Yang, Xin

103 publications

ICLR 2026 DA$^{2}$: Depth Anything in Any Direction Haodong Li, Wangguandong Zheng, Jing He, Yuhao Liu, Xin Lin, Xin Yang, Ying-Cong Chen, Chunchao Guo

ICLR 2026 DiMeR: Disentangled Mesh Reconstruction Model with Normal-Only Geometry Training Lutao Jiang, Jiantao Lin, Kanghao Chen, Wenhang Ge, Xin Yang, Yifan Jiang, Yuanhuiyi Lyu, Xu Zheng, Li Jing, Yinchuan Li, Ying-Cong Chen

ICLR 2026 Fairness-Aware Multi-View Evidential Learning with Adaptive Prior Haishun Chen, Cai Xu, Jinlong Yu, Yilin Zhang, Ziyu Guan, Wei Zhao, Fangyuan Zhao, Xin Yang

ICLR 2026 The Lie of the Average: How Class Incremental Learning Evaluation Deceives You? Guannan Lai, Da-Wei Zhou, Xin Yang, Han-Jia Ye

ICLR 2026 Towards Self-Robust LLMs: Intrinsic Prompt Noise Resistance via CoIPO Xin Yang, Letian Li, Abudukelimu Wuerkaixi, Xuxin Cheng, Cao Liu, Ke Zeng, Xunliang Cai, Wenyuan Jiang

MIDL 2026 nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection Alexandra Ertl, Stefan Denner, Robin Peretzke, Shuhan Xiao, David Zimmerer, Maximilian Fischer, Markus Bujotzek, Xin Yang, Peter Neher, Fabian Isensee, Klaus H. Maier-Hein

ICCV 2025 BANet: Bilateral Aggregation Network for Mobile Stereo Matching Gangwei Xu, Jiaxin Liu, Xianqi Wang, Junda Cheng, Yong Deng, Jinliang Zang, Yurui Chen, Xin Yang

ICCV 2025 DEPTHOR: Depth Enhancement from a Practical Light-Weight dToF Sensor and RGB Image Jijun Xiang, Xuan Zhu, Xianqi Wang, Yu Wang, Hong Zhang, Fei Guo, Xin Yang

NeurIPS 2025 Diversity-Oriented Deep Multi-Modal Clustering Yanzheng Wang, Xin Yang, Yujun Wang, Shizhe Hu, Mingliang Xu

AAAI 2025 DriveGazen: Event-Based Driving Status Recognition Using Conventional Camera Xiaoyin Yang, Xin Yang

AAAI 2025 Dynamic Uncertainty Estimation for Offline Reinforcement Learning Jiesheng Wang, Lin Li, Wei Wei, Yujia Zhang, Xin Yang

AAAI 2025 ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions Xin Yang, Xin Zhang, Xinchao Wang

CVPR 2025 Exploring Historical Information for RGBE Visual Tracking with Mamba Chuanyu Sun, Jiqing Zhang, Yang Wang, Huilin Ge, Qianchen Xia, Baocai Yin, Xin Yang

NeurIPS 2025 Faster Algorithms for Structured John Ellipsoid Computation Yang Cao, Xiaoyu Li, Zhao Song, Xin Yang, Tianyi Zhou

AAAI 2025 FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation Min Lin, Gangwei Xu, Yun Wang, Xianqi Wang, Xin Yang

NeurIPS 2025 Fully Autonomous Neuromorphic Navigation and Dynamic Obstacle Avoidance Xiaochen Shang, Luo Pengwei, Xinning Wang, Jiayue Zhao, Huilin Ge, Bo Dong, Xin Yang

CVPR 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor Hao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li, Lixin Fan, Qiang Yang

ICML 2025 Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering Xin Yang, Xingrun Li, Heng Chang, Yang Jinze, Xihong Yang, Shengyu Tao, Maiko Shigeno, Ningkang Chang, Junfeng Wang, Dawei Yin, Erxue Min

CVPR 2025 Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation Jiantao Lin, Xin Yang, Meixi Chen, Yingjie Xu, Dongyu Yan, Leyi Wu, Xinli Xu, Lie Xu, Shunsi Zhang, Ying-Cong Chen

AAAI 2025 Leveraging Consistent Spatio-Temporal Correspondence for Robust Visual Odometry Zhaoxing Zhang, Junda Cheng, Gangwei Xu, Xiaoxiang Wang, Can Zhang, Xin Yang

CVPR 2025 MonSter: Marry Monodepth to Stereo Unleashes Power Junda Cheng, Longliang Liu, Gangwei Xu, Xianqi Wang, Zhaoxing Zhang, Yong Deng, Jinliang Zang, Yurui Chen, Zhipeng Cai, Xin Yang

IJCAI 2025 Multi-Granularity Knowledge Transfer for Continual Reinforcement Learning Chaofan Pan, Lingfei Ren, Yihui Feng, Linbo Xiong, Wei Wei, Yonghao Li, Xin Yang

AAAI 2025 Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guo-Yin Wang, Tianrui Li

CVPR 2025 Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping Guannan Lai, Yujie Li, Xiangkun Wang, Junbo Zhang, Tianrui Li, Xin Yang

NeurIPS 2025 Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers Gangwei Xu, Haotong Lin, Hongcheng Luo, Xianqi Wang, Jingfeng Yao, Lianghui Zhu, Yuechuan Pu, Cheng Chi_, Haiyang Sun, Bing Wang, Guang Chen, Hangjun Ye, Sida Peng, Xin Yang

ICCV 2025 PriOr-Flow: Enhancing Primitive Panoramic Optical Flow with Orthogonal View Longliang Liu, Miaojie Feng, Junda Cheng, Jijun Xiang, Xuan Zhu, Xin Yang

CVPR 2025 SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion Xuan Zhu, Jijun Xiang, Xianqi Wang, Longliang Liu, Yu Wang, Hong Zhang, Fei Guo, Xin Yang

AAAI 2025 Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning Xin Yang, Wending Yan, Yuan Yuan, Michael Bi Mi, Robby T. Tan

AAAI 2025 Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-Interweaved Attention for Photon-Efficient Depth Sensing Letian Yu, Jiaxi Yang, Bo Dong, Qirui Bao, Yuanbo Wang, Felix Heide, Xiaopeng Wei, Xin Yang

CVPR 2025 Touch2Shape: Touch-Conditioned 3D Diffusion for Shape Exploration and Reconstruction Yuanbo Wang, Zhaoxuan Zhang, Jiajin Qiu, Dilong Sun, Zhengyu Meng, Xiaopeng Wei, Xin Yang

CVPR 2025 UA-Pose: Uncertainty-Aware 6d Object Pose Estimation and Online Object Completion with Partial References Ming-Feng Li, Xin Yang, Fu-En Wang, Hritam Basak, Yuyin Sun, Shreekant Gayaka, Min Sun, Cheng-Hao Kuo

ICCV 2025 ZeroStereo: Zero-Shot Stereo Matching from Single Images Xianqi Wang, Hao Yang, Gangwei Xu, Junda Cheng, Min Lin, Yong Deng, Jinliang Zang, Yurui Chen, Xin Yang

CVPR 2024 Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving Junda Cheng, Wei Yin, Kaixuan Wang, Xiaozhi Chen, Shijie Wang, Xin Yang

IJCAI 2024 Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition Yang Wang, Haiyang Mei, Qirui Bao, Ziqi Wei, Mike Zheng Shou, Haizhou Li, Bo Dong, Xin Yang

NeurIPSW 2024 Differentially Private Attention Computation Yeqi Gao, Zhao Song, Xin Yang, Yufa Zhou

NeurIPS 2024 End-to-End Video Semantic Segmentation in Adverse Weather Using Fusion Blocks and Temporal-Spatial Teacher-Student Learning Xin Yang, Yan Wending, Michael Bi Mi, Yuan Yuan, Robby T. Tan

AAAI 2024 Exploiting Polarized Material Cues for Robust Car Detection Wen Dong, Haiyang Mei, Ziqi Wei, Ao Jin, Sen Qiu, Qiang Zhang, Xin Yang

CVPRW 2024 FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer Xin Gao, Xin Yang, Hao Yu, Yan Kang, Tianrui Li

CVPR 2024 HDRFlow: Real-Time HDR Video Reconstruction with Large Motions Gangwei Xu, Yujin Wang, Jinwei Gu, Tianfan Xue, Xin Yang

AAAI 2024 Learning to Prompt Knowledge Transfer for Open-World Continual Learning Yujie Li, Xin Yang, Hao Wang, Xiangkun Wang, Tianrui Li

CVPR 2024 LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching Yixun Liang, Xin Yang, Jiantao Lin, Haodong Li, Xiaogang Xu, Yingcong Chen

CVPR 2024 Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching Xianqi Wang, Gangwei Xu, Hao Jia, Xin Yang

AAAI 2024 Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention Xin Yang, Wending Yan, Yuan Yuan, Michael Bi Mi, Robby T. Tan

NeurIPSW 2023 CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts Xin Yang, Renata Sechi, Martin Hoffmann Petersen, Arghya Bhowmik, Heine Anton Hansen

AAAI 2023 Cross-Regional Fraud Detection via Continual Learning (Student Abstract) Yujie Li, Yuxuan Yang, Qiang Gao, Xin Yang

AAAI 2023 DPAUC: Differentially Private AUC Computation in Federated Learning Jiankai Sun, Xin Yang, Yuanshun Yao, Junyuan Xie, Di Wu, Chong Wang

CVPR 2023 Deep Polarization Reconstruction with PDAVIS Events Haiyang Mei, Zuowen Wang, Xin Yang, Xiaopeng Wei, Tobi Delbruck

IJCAI 2023 Dual-View Correlation Hybrid Attention Network for Robust Holistic Mammogram Classification Zhiwei Wang, Junlin Xian, Kangyi Liu, Xin Li, Qiang Li, Xin Yang

CVPR 2023 Frame-Event Alignment and Fusion Network for High Frame Rate Tracking Jiqing Zhang, Yuanchen Wang, Wenxi Liu, Meng Li, Jinpeng Bai, Baocai Yin, Xin Yang

ICCV 2023 FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation Tianyi Shi, Xiaohuan Ding, Liang Zhang, Xin Yang

ICCV 2023 IHNet: Iterative Hierarchical Network Guided by High-Resolution Estimated Information for Scene Flow Estimation Yun Wang, Cheng Chi, Min Lin, Xin Yang

CVPR 2023 Iterative Geometry Encoding Volume for Stereo Matching Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang

ICCV 2023 Multi-View Spectral Polarization Propagation for Video Glass Segmentation Yu Qiao, Bo Dong, Ao Jin, Yu Fu, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang

ICCV 2023 Out-of-Domain GAN Inversion via Invertibility Decomposition for Photo-Realistic Human Face Manipulation Xin Yang, Xiaogang Xu, Yingcong Chen

CVPR 2023 Real-Time 6k Image Rescaling with Rate-Distortion Optimization Chenyang Qi, Xin Yang, Ka Leong Cheng, Ying-Cong Chen, Qifeng Chen

ICCV 2023 Single Depth-Image 3D Reflection Symmetry and Shape Prediction Zhaoxuan Zhang, Bo Dong, Tong Li, Felix Heide, Pieter Peers, Baocai Yin, Xin Yang

ICML 2023 Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance Zhao Song, Xin Yang, Yuanyuan Yang, Lichen Zhang

CVPRW 2023 Video Tiny-Object Detection Guided by the Spatial-Temporal Motion Information Xin Yang, Gang Wang, Weiming Hu, Jin Gao, Shubo Lin, Liang Li, Kai Gao, Yizheng Wang

CVPR 2022 Attention Concatenation Volume for Accurate and Efficient Stereo Matching Gangwei Xu, Junda Cheng, Peng Guo, Xin Yang

CVPR 2022 Bi-Directional Object-Context Prioritization Learning for Saliency Ranking Xin Tian, Ke Xu, Xin Yang, Lin Du, Baocai Yin, Rynson W.H. Lau

NeurIPS 2022 Biologically Inspired Dynamic Thresholds for Spiking Neural Networks Jianchuan Ding, Bo Dong, Felix Heide, Yufei Ding, Yunduo Zhou, Baocai Yin, Xin Yang

AAAI 2022 CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation Yu Qiao, Jincheng Zhu, Chengjiang Long, Zeyao Zhang, Yuxin Wang, Zhenjun Du, Xin Yang

UAI 2022 Differentially Private Multi-Party Data Release for Linear Regression Ruihan Wu, Xin Yang, Yuanshun Yao, Jiankai Sun, Tianyi Liu, Q. Kilian Weinberger, Chong Wang

CVPR 2022 Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi

CVPR 2022 Glass Segmentation Using Intensity and Spectral Polarization Cues Haiyang Mei, Bo Dong, Wen Dong, Jiaxi Yang, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang

ICLR 2022 Label Leakage and Protection in Two-Party Split Learning Oscar Li, Jiankai Sun, Xin Yang, Weihao Gao, Hongyi Zhang, Junyuan Xie, Virginia Smith, Chong Wang

NeurIPSW 2022 Netflix and Forget: Fast Severance from Memorizing Training Data in Recommendations Mimee Xu, Jiankai Sun, Xin Yang, Yuanshun Yao, Chong Wang

CVPR 2022 Spiking Transformers for Event-Based Single Object Tracking Jiqing Zhang, Bo Dong, Haiwei Zhang, Jianchuan Ding, Felix Heide, Baocai Yin, Xin Yang

ICLR 2021 CPT: Efficient Deep Neural Network Training via Cyclic Precision Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yining Ding, Vikas Chandra, Yingyan Lin

CVPR 2021 Camouflaged Object Segmentation with Distraction Mining Haiyang Mei, Ge-Peng Ji, Ziqi Wei, Xin Yang, Xiaopeng Wei, Deng-Ping Fan

CVPR 2021 Depth-Aware Mirror Segmentation Haiyang Mei, Bo Dong, Wen Dong, Pieter Peers, Xin Yang, Qiang Zhang, Xiaopeng Wei

ICML 2021 FL-NTK: A Neural Tangent Kernel-Based Framework for Federated Learning Analysis Baihe Huang, Xiaoxiao Li, Zhao Song, Xin Yang

CVPR 2021 Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion Cheng Chi, Qingjie Wang, Tianyu Hao, Peng Guo, Xin Yang

ICCV 2021 Object Tracking by Jointly Exploiting Frame and Event Domain Jiqing Zhang, Xin Yang, Yingkai Fu, Xiaopeng Wei, Baocai Yin, Bo Dong

ICCV 2021 Tripartite Information Mining and Integration for Image Matting Yuhao Liu, Jiake Xie, Xiao Shi, Yu Qiao, Yujie Huang, Yong Tang, Xin Yang

CVPR 2020 Attention Scaling for Crowd Counting Xiaoheng Jiang, Li Zhang, Mingliang Xu, Tianzhu Zhang, Pei Lv, Bing Zhou, Xin Yang, Yanwei Pang

CVPR 2020 Attention-Guided Hierarchical Structure Aggregation for Image Matting Yu Qiao, Yuhao Liu, Xin Yang, Dongsheng Zhou, Mingliang Xu, Qiang Zhang, Xiaopeng Wei

CVPR 2020 Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu

CVPR 2020 Don't Hit Me! Glass Detection in Real-World Scenes Haiyang Mei, Xin Yang, Yang Wang, Yuanyuan Liu, Shengfeng He, Qiang Zhang, Xiaopeng Wei, Rynson W.H. Lau

ACML 2020 Efficient Attention Calibration Network for Real-Time Semantic Segmentation Hengfeng Zha, Rui Liu, Dongsheng Zhou, Xin Yang, Qiang Zhang, Xiaopeng Wei

CVPR 2020 Learning to Restore Low-Light Images via Decomposition-and-Enhancement Ke Xu, Xin Yang, Baocai Yin, Rynson W.H. Lau

AISTATS 2020 Sketching Transformed Matrices with Applications to Natural Language Processing Yingyu Liang, Zhao Song, Mengdi Wang, Lin Yang, Xin Yang

ECCV 2020 TENet: Triple Excitation Network for Video Salient Object Detection Sucheng Ren, Chu Han, Xin Yang, Guoqiang Han, Shengfeng He

COLT 2019 A Near-Optimal Algorithm for Approximating the John Ellipsoid Michael B. Cohen, Ben Cousins, Yin Tat Lee, Xin Yang

ICCVW 2019 AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results Shuhang Gu, Hanwen Liu, Dan Zhu, Tangxin Xie, Xin Yang, Chen Zhu, Jia Yu, Wenyu Sun, Xin Tao, Zijun Deng, Liying Lu, Martin Danelljan, Wenbo Li, Taian Guo, Xiaoyong Shen, Xuemiao Xu, Yu-Wing Tai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Radu Timofte, Jiayi Ma, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Wan-Chi Siu, Yui-Lam Chan, Ruofan Zhou, Majed El Helou, Kuldeep Purohit, Praveen Kandula, Muhammad Haris, Maitreya Suin, A. N. Rajagopalan, Kazutoshi Akita, Greg Shakhnarovich, Norimichi Ukita, Pablo Navarrete Michelini, Wenbin Chen

ICCVW 2019 Adaptive Densely Connected Single Image Super-Resolution Tangxin Xie, Xin Yang, Yu Jia, Chen Zhu, Xiaochuan Li

CVPR 2019 Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image Xiaoguang Han, Zhaoxuan Zhang, Dong Du, Mingdai Yang, Jingming Yu, Pan Pan, Xin Yang, Ligang Liu, Zixiang Xiong, Shuguang Cui

CVPR 2019 Learning to Film from Professional Human Motion Videos Chong Huang, Chuan-En Lin, Zhenyu Yang, Yan Kong, Peng Chen, Xin Yang, Kwang-Ting Cheng

ICCV 2019 MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning Zechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Kwang-Ting Cheng, Jian Sun

CVPR 2019 Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset Tianyu Wang, Xin Yang, Ke Xu, Shaozhe Chen, Qiang Zhang, Rynson W.H. Lau

NeurIPS 2019 Total Least Squares Regression in Input Sparsity Time Huaian Diao, Zhao Song, David Woodruff, Xin Yang

ICCV 2019 Where Is My Mirror? Xin Yang, Haiyang Mei, Ke Xu, Xiaopeng Wei, Baocai Yin, Rynson W.H. Lau

NeurIPS 2018 Active Matting Xin Yang, Ke Xu, Shaozhe Chen, Shengfeng He, Baocai Yin Yin, Rynson Lau

IJCAI 2018 Active Object Reconstruction Using a Guided View Planner Xin Yang, Yuanbo Wang, Yaru Wang, Baocai Yin, Qiang Zhang, Xiaopeng Wei, Hongbo Fu

ECCV 2018 Bi-Real Net: Enhancing the Performance of 1-Bit CNNs with Improved Representational Capability and Advanced Training Algorithm Zechun Liu, Baoyuan Wu, Wenhan Luo, Xin Yang, Wei Liu, Kwang-Ting Cheng

CVPR 2018 Image Correction via Deep Reciprocating HDR Transformation Xin Yang, Ke Xu, Yibing Song, Qiang Zhang, Xiaopeng Wei, Rynson W.H. Lau

COLT 2018 Time-Space Tradeoffs for Learning Finite Functions from Random Evaluations, with Applications to Polynomials Paul Beame, Shayan Oveis Gharan, Xin Yang

AAAI 2017 Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng

AAAI 2017 Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng

WACV 2016 Accurate and Efficient Pulse Measurement from Facial Videos on Smartphones Chong Huang, Xin Yang, Kwang-Ting (Tim) Cheng

CVPRW 2010 Mobile Image Search with Multimodal Context-Aware Queries Xin Yang, Sydney Pang, K. T. Tim Cheng

ICML 2006 Semi-Supervised Nonlinear Dimensionality Reduction Xin Yang, Haoying Fu, Hongyuan Zha, Jesse L. Barlow

CVPR 2005 A Two-Stage Level Set Evolution Scheme for Man-Made Objects Detection in Aerial Images Guo Cao, Xin Yang, Zhihong Mao