ML Anthology

Yang, Xiaokang

157 publications

ICCV 2025 A Token-Level Text Image Foundation Model for Document Understanding Tongkun Guan, Zining Wang, Pei Fu, Zhengtao Guo, Wei Shen, Kai Zhou, Tiezhu Yue, Chen Duan, Hao Sun, Qianyi Jiang, Junfeng Luo, Xiaokang Yang
ICLR 2025 ARB-LLM: Alternating Refined Binarizations for Large Language Models Zhiteng Li, Xianglong Yan, Tianao Zhang, Haotong Qin, Dong Xie, Jiang Tian, Zhongchao Shi, Linghe Kong, Yulun Zhang, Xiaokang Yang
ICLR 2025 AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction Jingnan Gao, Zhuo Chen, Xiaokang Yang, Yichao Yan
ICCV 2025 Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-Stage Image-to-3D Generation and Reconstruction Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille
ECML-PKDD 2025 Continual Visual Reinforcement Learning with a Life-Long World Model Minting Pan, Wendong Zhang, Geng Chen, Xiangming Zhu, Siyu Gao, Yunbo Wang, Xiaokang Yang
NeurIPS 2025 DAWP: A Framework for Global Observation Forecasting via Data Assimilation and Weather Prediction in Satellite Observation Space Junchao Gong, Jingyi Xu, Ben Fei, Fenghua Ling, Wenlong Zhang, Kun Chen, Wanghan Xu, Weidong Yang, Xiaokang Yang, Lei Bai
ICCV 2025 Degradation-Modeled Multipath Diffusion for Tunable Metalens Photography Jianing Zhang, Jiayi Zhu, Feiyu Ji, Xiaokang Yang, Xiaoyun Yuan
ICCV 2025 Disentangled Clothed Avatar Generation with Layered Representation Weitian Zhang, Yichao Yan, Sijing Wu, Manwen Liao, Xiaokang Yang
ICCV 2025 Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning Qi Wang, Zhipeng Zhang, Baao Xie, Xin Jin, Yunbo Wang, Shiyu Wang, Liaomo Zheng, Xiaokang Yang, Wenjun Zeng
CVPR 2025 Domain Generalization in CLIP via Learning with Diverse Text Prompts Changsong Wen, Zelin Peng, Yu Huang, Xiaokang Yang, Wei Shen
IJCAI 2025 Domain Prompt Learning with Quaternion Networks (Extended Abstract) Qinglong Cao, Zhengqin Xu, Yuntian Chen, Chao Ma, Xiaokang Yang
ICML 2025 EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions Huayu Deng, Xiangming Zhu, Yunbo Wang, Xiaokang Yang
AAAI 2025 FATE: Feature-Adapted Parameter Tuning for Vision-Language Models Zhengqin Xu, Zelin Peng, Xiaokang Yang, Wei Shen
ICCV 2025 Generalized Tensor-Based Parameter-Efficient Fine-Tuning via Lie Group Transformations Chongjie Si, Zhiyi Shi, Xuehui Wang, Yichen Xiao, Xiaokang Yang, Wei Shen
NeurIPS 2025 HAODiff: Human-Aware One-Step Diffusion via Dual-Prompt Guidance Jue Gong, Tingyu Yang, Jingkai Wang, Zheng Chen, Xing Liu, Hong Gu, Yulun Zhang, Xiaokang Yang
ICML 2025 Human Body Restoration with One-Step Diffusion Model and a New Benchmark Jue Gong, Jingkai Wang, Zheng Chen, Xing Liu, Hong Gu, Yulun Zhang, Xiaokang Yang
NeurIPS 2025 HyperET: Efficient Training in Hyperbolic Space for Multi-Modal Large Language Models Zelin Peng, Zhengqin Xu, Qingyang Liu, Xiaokang Yang, Wei Shen
ICLR 2025 KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics Jindou Chen, Jidong Tian, Liang Wu, ChenXinWei, Xiaokang Yang, Yaohui Jin, Yanyan Xu
ICLR 2025 Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-Tuning Chongjie Si, Xuehui Wang, Xue Yang, Zhengqin Xu, Qingyun Li, Jifeng Dai, Yu Qiao, Xiaokang Yang, Wei Shen
CVPR 2025 Marten: Visual Question Answering with Mask Generation for Multi-Modal Document Understanding Zining Wang, Tongkun Guan, Pei Fu, Chen Duan, Qianyi Jiang, Zhentao Guo, Shan Guo, Junfeng Luo, Wei Shen, Xiaokang Yang
ICCV 2025 Multimodal Latent Diffusion Model for Complex Sewing Pattern Generation Shengqi Liu, Yuhao Cheng, Zhuo Chen, Xingyu Ren, Wenhan Zhu, Lincheng Li, Mengxiao Bi, Xiaokang Yang, Yichao Yan
NeurIPS 2025 OPMapper: Enhancing Open-Vocabulary Semantic Segmentation with Multi-Guidance Information Xuehui Wang, Chongjie Si, Xue Yang, Yuzhi Zhao, Wenhai Wang, Xiaokang Yang, Wei Shen
CVPR 2025 OSDFace: One-Step Diffusion Model for Face Restoration Jingkai Wang, Jue Gong, Lin Zhang, Zheng Chen, Xing Liu, Hong Gu, Yutong Liu, Yulun Zhang, Xiaokang Yang
NeurIPS 2025 OmniVCus: Feedforward Subject-Driven Video Customization with Multimodal Control Conditions Yuanhao Cai, He Zhang, Xi Chen, Jinbo Xing, Yiwei Hu, Yuqian Zhou, Kai Zhang, Zhifei Zhang, Soo Ye Kim, Tianyu Wang, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille
ICLR 2025 Open-World Reinforcement Learning over Long Short-Term Imagination Jiajian Li, Qi Wang, Yunbo Wang, Xin Jin, Yang Li, Wenjun Zeng, Xiaokang Yang
CVPR 2025 POMP: Physics-Consistent Motion Generative Model Through Phase Manifolds Bin Ji, Ye Pan, Zhimeng Liu, Shuai Tan, Xiaogang Jin, Xiaokang Yang
CVPR 2025 PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion Based Image Super-Resolution Libo Zhu, Jianze Li, Haotong Qin, Wenbo Li, Yulun Zhang, Yong Guo, Xiaokang Yang
ICCV 2025 Perceiving and Acting in First-Person: A Dataset and Benchmark for Egocentric Human-Object-Human Interactions Liang Xu, Chengqun Yang, Zili Lin, Fei Xu, Yifan Liu, Congsheng Xu, Yiyi Zhang, Jie Qin, Xingdong Sheng, Yunhui Liu, Xin Jin, Yichao Yan, Wenjun Zeng, Xiaokang Yang
ICLR 2025 PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling Junchao Gong, Siwei Tu, Weidong Yang, Ben Fei, Kun Chen, Zhangwenlong, Xiaokang Yang, Wanli Ouyang, Lei Bai
ICLR 2025 PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing Feng Tian, Yixuan Li, Yichao Yan, Shanyan Guan, Yanhao Ge, Xiaokang Yang
ICCV 2025 QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation Junyi Wu, Zhiteng Li, Zheng Hui, Yulun Zhang, Linghe Kong, Xiaokang Yang
ICLR 2025 Rethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance Siyu Sun, Han Lu, Jiangtong Li, Yichen Xie, Tianjiao Li, Xiaokang Yang, Liqing Zhang, Junchi Yan
CVPR 2025 S^3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors Xingyu Ren, Jiankang Deng, Yuhao Cheng, Wenhan Zhu, Yichao Yan, Xiaokang Yang, Stefanos Zafeiriou, Chao Ma
CVPR 2025 Star with Bilinear Mapping Zelin Peng, Yu Huang, Zhengqin Xu, Feilong Tang, Ming Hu, Xiaokang Yang, Wei Shen
NeurIPS 2025 Unleashing the Power of One-Step Diffusion Based Image Super-Resolution via a Large-Scale Diffusion Discriminator Jianze Li, Jiezhang Cao, Zichen Zou, Xiongfei Su, Xin Yuan, Yulun Zhang, Yong Guo, Xiaokang Yang
ICLR 2025 Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-Tuning Chongjie Si, Zhiyi Shi, Shifan Zhang, Xiaokang Yang, Hanspeter Pfister, Wei Shen
ICML 2025 Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach Minting Pan, Yitao Zheng, Jiajian Li, Yunbo Wang, Xiaokang Yang
NeurIPS 2024 Boundary Matters: A Bi-Level Active Finetuning Method Han Lu, Yichen Xie, Xiaokang Yang, Junchi Yan
ECCV 2024 Bridging Synthetic and Real Worlds for Pre-Training Scene Text Detectors Tongkun Guan, Wei Shen, Xue Yang, Xuehui Wang, Xiaokang Yang
ICML 2024 CasCast: Skillful High-Resolution Precipitation Nowcasting via Cascaded Modelling Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang
CVPR 2024 Domain Prompt Learning with Quaternion Networks Qinglong Cao, Zhengqin Xu, Yuntian Chen, Chao Ma, Xiaokang Yang
AAAI 2024 Domain-Controlled Prompt Learning Qinglong Cao, Zhengqin Xu, Yuntian Chen, Chao Ma, Xiaokang Yang
ICLR 2024 DynaVol: Unsupervised Learning for Dynamic Scenes Through Object-Centric Voxelization Yanpeng Zhao, Siyu Gao, Yunbo Wang, Xiaokang Yang
NeurIPS 2024 HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting Yuanhao Cai, Zihao Xiao, Yixun Liang, Minghan Qin, Yulun Zhang, Xiaokang Yang, Yaoyao Liu, Alan Yuille
ECCV 2024 HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects Xintao Lv, Liang Xu, Yichao Yan, Xin Jin, Congsheng Xu, Wu Shuwen, Yifan Liu, Lincheng Li, Mengxiao Bi, Wenjun Zeng, Xiaokang Yang
CVPR 2024 Inter-X: Towards Versatile Human-Human Interaction Analysis Liang Xu, Xintao Lv, Yichao Yan, Xin Jin, Shuwen Wu, Congsheng Xu, Yifan Liu, Yizhou Zhou, Fengyun Rao, Xingdong Sheng, Yunhui Liu, Wenjun Zeng, Xiaokang Yang
AAAI 2024 LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation Zhengqin Xu, Yulun Zhang, Chao Ma, Yichao Yan, Zelin Peng, Shoulie Xie, Shiqian Wu, Xiaokang Yang
ICLR 2024 Latent Intuitive Physics: Learning to Transfer Hidden Physics from a 3D Video Xiangming Zhu, Huayu Deng, Haochen Yuan, Yunbo Wang, Xiaokang Yang
NeurIPS 2024 Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning Qi Wang, Junming Yang, Yunbo Wang, Xin Jin, Wenjun Zeng, Xiaokang Yang
ECML-PKDD 2024 Model-Based Reinforcement Learning with Multi-Task Offline Pretraining Minting Pan, Yitao Zheng, Yunbo Wang, Xiaokang Yang
CVPR 2024 Monocular Identity-Conditioned Facial Reflectance Reconstruction Xingyu Ren, Jiankang Deng, Yuhao Cheng, Jia Guo, Chao Ma, Yichao Yan, Wenhan Zhu, Xiaokang Yang
NeurIPS 2024 Multi-Times Monte Carlo Rendering for Inter-Reflection Reconstruction Tengjie Zhu, Zhuo Chen, Jingnan Gao, Yichao Yan, Xiaokang Yang
CVPRW 2024 NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results Zheng Chen, Zongwei Wu, Eduard Zamfir, Kai Zhang, Yulun Zhang, Radu Timofte, Xiaokang Yang, Hongyuan Yu, Cheng Wan, Yuxin Hong, Zhijuan Huang, Yajun Zou, Yuan Huang, Jiamin Lin, Bingnan Han, Xianyu Guan, Yongsheng Yu, Daoan Zhang, Xuanwu Yin, Kunlong Zuo, Jinhua Hao, Kai Zhao, Kun Yuan, Ming Sun, Chao Zhou, Hongyu An, Xinfeng Zhang, Zhiyuan Song, Ziyue Dong, Qing Zhao, Xiaogang Xu, Pengxu Wei, Zhi-Chao Dou, Gui-Ling Wang, Chih-Chung Hsu, Chia-Ming Lee, Yi-Shiuan Chou, Cansu Korkmaz, A. Murat Tekalp, Yubin Wei, Xiaole Yan, Binren Li, Haonan Chen, Siqi Zhang, Sihan Chen, Amogh Joshi, Nikhil Akalwadi, Sampada Malagi, Palani Yashaswini, Chaitra Desai, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi, Anjali Sarvaiya, Pooja Choksy, Jagrit Joshi, Shubh Kawa, Kishor P. Upla, Sushrut Patwardhan, Raghavendra Ramachandra, Sadat Hossain, Geongi Park, S. M. Nadim Uddin, Hao Xu, Yanhui Guo, Aman Urumbekov, Xingzhuo Yan, Wei Hao, Minghan Fu, Isaac Orais, Samuel Smith, Ying Liu, Wangwang Jia, Qisheng Xu, Kele Xu, Weijun Yuan, Zhan Li, Wenqing Kuang, Ruijin Guan, Ruting Deng, Zhao Zhang, Bo Wang, Suiyi Zhao, Yan Luo, Yanyan Wei, Asif Hussain Khan, Christian Micheloni, Niki Martinel
NeurIPS 2024 NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics Junyi Cao, Shanyan Guan, Yanhao Ge, Wei Li, Xiaokang Yang, Chao Ma
AAAI 2024 Partial Label Learning with a Partner Chongjie Si, Zekun Jiang, Xuehui Wang, Yan Wang, Xiaokang Yang, Wei Shen
ECCV 2024 PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer Tongkun Guan, Chengyu Lin, Wei Shen, Xiaokang Yang
MLOSS 2024 Pygmtools: A Python Graph Matching Toolkit Runzhong Wang, Ziao Guo, Wenzheng Pan, Jiale Ma, Yikai Zhang, Nan Yang, Qi Liu, Longxuan Wei, Hanxue Zhang, Chang Liu, Zetian Jiang, Xiaokang Yang, Junchi Yan
ECCV 2024 Radiative Gaussian Splatting for Efficient X-Ray Novel View Synthesis Yuanhao Cai, Yixun Liang, Jiahao Wang, Angtian Wang, Yulun Zhang, Xiaokang Yang, Zongwei Zhou, Alan Yuille
CVPR 2024 ReGenNet: Towards Human Action-Reaction Synthesis Liang Xu, Yizhou Zhou, Yichao Yan, Xin Jin, Wenhan Zhu, Fengyun Rao, Xiaokang Yang, Wenjun Zeng
NeurIPS 2024 ReLIZO: Sample Reusable Linear Interpolation-Based Zeroth-Order Optimization Xiaoxing Wang, Xiaohan Qin, Xiaokang Yang, Junchi Yan
ICLR 2024 Recursive Generalization Transformer for Image Super-Resolution Zheng Chen, Yulun Zhang, Jinjin Gu, Linghe Kong, Xiaokang Yang
AAAI 2024 SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction Zelin Peng, Zhengqin Xu, Zhilin Zeng, Xiaokang Yang, Wei Shen
ECML-PKDD 2024 SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images Wenxi Li, Ruxin Zhang, Haozhe Lin, Yuchen Guo, Chao Ma, Xiaokang Yang
ECCV 2024 Tendency-Driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Chongjie Si, Xuehui Wang, Xiaokang Yang, Wei Shen
CVPR 2024 VidToMe: Video Token Merging for Zero-Shot Video Editing Xirui Li, Chao Ma, Xiaokang Yang, Ming-Hsuan Yang
ICLR 2024 Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang, Yulun Zhang, Jinjin Gu, Jiahua Dong, Linghe Kong, Xiaokang Yang
CVPR 2023 3D-Aware Face Swapping Yixuan Li, Chao Ma, Yichao Yan, Wenhan Zhu, Xiaokang Yang
ICCV 2023 ActFormer: A GAN-Based Transformer Towards General Action-Conditioned 3D Human Motion Generation Liang Xu, Ziyang Song, Dongliang Wang, Jing Su, Zhicheng Fang, Chenjing Ding, Weihao Gan, Yichao Yan, Xin Jin, Xiaokang Yang, Wenjun Zeng, Wei Wu
CVPR 2023 Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Yichen Xie, Han Lu, Junchi Yan, Xiaokang Yang, Masayoshi Tomizuka, Wei Zhan
CVPR 2023 Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang, Guangtao Zhai, Ying Wei, Xiaokang Yang, Kede Ma
CVPR 2023 Deep Learning of Partial Graph Matching via Differentiable Top-K Runzhong Wang, Ziao Guo, Shaofei Jiang, Xiaokang Yang, Junchi Yan
ICCV 2023 Dual Aggregation Transformer for Image Super-Resolution Zheng Chen, Yulun Zhang, Jinjin Gu, Linghe Kong, Xiaokang Yang, Fisher Yu
ICLR 2023 Graph Signal Sampling for Inductive One-Bit Matrix Completion: A Closed-Form Solution Chao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai, Xiaokang Yang, Junchi Yan
CVPR 2023 Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues Xingyu Ren, Jiankang Deng, Chao Ma, Yichao Yan, Xiaokang Yang
ICML 2023 LinSATNet: The Positive Linear Satisfiability Neural Networks Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
NeurIPS 2023 NeRF-IBVS: Visual Servo Based on NeRF for Visual Localization and Navigation Yuanze Wang, Yichao Yan, Dianxi Shi, Wenhan Zhu, Jianqiang Xia, Tan Jeff, Songchang Jin, Ke Gao, Xiaobo Li, Xiaokang Yang
CVPR 2023 NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds Chen Yang, Peihao Li, Zanwei Zhou, Shanxin Yuan, Bingbing Liu, Xiaokang Yang, Weichao Qiu, Wei Shen
AutoML 2023 Poisson Process for Bayesian Optimization Xiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao
ICLR 2023 ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs Han Lu, Zenan Li, Runzhong Wang, Qibing Ren, Xijun Li, Mingxuan Yuan, Jia Zeng, Xiaokang Yang, Junchi Yan
ICCV 2023 ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation Xiaoxing Wang, Xiangxiang Chu, Yuda Fan, Zhexi Zhang, Bo Zhang, Xiaokang Yang, Junchi Yan
ICCV 2023 Self-Supervised Character-to-Character Distillation for Text Recognition Tongkun Guan, Wei Shen, Xue Yang, Qi Feng, Zekun Jiang, Xiaokang Yang
IJCAI 2023 StockFormer: Learning Hybrid Trading Machines with Predictive Coding Siyu Gao, Yunbo Wang, Xiaokang Yang
ICLR 2023 Towards One-Shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case Runzhong Wang, Li Shen, Yiting Chen, Xiaokang Yang, Dacheng Tao, Junchi Yan
NeurIPS 2022 Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition Shuai Jia, Bangjie Yin, Taiping Yao, Shouhong Ding, Chunhua Shen, Xiaokang Yang, Chao Ma
CVPR 2022 Align Representations with Base: A New Approach to Self-Supervised Learning Shaofeng Zhang, Lyn Qiu, Feng Zhu, Junchi Yan, Hengrui Zhang, Rui Zhao, Hongyang Li, Xiaokang Yang
NeurIPS 2022 CageNeRF: Cage-Based Neural Radiance Field for Generalized 3D Deformation and Animation Yicong Peng, Yichao Yan, Shengqi Liu, Yuhao Cheng, Shanyan Guan, Bowen Pan, Guangtao Zhai, Xiaokang Yang
CVPR 2022 Continual Predictive Learning from Videos Geng Chen, Wendong Zhang, Han Lu, Siyu Gao, Yunbo Wang, Mingsheng Long, Xiaokang Yang
ECCV 2022 EAutoDet: Efficient Architecture Search for Object Detection Xiaoxing Wang, Jiale Lin, Juanping Zhao, Xiaokang Yang, Junchi Yan
CVPR 2022 End-to-End Reconstruction-Classification Learning for Face Forgery Detection Junyi Cao, Chao Ma, Taiping Yao, Shen Chen, Shouhong Ding, Xiaokang Yang
CVPR 2022 Exploring Frequency Adversarial Attacks for Face Forgery Detection Shuai Jia, Chao Ma, Taiping Yao, Bangjie Yin, Shouhong Ding, Xiaokang Yang
AAAI 2022 Exploring Visual Context for Weakly Supervised Person Search Yichao Yan, Jinpeng Li, Shengcai Liao, Jie Qin, Bingbing Ni, Ke Lu, Xiaokang Yang
NeurIPS 2022 Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models Minting Pan, Xiangming Zhu, Yunbo Wang, Xiaokang Yang
CVPR 2022 Learning Invisible Markers for Hidden Codes in Offline-to-Online Photography Jun Jia, Zhongpai Gao, Dandan Zhu, Xiongkuo Min, Guangtao Zhai, Xiaokang Yang
IJCAI 2022 Learning Mixture of Neural Temporal Point Processes for Multi-Dimensional Event Sequence Clustering Yunhao Zhang, Junchi Yan, Xiaolu Zhang, Jun Zhou, Xiaokang Yang
ICML 2022 NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields Shanyan Guan, Huayu Deng, Yunbo Wang, Xiaokang Yang
NeurIPS 2022 Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop Weixia Zhang, Dingquan Li, Xiongkuo Min, Guangtao Zhai, Guodong Guo, Xiaokang Yang, Kede Ma
ECCV 2022 Self-Supervised Learning of Visual Graph Matching Chang Liu, Shaofeng Zhang, Xiaokang Yang, Junchi Yan
NeurIPS 2022 ZARTS: On Zero-Order Optimization for Neural Architecture Search Xiaoxing Wang, Wenxuan Guo, Jianlin Su, Xiaokang Yang, Junchi Yan
ICLR 2022 Zero-CL: Instance and Feature Decorrelation for Negative-Free Symmetric Contrastive Learning Shaofeng Zhang, Feng Zhu, Junchi Yan, Rui Zhao, Xiaokang Yang
NeurIPS 2021 A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs Runzhong Wang, Zhigang Hua, Gan Liu, Jiayi Zhang, Junchi Yan, Feng Qi, Shuang Yang, Jun Zhou, Xiaokang Yang
CVPR 2021 Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction Shanyan Guan, Jingwei Xu, Yunbo Wang, Bingbing Ni, Xiaokang Yang
CVPR 2021 Combinatorial Learning of Graph Edit Distance via Dynamic Embedding Runzhong Wang, Tianqi Zhang, Tianshu Yu, Junchi Yan, Xiaokang Yang
IJCAI 2021 Context-Aware Image Inpainting with Learned Semantic Priors Wendong Zhang, Junwei Zhu, Ying Tai, Yunbo Wang, Wenqing Chu, Bingbing Ni, Chengjie Wang, Xiaokang Yang
WACV 2021 Cross-Modality 3D Object Detection Ming Zhu, Chao Ma, Pan Ji, Xiaokang Yang
CVPR 2021 IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking Shuai Jia, Yibing Song, Chao Ma, Xiaokang Yang
AAAI 2021 Learning Comprehensive Motion Representation for Action Recognition Mingyu Wu, Boyuan Jiang, Donghao Luo, Junchi Yan, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xiaokang Yang
AAAI 2021 Learning Local Neighboring Structure for Robust 3D Shape Representation Zhongpai Gao, Junchi Yan, Guangtao Zhai, Juyong Zhang, Yiyan Yang, Xiaokang Yang
ICML 2021 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang
IJCAI 2021 Learning Spectral Dictionary for Local Representation of Mesh Zhongpai Gao, Junchi Yan, Guangtao Zhai, Xiaokang Yang
ICCV 2021 Learning to Track Objects from Unlabeled Videos Jilai Zheng, Chao Ma, Houwen Peng, Xiaokang Yang
CVPR 2021 PointAugmenting: Cross-Modal Augmentation for 3D Object Detection Chunwei Wang, Chao Ma, Ming Zhu, Xiaokang Yang
AAAI 2021 Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective Chao Xue, Xiaoxing Wang, Junchi Yan, Yonggang Hu, Xiaokang Yang, Kewei Sun
AAAI 2021 Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning Chao Chen, Dongsheng Li, Junchi Yan, Hanchi Huang, Xiaokang Yang
NeurIPS 2020 Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning Runzhong Wang, Junchi Yan, Xiaokang Yang
ECCV 2020 Hierarchical Style-Based Networks for Motion Synthesis Jingwei Xu, Huazhe Xu, Bingbing Ni, Xiaokang Yang, Xiaolong Wang, Trevor Darrell
ECCV 2020 Layered Neighborhood Expansion for Incremental Multiple Graph Matching Zixuan Chen, Zhihui Xie, Junchi Yan Yinqiang Zheng, Xiaokang Yang
IJCAI 2020 MergeNAS: Merge Operations into One for Differentiable Architecture Search Xiaoxing Wang, Chao Xue, Junchi Yan, Xiaokang Yang, Yonggang Hu, Kewei Sun
ECCV 2020 Robust Tracking Against Adversarial Attacks Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang
ECCV 2020 Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang
CVPRW 2020 Semi-Supervised 3D Face Representation Learning from Unconstrained Photo Collections Zhongpai Gao, Juyong Zhang, Yudong Guo, Chao Ma, Guangtao Zhai, Xiaokang Yang
ICML 2020 Video Prediction via Example Guidance Jingwei Xu, Huazhe Xu, Bingbing Ni, Xiaokang Yang, Trevor Darrell
AAAI 2019 Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations Kun Huang, Bingbing Ni, Xiaokang Yang
AAAI 2019 Human Action Transfer Based on 3D Model Reconstruction Shanyan Guan, Shuo Wen, Dexin Yang, Bingbing Ni, Wendong Zhang, Jun Tang, Xiaokang Yang
IJCAI 2019 Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin
ECCV 2018 Attention-GAN for Object Transfiguration in Wild Images Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao
ECCV 2018 Deep Regression Tracking with Shrinkage Loss Xiankai Lu, Chao Ma, Bingbing Ni, Xiaokang Yang, Ian Reid, Ming-Hsuan Yang
AAAI 2018 Learning Conditional Generative Models for Temporal Point Processes Shuai Xiao, Hongteng Xu, Junchi Yan, Mehrdad Farajtabar, Xiaokang Yang, Le Song, Hongyuan Zha
NeurIPS 2018 Video Prediction via Selective Sampling Jingwei Xu, Bingbing Ni, Xiaokang Yang
AAAI 2018 Video Summarization via Semantic Attended Networks Huawei Wei, Bingbing Ni, Yichao Yan, Huanyu Yu, Xiaokang Yang, Chen Yao
IJCAI 2017 Image Matching via Loopy RNN Donghao Luo, Bingbing Ni, Yichao Yan, Xiaokang Yang
AAAI 2017 Modeling the Intensity Function of Point Process via Recurrent Neural Networks Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu
ICCV 2017 Performance Guaranteed Network Acceleration via High-Order Residual Quantization Zefan Li, Bingbing Ni, Wenjun Zhang, Xiaokang Yang, Wen Gao
IJCAI 2017 Predicting Human Interaction via Relative Attention Model Yichao Yan, Bingbing Ni, Xiaokang Yang
CVPR 2017 Recurrent Modeling of Interaction Context for Collective Activity Recognition Minsi Wang, Bingbing Ni, Xiaokang Yang
AAAI 2017 Unsupervised Deep Learning for Optical Flow Estimation Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha
CVPR 2017 Video Segmentation via Multiple Granularity Analysis Rui Yang, Bingbing Ni, Chao Ma, Yi Xu, Xiaokang Yang
CVPR 2016 Cascaded Interactional Targeting Network for Egocentric Video Analysis Yang Zhou, Bingbing Ni, Richang Hong, Xiaokang Yang, Qi Tian
CVPR 2016 Factors in Finetuning Deep Model for Object Detection with Long-Tail Distribution Wanli Ouyang, Xiaogang Wang, Cong Zhang, Xiaokang Yang
IJCAI 2016 Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior Junchi Yan, Shuai Xiao, Changsheng Li, Bo Jin, Xiangfeng Wang, Bin Ke, Xiaokang Yang, Hongyuan Zha
IJCAI 2016 On Modeling and Predicting Individual Paper Citation Count over Time Shuai Xiao, Junchi Yan, Changsheng Li, Bo Jin, Xiangfeng Wang, Xiaokang Yang, Stephen M. Chu, Hongyuan Zha
ECCV 2016 Person Re-Identification via Recurrent Feature Aggregation Yichao Yan, Bingbing Ni, Zhichao Song, Chao Ma, Yan Yan, Xiaokang Yang
CVPR 2016 Progressively Parsing Interactional Objects for Fine Grained Action Detection Bingbing Ni, Xiaokang Yang, Shenghua Gao
CVPR 2016 Temporal Action Localization with Pyramid of Score Distribution Features Jun Yuan, Bingbing Ni, Xiaokang Yang, Ashraf A. Kassim
ICCV 2015 A Matrix Decomposition Perspective to Multiple Graph Matching Junchi Yan, Hongteng Xu, Hongyuan Zha, Xiaokang Yang, Huanxi Liu, Stephen Chu
CVPR 2015 Cross-Scene Crowd Counting via Deep Convolutional Neural Networks Cong Zhang, Hongsheng Li, Xiaogang Wang, Xiaokang Yang
CVPR 2015 Discrete Hyper-Graph Matching Junchi Yan, Chao Zhang, Hongyuan Zha, Wei Liu, Xiaokang Yang, Stephen M. Chu
ICCV 2015 Hierarchical Convolutional Features for Visual Tracking Chao Ma, Jia-Bin Huang, Xiaokang Yang, Ming-Hsuan Yang
CVPR 2015 Long-Term Correlation Tracking Chao Ma, Xiaokang Yang, Chongyang Zhang, Ming-Hsuan Yang
CVPR 2015 Motion Part Regularization: Improving Action Recognition via Trajectory Selection Bingbing Ni, Pierre Moulin, Xiaokang Yang, Shuicheng Yan
IJCAI 2015 Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences Dixin Luo, Hongteng Xu, Yi Zhen, Xia Ning, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang
AAAI 2015 Multi-View Point Registration via Alternating Optimization Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
AAAI 2015 On Machine Learning Towards Predictive Sales Pipeline Analytics Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu, Xiaokang Yang
ECCV 2014 Graduated Consistency-Regularized Optimization for Multi-Graph Matching Junchi Yan, Yin Li, Wei Liu, Hongyuan Zha, Xiaokang Yang, Stephen Mingyu Chu
ICCV 2013 Action Recognition with Actons Jun Zhu, Baoyuan Wang, Xiaokang Yang, Wenjun Zhang, Zhuowen Tu
ICCV 2013 Joint Optimization for Consistent Multiple Graph Matching Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu
WACV 2012 Learning Reconfigurable Scene Representation by Tangram Model Jun Zhu, Tianfu Wu, Song-Chun Zhu, Xiaokang Yang, Wenjun Zhang
ECCV 2012 On the Convergence of Graph Matching: Graduated Assignment Revisited Yu Tian, Junchi Yan, Hequan Zhang, Ya Zhang, Xiaokang Yang, Hongyuan Zha