, Xi Victoria Lin, Beidi Chen

NeurIPSW 2024 Sirius: Contextual Sparsity with Correction for Efficient LLM Yang Zhou, Zhuoming Chen, Zhaozhuo Xu, Xi Victoria Lin, Beidi Chen

CVPR 2024 SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction Yang Zhou, Hao Shao, Letian Wang, Steven L. Waslander, Hongsheng Li, Yu Liu

AAAI 2024 Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang, Shigang Chen, Yiqun Xie, Xiaowei Jia, Da Yan, Yang Zhou

CVPR 2024 Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-Tuning Sicong Shen, Yang Zhou, Bingzheng Wei, Eric I-Chao Chang, Yan Xu

IJCAI 2023 Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint Haoming Li, Xinzhuo Lin, Yang Zhou, Xiang Li, Yuchi Huo, Jiming Chen, Qi Ye

ICCV 2023 ContactGen: Generative Contact Modeling for Grasp Generation Shaowei Liu, Yang Zhou, Jimei Yang, Saurabh Gupta, Shenlong Wang

ICCV 2023 Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion Yutao Jiang, Yang Zhou, Yuan Liang, Wenxi Liu, Jianbo Jiao, Yuhui Quan, Shengfeng He

ICML 2023 Dimension-Independent Certified Neural Network Watermarks via Mollifier Smoothing Jiaxiang Ren, Yang Zhou, Jiayin Jin, Lingjuan Lyu, Da Yan

ICML 2023 Fast Federated Machine Unlearning with Nonlinear Functional Theory Tianshi Che, Yang Zhou, Zijie Zhang, Lingjuan Lyu, Ji Liu, Da Yan, Dejing Dou, Jun Huan

ICCV 2023 Learning Navigational Visual Representations with Semantic mAP Supervision Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan

CVPR 2023 Neural Texture Synthesis with Guided Correspondence Yang Zhou, Kaijian Chen, Rongjun Xiao, Hui Huang

CVPRW 2022 ANT: Adapt Network Across Time for Efficient Video Processing Feng Liang, Ting-Wu Chin, Yang Zhou, Diana Marculescu

CVPR 2022 APES: Articulated Part Extraction from Sprite Sheets Zhan Xu, Matthew Fisher, Yang Zhou, Deepali Aneja, Rushikesh Dudhat, Li Yi, Evangelos Kalogerakis

ICML 2022 Accelerated Federated Learning with Decoupled Adaptive Optimization Jiayin Jin, Jiaxiang Ren, Yang Zhou, Lingjuan Lyu, Ji Liu, Dejing Dou

CVPR 2022 Audio-Driven Neural Gesture Reenactment with Video Motion Graphs Yang Zhou, Jimei Yang, Dingzeyu Li, Jun Saito, Deepali Aneja, Evangelos Kalogerakis

CVPR 2022 Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection Zhuoling Li, Zhan Qu, Yang Zhou, Jianzhuang Liu, Haoqian Wang, Lihui Jiang

AAAI 2022 Efficient Device Scheduling with Multi-Job Federated Learning Chendi Zhou, Ji Liu, Juncheng Jia, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou

CVPR 2022 Faithful Extreme Rescaling via Generative Prior Reciprocated Invertible Representations Zhixuan Zhong, Liangyu Chai, Yang Zhou, Bailin Deng, Jia Pan, Shengfeng He

IJCAI 2022 FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server Hong Zhang, Ji Liu, Juncheng Jia, Yang Zhou, Huaiyu Dai, Dejing Dou

ICML 2022 Input-Agnostic Certified Group Fairness via Gaussian Parameter Smoothing Jiayin Jin, Zeru Zhang, Yang Zhou, Lingfei Wu

ECCV 2022 Learning Visibility for Robust Dense Human Body Estimation Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang

IJCAI 2022 None Class Ranking Loss for Document-Level Relation Extraction Yang Zhou, Wee Sun Lee

JMLR 2022 Nonparametric Principal Subspace Regression Yang Zhou, Mark Koudstaal, Dengdeng Yu, Dehan Kong, Fang Yao

NeurIPS 2022 Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization Zijie Zhang, Yang Zhou, Xin Zhao, Tianshi Che, Lingjuan Lyu

ECCV 2022 Skeleton-Free Pose Transfer for Stylized 3D Characters Zhouyingcheng Liao, Jimei Yang, Jun Saito, Gerard Pons-Moll, Yang Zhou

AAAI 2021 CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge Chenhao Wang, Yubo Chen, Zhipeng Xue, Yang Zhou, Jun Zhao

ICML 2021 Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning Against Adversarial Attacks Xin Zhao, Zeru Zhang, Zijie Zhang, Lingfei Wu, Jiayin Jin, Yang Zhou, Ruoming Jin, Dejing Dou, Da Yan

CVPR 2021 Focus on Local: Detecting Lane Marker from Bottom up via Key Point Zhan Qu, Huan Jin, Yang Zhou, Zhen Yang, Wei Zhang

ICML 2021 Integrated Defense for Resilient Graph Matching Jiaxiang Ren, Zijie Zhang, Jiayin Jin, Xin Zhao, Sixing Wu, Yang Zhou, Yelong Shen, Tianshi Che, Ruoming Jin, Dejing Dou

IJCAI 2021 Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph Network Sixing Wu, Minghui Wang, Dawei Zhang, Yang Zhou, Ying Li, Zhonghai Wu

NeurIPS 2021 Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory Zeru Zhang, Jiayin Jin, Zijie Zhang, Yang Zhou, Xin Zhao, Jiaxiang Ren, Ji Liu, Lingfei Wu, Ruoming Jin, Dejing Dou

AAAI 2021 What the Role Is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering Yang Zhou, Yubo Chen, Jun Zhao, Yin Wu, Jiexin Xu, Jinlong Li

NeurIPS 2020 Adversarial Attacks on Deep Graph Matching Zijie Zhang, Zeru Zhang, Yang Zhou, Yelong Shen, Ruoming Jin, Dejing Dou

AAAI 2020 EFANet: Exchangeable Feature Alignment Network for Arbitrary Style Transfer Zhijie Wu, Chunjin Song, Yang Zhou, Minglun Gong, Hui Huang

WACV 2020 End-to-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation Xiaohong Liu, Lingshi Kong, Yang Zhou, Jiying Zhao, Jun Chen

ECML-PKDD 2020 Real-Time Fine-Grained Freeway Traffic State Estimation Under Sparse Observation Yangxin Lin, Yang Zhou, Shengyue Yao, Fan Ding, Ping Wang

IJCAI 2020 TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu

NeurIPS 2019 ETNet: Error Transition Network for Arbitrary Style Transfer Chunjin Song, Zhijie Wu, Yang Zhou, Minglun Gong, Hui Huang

AAAI 2017 Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations Yang Zhou, Haiping Lu, Yiu-ming Cheung

CVPR 2016 Cascaded Interactional Targeting Network for Egocentric Video Analysis Yang Zhou, Bingbing Ni, Richang Hong, Xiaokang Yang, Qi Tian

IJCAI 2016 Probabilistic Rank-One Matrix Analysis with Concurrent Regularization Yang Zhou, Haiping Lu

CVPR 2015 Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition Yang Zhou, Bingbing Ni, Richang Hong, Meng Wang, Qi Tian

ICCV 2015 Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-Based Shrinkage Hongteng Xu, Yang Zhou, Weiyao Lin, Hongyuan Zha

ECCV 2014 Pipelining Localized Semantic Features for Fine-Grained Action Recognition Yang Zhou, Bingbing Ni, Shuicheng Yan, Pierre Moulin, Qi Tian

ICML 2012 Multiple Kernel Learning from Noisy Labels by Stochastic Programming Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Lijun Zhang, Yang Zhou

AISTATS 2010 Exclusive Lasso for Multi-Task Feature Selection Yang Zhou, Rong Jin, Steven Chu–Hong Hoi

NeurIPS 2009 Regularized Distance Metric Learning:Theory and Algorithm Rong Jin, Shijun Wang, Yang Zhou

AAAI 2008 Using Knowledge Driven Matrix Factorization to Reconstruct Modular Gene Regulatory Network Yang Zhou, Zheng Li, Xuerui Yang, Linxia Zhang, Shireesh Srivastava, Rong Jin, Christina Chan