Yanwei Fu · Academic resources

Publications

Research publications in machine learning, computer vision, robotics, and brain decoding.

Selected paper honors · Google Scholar · DBLP

Presentation types are marked as Oral, Spotlight, or Highlight. Linked labels open the conference program or author record.

2026

Vision and Machine Learning:

• VTBench: Disentangled and Human-Aligned Evaluation for Image-Based Virtual Try-on. Donghao Luo, Yujie Liang, Caoshuo Li, Xiaobin Hu, Zuxuan Wu, Yanwei Fu. NIPS 2026 Evaluations and Datasets Track

• F2G-Pose: Geometry-Aware Foundation Feature Lifting for Direct RGB-D Category-Level Object Pose Estimation. Jinyu Zhang, Haitao Lin, Jiashu Hou, Xiangyang Xue, Yanwei Fu. NIPS 2026

• 3D Skew Normal Splatting. Xiangru Wu, Ke Fan, Yanwei Fu. NIPS 2026

• StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering. Ming Xie, Zizheng Huang, Xudong Tan, Chao Wang, Xiangyu Zeng, Wenxiao Wu, Tao Chen, Limin Wang, Yanwei Fu. NIPS 2026

• Conformal Cache: Reliable Proxy-Discrepancy Caching for Fast Generative Inference. Wenxiao Wu, Yachen Gao, Yukang Feng, Chengming Xu, Moran Li, jingyu li, Ming Xie, Xiaobin Hu, Xinwei Sun, Jing-Hao Xue, Nong Sang, Yanwei Fu. NIPS 2026

• StepGuard: Learning Step-Level Guardrails with Scalable Supervision and Safety–Utility Balancing. Zhijie Zheng, Yu Li, Chen Qian, Yuqian Fu, Yanwei Fu, Lu Sheng, Jing Shao, Dongrui Liu. EMNLP 2026

• ATBench: A Diverse and Realistic Trajectory Benchmark for Long-Horizon Agent Safety. Yu Li, Haoyu Luo, Yuejin Xie, Yuqian Fu, Zhonghao Yang, Shuai Shao, Qihan Ren, Wanying Qu, Yanwei Fu, Yujiu Yang, Jing Shao, Dongrui Liu. COLM 2026.

• Federated Parameter-Efficient Selective Fine-Tuning for Vision-Language Models via Global-Local Masking. Wentao Gu, XINYANG JIANG, Junyao Gao, Yuhao Xue, Dongsheng Li, Yanwei Fu, Cairong Zhao. ACM Multimedia 2026

• Interact3D: Compositional 3D Generation of Interactive Objects. Hui Shan, Keyang Luo, Ming Li, Sizhe Zheng, Yanwei Fu, Zhen Chen, Xiangru Huang. ECCV 2026

• VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation, Sixiao Zheng, Zimian Peng, Yanpeng Zhou, Yi Zhu, Hang Xu, Xiangru Huang, Yanwei Fu. IEEETransactions on Visualization and Computer Graphics (TVCG) 2026

• A Unified and Fast-Sampling Diffusion Bridge Framework via Stochastic Optimal Control. Mokai Pan; Kaizhen Zhu; Yuexin Ma; Yanwei Fu; Jingyi Yu; Jingya Wang. IEEE TPAMI 2026

• MVGGT: Multimodal Visual Geometry Grounded Transformer for Multiview 3D Referring Expression Segmentation. Changli Wu, Haodong Wang, Jiayi Ji, Yutian Yao, Chunsai Du, Jihua Kang, Yanwei Fu, Liujuan Cao. CVPR 2026

• FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing. Xijie Huang, Chengming Xu, Donghao Luo, Xiaobin Hu, Peng Tang, Xu Peng, Jiangning Zhang, Chengjie Wang, Yanwei Fu. CVPR 2026

• V²-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence. Jiancheng Pan, Runze Wang, Tianwen Qian, Mohammad Mahdi, Yanwei Fu, Xiangyang Xue, Xiaomeng Huang, Luc Van Gool, Danda Pani Paudel, Yuqian Fu. CVPR 2026. Highlight Paper · Code

• VerseCrafter: Dynamic Realistic Video World Model with 4D Geometric Control. Sixiao Zheng, Minghao Yin, Wenbo Hu, Xiaoyu Li, Ying Shan, Yanwei Fu. CVPR 2026

• EgoSound: Benchmarking Sound Understanding in Egocentric Videos. Bingwen Zhu, Yuqian Fu, Qiaole Dong, Guolei Sun, Tianwen Qian, Yuzheng Wu, Danda Pani Paudel, Yanwei Fu, Xiangyang Xue. CVPR 2026. Highlight

• NI-Tex: Non-isometric Image-based Garment Texture Generation. Hui Shan, Ming Li, Haitao Yang, Kai Zheng, Sizhe Zheng, Yanwei Fu, Xiangru Huang. CVPR 2026. Highlight

• ReWeaver: Towards Simulation-Ready and Topology-Accurate Garment Reconstruction. Ming Li, Hui Shan, Kai Zheng, Chentao Shen, Siyu Liu, Yanwei Fu, Zhen Chen, Xiangru Huang. CVPR 2026

• Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective. Zhihao Zhang, Qiaole Dong, Qi Zhang, Enyu Zhou, Jun Zhao, Zhiheng Xi, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Mingqi Wu, Yanwei Fu, Tao Ji, Tao Gui, Xuanjing Huang, Kai Chen. ICLR 2026.

• Split Group Knockoffs: Controlling False Discovery Rate in Transformational Group Sparsity. Siqi Chen, Yachen Gao, Yanwei Fu, Xinwei Sun ICML 2026

• Conformal Reliability: A New Evaluation Metric for Conditional Generation. Yachen Gao, Xinwei Sun, Yikai Wang, Ye Shi, Jingya Wang, Jianfeng Feng, Yanwei Fu. ICML 2026

• VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation. Sixiao Zheng, Zimian Peng, Yanpeng Zhou, Yi Zhu, Hang Xu, Xiangru Huang, and Yanwei Fu. IEEE TVCG 2026

Robotics:

• tau0-WM: A Unified Video-Action World Model for Robotic Manipulation. Pengfei Zhou, Shengcong Chen, Di Chen, Jiaxu Wang, Rongjun Jin, Bingwen Zhu, Yike Pan, Songen Gu, Kuanning Wang, Shufeng Nan, Xingyu Qiu, Chenhao Qiu, Pu Yang, Yunuo Cai, Jianxiong Gao, Yifan Li, Yanwei Fu, Xiangyu Yue, Zhi Chen, Jianlan Luo. CoRL 2026

• Schrödinger’s Navigator: Imagining an Ensemble of Futures for Zero-Shot Object Navigation. Yu He, Da Huang, Zhenyang Liu, Zixiao Gu, Qiang Sun, Guangnan Ye, Yanwei Fu, Yu-Gang Jiang. CoRL 2026

• LSPR: Init-Anchored Score-Based Multi-Camera Calibration for Indoor Robot Manipulation. Weifan Mao, Tianyu Wang, Yanwei Fu. CoRL 2026

• TriVLA: A Triple-System-Based Unified Vision-Language-Action Model with Episodic World Modeling for General Robot Control. Zhenyang Liu, Yongchong Gu, Sixiao Zheng, Yanwei Fu, Xiangyang Xue, Yu-Gang Jiang. ACM Multimedia 2026. Oral

• OCRA: Object-Centric Learning with 3D and Tactile Priors for Human-to-Robot Action Transfer. Kuanning Wang, Ke Fan, Yuqian Fu, Siyu Lin, Hu Luo, Daniel Seita, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue. ICRA 2026

• SCOOP’D: Learning Mixed-Liquid-Solid Scooping via Sim2Real Generative Policy. Kuanning Wang*, Yongchong Gu, Yuqian Fu, Zeyu Shangguan, Sicheng He, Xiangyang Xue, Yanwei Fu, Daniel Seita. ICRA 2026

• ST4VLA: Spatially Guided Training for Vision-Language-Action Model. Jinhui Ye, Fangjing Wang, Ning Gao, Junqiu Yu, Yangkun Zhu, Bin Wang, Jinyu Zhang, Weiyang Jin, Yanwei Fu, Feng Zheng, Yilun Chen, Jiangmiao Pang. ICLR 2026. My student Junqiu Yu is a co-first author and a core contributor to the related InternVLA-M1 release. Paper · Code & models. Junqiu and collaborators also contribute to the starVLA open-source framework.

• ActiveVLA: Injecting Active Perception into Vision-Language-Action Models for Precise 3D Robotic Manipulation. Zhenyang Liu, Yongchong Gu, Yikai Wang, Xiangyang Xue, Yanwei Fu. CVPR 2026

• Universal Pose Pretraining for Generalizable Vision-Language-Action Policies. Haitao Lin, Hanyang Yu, Jingshun Huang, He Zhang, Yonggen Ling, Ping Tan, Xiangyang Xue, Yanwei Fu. RSS 2026. Oral

• STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics–Physics Dual System. Zhen Luo, Yixuan Yang, Xudong XU, Jinkun Hao, Zhaoyang Lyu, Feng Zheng, Jiangmiao Pang, Yanwei Fu. ICML 2026

Brain:

• Cross-subject fMRI-to-Image with Visual-cortex 2D Representation and Pre-Training. Xuelin Qian; Yun Wang; Yikai Wang; Shijie Zhao; Jianfeng Feng; Yanwei Fu. IEEE JBHI 2026

• Robotic Grasping and Placement Controlled by EEG-Based Hybrid Visual and Motor Imagery. Yichang Liu, Tianyu Wang, Ziyi Ye, Yawei Li, Yu-Gang Jiang, Shouyan Wang, Yanwei Fu. ICRA 2026 Paper · Project & video

• Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic. Wanying Qu, Jianxiong Gao, Wei Wang, Yanwei Fu. CVPR 2026. Paper · CVPR proceedings

• CineBrain: A Large-Scale Multi-Modal Audiovisual Brain Dataset for Brain-Conditioned Video Generation. Jianxiong Gao, Yichang Liu, Baofeng Yang, Jianfeng Feng, Yanwei Fu. CVPR 2026. Oral Best Paper Award Candidate Paper · Project

• Harnessing Spectrum Video for Subject-Level Few-Shot and Cross-Montage EEG Generalization. Wei Wang, Fang He, Yifan Li, Wanying Qu, Yawei Li, Quanying Liu, Yanwei Fu. ICML 2026. Paper · Code

• MindShape: Superquadric-Constrained High-Fidelity 3D Reconstruction from fMRI. Xiaoquan Shen, Ming Li, Jianxiong Gao, Jiaxuan Chen, Xiangru Huang, Yanwei Fu, Gang Pan. NIPS 2026

2025

Vision and Machine Learning:

• SwiftVideo: A Unified Framework for Few-Step Video Generation through Trajectory-Distribution Alignment. Yanxiao Sun, Jiafu Wu, Yun Cao, Chengming Xu, Yabiao Wang, Weijian Cao, Donghao Luo, Chengjie Wang, Yanwei Fu. AAAI 2026

• Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination. Mingqi Wu, Zhihao Zhang, Qiaole Dong, Zhiheng Xi, Jun Zhao, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Huijie Lv, Ming Zhang, Yanwei Fu, Qin Liu, Songyang Zhang, Qi Zhang. AAAI 2026

• One-Step Generative Policies with Q-Learning: A Reformulation of MeanFlow. Zeyuan Wang, Da Li, Yulin Chen, Ye Shi, Liang Bai, Tianyuan Yu, Yanwei Fu. AAAI 2026

• Towards Reliable and Holistic Visual In-Context Learning Prompt Selection. Wenxiao Wu, Jing-Hao Xue, Chengming Xu, Chen Liu, Xinwei Sun, Changxin Gao, Nong Sang, Yanwei Fu. NIPS 2025

• Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection. Yu Li, Xingyu Qiu, Yuqian Fu, Jie Chen, Tianwen Qian, Xu Zheng, Danda Pani Paudel, Yanwei Fu, Xuanjing Huang, Luc Van Gool, Yu-Gang Jiang. NIPS 2025

• PPMStereo: Pick-and-Play Memory Construction for Consistent Dynamic Stereo Matching. Yun Wang, Qiaole Dong, Yongjian Zhang, Tin Lun Lam, Yanwei Fu, Dapeng Wu, Junjie Hu. NIPS 2025

• Image-Text-Image Knowledge Transferring for Lifelong Person Re-Identification with Hybrid Clothing States. Qizao Wang, Xuelin Qian, Bin Li, Yanwei Fu, Xiangyang Xue. IEEE TIP 2025

• Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation. Chenjie Cao, Jingkai Zhou, Shikai Li, Jingyun Liang, Chaohui Yu, Fan Wang, Xiangyang Xue, Yanwei Fu, ACM Siggraph Asia 2025. Oral Presentation photos

• StrandDesigner: Towards Practical Strand Generation with Sketch Guidance. Na Zhang, Moran Li, Chengming Xu, Han Feng, Xiaobin Hu, Jiangning Zhang, Weijian Cao, Chengjie Wang, Yanwei Fu. ACM MM 2025

• Spatial-Temporal Aware Visuomotor Diffusion Policy Learning. Zhenyang Liu, Yikai Wang, Kuanning Wang, Longfei Liang, Xiangyang Xue, Yanwei Fu. ICCV 2025

• Online Dense Point Tracking with Streaming Memory. Qiaole Dong, Yanwei Fu. ICCV 2025

• ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives. Yuqian Fu, Runze Wang, Bin Ren, Guolei Sun, Biao Gong, Yanwei Fu, Danda Pani Paudel, Xuanjing Huang, Luc Van Gool. ICCV 2025. Highlight

• UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control. Kaizhen Zhu, Mokai Pan, Yuexin Ma, Yanwei Fu, Jingyi Yu, Jingya Wang, Ye Shi. ICML 2025. Spotlight Long Paper Outstanding Paper Award · DeLTa Workshop at ICLR 2025 Paper · Code

• Bivariate Causal Discovery with Proxy Variables: Integral Solving and Beyond. Yong Wu, Yanwei Fu, Shouyan Wang, Xinwei Sun. ICML 2025.

• CrossVTON: Mimicking the Logic Reasoning on Cross-category Virtual Try-on guided by Tri-zone Priors. Donghao Luo, Yujie Liang, Xu Peng, Xiaobin Hu, Boyuan Jiang, Chengming Xu, Taisong Jin, Chengjie Wang, Yanwei Fu. IJCAI 2025.

• MagicFace: Slot-driven High-fidelity One-shot Facial Appearance Editing. Qilin Wang, Qilin Wang, Jiangning Zhang, Chengming Xu, Weijian Cao, and Yanwei Fu. IEEE Signal Processing Letters 2025

• EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation, Zihao Zhang, Haoran Chen, Haoyu Zhao, Guansong Lu, Yanwei Fu, Hang Xu, Zuxuan Wu. CVPR 2025

• MVGenMaster: Scaling Multi-View Generation from Any Image via 3D Priors Enhanced Diffusion Model. Chenjie Cao, Chaohui Yu, Shang Liu, Fan Wang, Xiangyang Xue, Yanwei Fu. CVPR 2025

• Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency. Yikai Wang, Chenjie Cao, Junqiu Yu, Ke Fan, Xiangyang Xue, Yanwei Fu. CVPR 2025. Highlight

• Concept Replacer: Replacing Sensitive Concepts in Diffusion Models via Precision Localization. Lingyun Zhang, Yu Xie, Yanwei Fu, Ping Chen. CVPR 2025

• CustAny: Customizing Anything from A Single Example. Lingjie Kong, Kai WU, Chengming Xu, Xiaobin Hu, Wenhui Han, Jinlong Peng, Donghao Luo, Mengtian Li, Jiangning Zhang, Chengjie Wang, Yanwei Fu. CVPR 2025. Oral

• MagicFace: Slot-driven High-fidelity One-shot Facial Appearance Editing. QiLin Wang, Chengming Xu, et al. IEEE Signal Processing Letters 2025

• Adaptive Pruning of Pretrained Transformer via Differential Inclusions. Yizhuo Ding, Ke Fan, Yikai Wang, Xinwei Sun, Yanwei Fu. ICLR 2025

• 3D StreetUnveiler with Semantic-aware 2DGS - a simple baseline. Jingwei Xu, Yikai Wang, Yiqun Zhao, Yanwei Fu, Shenghua Gao. ICLR 2025

• ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context. Sixiao Zheng, Yanwei Fu. AAAI 2025.

• A New Formulation of Lipschitz Constrained With Functional Gradient Learning for GANs. Chang Wan, Ke Fan, Xinwei Sun, Yanwei Fu, Minglu Li, Yunliang Jiang, Zhonglong Zheng. Machine Learning, 2025

Robotics:

• TP-MDDN: Task-Preferenced Multi-Demand-Driven Navigation with Autonomous Decision-Making. Shanshan Li, Da Huang, Yu He, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue. NIPS 2025

• A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding. Zhenyang Liu, Sixiao Zheng, Siyu Chen, Cairong Zhao, Longfei Liang, Xiangyang Xue, Yanwei Fu. ACM MM 2025

• Ali-UI: Enhancing Complex Vision-Language Navigation with Alignment of Unified Map and Instruction Parsing. Shanshan Li, Jiawei Hou, Da Huang, Yanwei Fu, Xiangyang Xue. ACM MM 2025

• Disentangle Identity, Cooperate Emotion: Correlation-Aware Emotional Talking Portrait Generation. Weipeng Tan, Chuming Lin, Chengming Xu, FeiFan Xu, Xiaobin Hu, Xiaozhong Ji, Junwei Zhu, Chengjie Wang, Yanwei Fu. ACM MM 2025

• TransSoft: The Low-Cost, Adaptable, and Radial Reconfigurable Soft Hand for Diverse Object Grasping. Yongchong Gu*, Haitao Lin, Yanwei Fu. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 2025. Paper · Project & demonstrations

• Sequential Multi-Object Grasping with One Dexterous Hand. Sicheng He, Zeyu Shangguan, Kuanning Wang, Yongchong Gu, Yuqian Fu, Yanwei Fu, Daniel Seita. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2025

• RAG-6DPose: Retrieval-Augmented 6D Pose Estimation via Leveraging CAD as Knowledge Base. Kuanning Wang, Yuqian Fu, Tianyu Wang, Yanwei Fu, Longfei Liang, Yu-Gang Jiang, Xiangyang Xue. 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

• Diffusion-Based Imaginative Coordination for Bimanual Manipulation. huilin xu, Jian Ding, Jiakun Xu, Ruixiang Wang, Jun Chen, Jinjie Mai, Yanwei Fu, Bernard Ghanem, Feng Xu, Mohamed Elhoseiny. ICCV 2025

• VividPose: Advancing Stable Video Diffusion for Realistic Human Image Animation. Qilin Wang, Zhengkai Jiang, Chengming Xu, Jiangning Zhang, Yabiao Wang, Xinyi Zhang, Yun Cao, Weijian Cao, Chengjie Wang, Yanwei Fu. ICME 2025. Oral

• CAP-Net: A Unified Network for 6D Pose and Size Estimation of Categorical Articulated Parts from a Single RGB-D Image. Jingshun Huang, Haitao Lin, Tianyu Wang, Yanwei Fu, Xiangyang Xue, Yi Zhu. CVPR 2025. Highlight

• ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning. Zhenyang Liu, Yikai Wang, Sixiao Zheng, Tongying Pan, Longfei Liang, Yanwei Fu, Xiangyang Xue. CVPR 2025

• HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation. Hongye Cheng, Tianyu Wang, Guangsi Shi, Zexing Zhao, Yanwei Fu. CVPR 2025

• You Only Estimate Once: Unified, One-stage, Real-Time Category-level Articulated Object 6D Pose Estimation for Robotic Grasping. Jingshun Huang, Haitao Lin, Tianyu Wang, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue. ICRA 2025

Brain:

• MinD-3D++: Advancing fMRI-Based 3D Reconstruction with High-Quality Textured Mesh Generation and a Comprehensive Dataset. Jianxiong Gao, Yanwei Fu, Yuqian Fu, Yun Wang, Xuelin Qian, Jianfeng Feng, IEEE TPAMI 2025

• CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing. Jianxiong Gao, Yichang Liu, Baofeng Yang, Jianfeng Feng, Yanwei Fu. Arxiv 2025 https://arxiv.org/abs/2503.06940 (It’s a nice dataset)

• DecoFuse: Decomposing and Fusing the “What”, “Where”, and “How” for Brain-Inspired fMRI-to-Video Decoding. Chong Li, Jingyang Huo, Weikang Gong, Yanwei Fu, Xiangyang Xue, Jianfeng Feng. arXiv 2025. Paper · Project & reconstructions

2024

• SparseGrasp: Robotic Grasping via 3D Semantic Gaussian Splatting from Sparse Multi-View RGB Images. Junqiu Yu, Xinlin Ren, Yongchong Gu, Haitao Lin, Tianyu Wang, Yi Zhu, Hang Xu, Yu-Gang Jiang, Xiangyang Xue, Yanwei Fu. arXiv preprint, December 2024. Paper

• Repositioning the Subject within Image. Yikai Wang, Chenjie Cao, Ke Fan, Qiaole Dong, Yifan Li, Xiangyang Xue, Yanwei Fu. TMLR, November 2024. Journal-to-Conference (J2C) Certification · October 2025 ICML 2026 Poster · Journal-to-Conference Track Paper · Official TMLR certification record · Project, data & code

• A New Formulation of Lipschitz Constrained With Functional Gradient Learning for GANs. Chang Wan, Ke Fan, Xinwei Sun, Yanwei Fu, Minglu Li, Yunliang Jiang, Zhonglong Zheng. Machine Learning. 2024

• Towards Global Optimal Visual In-Context Learning Prompt Selection, Chengming Xu, Chen Liu, Yikai Wang, Yanwei Fu. NeurIPS 2024

• MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing. Chenjie Cao, Chaohui Yu, Fan Wang, Xiangyang Xue, Yanwei Fu. NeurIPS 2024.

• Unified Lexical Representation for Interpretable Visual-Language Alignment. Yifan Li, Tong He, Yikai Wang, Dongyu Ru, Yanwei Fu, Zheng Zhang. NeurIPS 2024.

• Dynamic Routing and Knowledge Re-Learning for Data-free Black-box Attack. Xuelin Qian, Wenxuan Wang, Yu-Gang Jiang, Xiangyang Xue, Yanwei Fu. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2024

• TC-GEN: Data-Driven Tropical Cyclone Downscaling Using Machine Learning-Based High-Resolution Weather Model. Renzhi Jing, Jianxiong Gao, Yunuo Cai, Dazhi Xi, Yinda Zhang, Yanwei Fu, Kerry Emanuel, Noah S. Diffenbaugh, Eran Bendavid. Journal of Advances in Modeling Earth Systems (JAMES), 2024. Wiley Top Viewed Article · 2025 Paper · View certificate. Recognized among JAMES articles published in 2024, with views counted 12 months after publication. Coauthored with Kerry Emanuel (MIT; Member of the U.S. National Academy of Sciences and the American Academy of Arts and Sciences), Noah S. Diffenbaugh (Stanford), and Eran Bendavid (Stanford).

• TaMMa: Target-driven Multi-subscene Mobile Manipulation. Jiawei Hou, Tianyu Wang, Tongying Pan, Shouyan Wang, Xiangyang Xue, Yanwei Fu. CoRL 2024

• LEA: Learning Latent Embedding Alignment Model for fMRI Decoding and Encoding. Xuelin Qian, Yikai Wang, Xinwei Sun, Yanwei Fu, Xiangyang Xue, Jianfeng Feng. TMLR 2024. Paper · Code

• MinD-3D: Reconstruct High-quality 3D objects in Human Brain. Jianxiong Gao, Yuqian Fu, Yun Wang, Xuelin Qian, Jianfeng Feng, Yanwei Fu. ECCV 2024

• NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation. Jingyang Huo, Yikai Wang, Yanwei Fu, Xuelin Qian, Chong Li, Yun Wang, Jianfeng Feng. ECCV 2024

• Enhancing Cross-Subject fMRI-to-Video Decoding with Global-Local Functional Alignment. Chong Li, Xuelin Qian, Yun Wang, Jingyang Huo, Xiangyang Xue, Jianfeng Feng, Yanwei Fu. ECCV 2024

• Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector. Yuqian Fu, Yu Wang, Yixuan Pan, Xingyu Qiu, Lian Huai, Zeyu Shangguang, Tong Liu, Yanwei Fu, Luc Van Gool, Xingqun Jiang. ECCV 2024

• Improving Neural Surface Reconstruction with Feature Priors from Multi-View Images. XinLin Ren, Chengjie Cao, Yanwei Fu, Xiangyang Xue. ECCV 2024

• Polaris: Open-ended Interactive Robotic Manipulation via Syn2Real Visual Grounding and Large Language Models. Tianyu Wang, Haitao Lin, Junqiu Yu, Yanwei Fu. IROS 2024

• LAC-Net: Linear-Fusion Attention-Guided Convolutional Network for Accurate Robotic Grasping Under the Occlusion. Jinyu Zhang, Yongchong Gu, Jianxiong Gao, Haitao Lin, Qiang Sun, Xinwei Sun, Xiangyang Xue, Yanwei Fu. IROS 2024

• Brain-machine interactive neuromodulation research tool with edge AI computing. Qizao Wang, Yan Li, Yingnan Nie, Zhaoyu Quan, Han Zhang, Rui Song, Hao Feng, Xi Cheng, Wei Liu, Xinyi Geng, Xinwei Sun, Yanwei Fu, Shouyan Wang. Heliyon

• Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification. Qizao Wang, Xuelin Qian, Bin Li, Ying Fu, Yanwei Fu, Xiangyang Xue. IEEE Transactions on Information Forensics and Security. 2024

• MemFlow: Optical Flow Estimation and Prediction with Memory. Qiaole Dong, Yanwei Fu, CVPR 2024

• LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion Model. Chenjie Cao, Yunuo Cai, Qiaole Dong, Yikai Wang, Yanwei Fu. CVPR 2024

• Adaptive Slot Attention: Object Discovery with Dynamic Slot Number. Ke Fan, Zechen Bai, Tianjun Xiao, Tong He, Max Horn, Yanwei Fu, Francesco Locatello, Zheng Zhang CVPR 2024

• Test-Time Linear Out-of-Distribution Detection. Ke Fan, Tong Liu, Xingyu Qiu, Yikai Wang, Lian Huai, Zeyu Shangguan, Shuang Gou, Fengjian Liu, Yuqian Fu, Yanwei Fu, Xingqun Jiang. CVPR 2024

• Doubly Robust Proximal Causal Learning for Continuous Treatments. Yong Wu, Yanwei Fu, Shouyan Wang, Xinwei Sun. ICLR 2024

• MVSFormer++: Revealing the Devil in the Transformer’s Details for Multi-View Stereo. Xinlin Ren, Chenjie Cao, Yanwei Fu. ICLR 2024

• T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image. Shijie Zhang, Boyan Jiang, Keke He, Junwei Zhu, Ying Tai, Chengjie Wang, Yinda Zhang, Yanwei Fu. ICASSP 2024

• HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid Explorations. Yilian Dong, Chunlin Yu, Ruiyang Ha, Ye Shi, Yuexin Ma, Lan Xu, Yanwei Fu, Jingya Wang. AAAI 2024

• Knockoffs-SPR: Clean Sample Selection in Learning with Noisy Labels. Yikai Wang, Yanwei Fu, and Xinwei Sun. IEEE TPAMI 2024

• H4MER: Human 4D Modeling by Learning Neural Compositional Representation with Transformer. Boyan Jiang, Yinda Zhang, Jingyang Huo, Xiangyang Xue, Yanwei Fu. IEEE TPAMI 2024

2023

• Worst-case Feature Risk Minimization for Data-Efficient Learning. Jingshi Le, Da Li, Chengming Xu, Liming Fang, Timothy Hospedales, Yanwei Fu. TMLR 2023

• Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison, Tianying Liu, Lu Zhang, Yang Wang, Jihong Guan, Yanwei Fu, Jiajia Zhao, Shuigeng Zhou. ACM Transactions on Intelligent Systems and Technology, 2023

• DeepSFM: Robust Deep Iterative Refinement for Structure From Motion. Xingkui Wei, Yinda Zhang, Xinlin Ren, Zhuwen Li, Xiangyang xue, Yanwei Fu. IEEE TPAMI (accept)

• Local Consensus Enhanced Siamese Network with Reciprocal Loss for Two-view Correspondence Learning, Linbo Wang, Chenjie Cao and et al. ACM Multimedia 2023

• Object-centric Multiple Object Tracking, Zixu Zhao et al. ICCV 2023

• Unsupervised Open-Vocabulary Object Localization in Videos, Fan Ke, et al. ICCV 2023

• PourIt!: Weakly-supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring, Haitao Lin, Yanwei Fu, Xiangyang Xue. ICCV 2023

• Improving Transformer-based Image Matching by Cascaded Capturing Spatially Informative Keypoints, Chenjie Cao, Yanwei Fu, ICCV 2023

• Learning Versatile 3D Shape Generation with Improved AR Models, Simian Luo, Xuelin Qian, et al. ICCV 2023

• Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation, Ke Fan, Jingshi Lei, et a. ICCV 2023

• Coarse-to-Fine Amodal Segmentation with Shape Prior, Jianxiong Gao, Xuelin Qian, et al. ICCV 2023

• Language Guided Robotic Grasping with Fine-grained Instructions, Qiang Sun, Haitao Lin, Ying Fu, Yanwei Fu, Xiangyang Xue. IROS 2023

• ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors. Chenjie Cao, Qiaole Dong, Yanwei Fu. IEEE TPAMI, 45(10):12667–12684, 2023.

• Grad-PU: Arbitrary-Scale Point Cloud Upsampling via Gradient Descent with Learned Distance Functions. Yun He, Danhang Tang, Yinda Zhang, Xiangyang Xue, Yanwei Fu. CVPR 2023

• Rethinking Optical Flow from Geometric Matching Consistent Perspective. Qiaole Dong, Chenjie Cao, Yanwei Fu. CVPR 2023

• Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction. Xiang Li, Litian Liang, Xuelin Qian, Lingjie Kong, Qiaole Dong, Chen Jiejun, Dingxia Liu, Xiuzhong Yao, Yanwei Fu. CVPR 2023

• Meta Style Adversarial Training for Cross-Domain Few-Shot Learning. Yuqian Fu, YU XIE, Yanwei Fu, Yu-Gang Jiang. CVPR 2023

• GeoVLN: Learning Geometry-Enhanced Visual Representation with Slot Attention for Vision-and-Language Navigation. Jingyang Huo, Boyan Jiang, Qiang Sun, Haitao Lin, Yanwei Fu. CVPR 2023

• I Know What You Want: A “Smart Bartender” System by Interactive Gaze Following. Zhida Ge, Xiang Li, Yanwei Fu, Xiangyang Xue. 2023 IEEE International Conference on Robotics and Automation (ICRA) video paper.

• MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth. Chenjie Cao, Xinlin Ren, Yanwei Fu. Transaction on Machine Learning Research (TMLR) 2023 Project

• RankDNN: Learning to Rank for Few-shot Learning. Qianyu Guo, Haotong Gong, Xujun Wei, Yanwei Fu, Yizhou Yu, Wenqiang Zhang, Weifeng Ge. AAAI 2023

• PatchMix Augmentataion to Identify Causal Features in Few-shot Learning. Chengming Xu, Chen Liu, Xinwei Sun, Siqian Yang, Yabiao Wang, Chengjie Wang, and Yanwei Fu, IEEE TPAMI accepted.

• Generalized Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target data. Yuqian Fu, Yanwei Fu, Jingjing Chen, and Yu-Gang Jiang. IEEE TIP, accepted.

• ImpDet: Exploring Implicit Fields for 3D Object Detection. Xuelin Qian, Li Wang, Yi Zhu, Li Zhang, Yanwei Fu, Xiangyang Xue. WACV 2023

• Specialized Re-Ranking: A Novel Retrieval-Verification Framework for Cloth Changing Person Re-Identification Renjie Zhang; Yu Fang; Huaxin Song; Fangbin Wan; Yanwei Fu; Hirokazu Kato; Yang Wu. Pattern Recognition (Full Length Article), 2023.

• 基于少量图像的三维重建综述. 于航, 付彦伟, 姜柏言, 薛向阳. 智能科学与技术学报 2023

2022

• Self-supervised Amodal Video Object Segmentation. Jian Yao, Yuxin Hong, Chiyu Wang, Tianjun Xiao, Tong He, Yanwei Fu, Francesco Locatello, David Wipf, Zheng Zhang. NIPS 2022

• QS-Craft: Learning to Quantize, Scrabble and Craft for Conditional Human Motion Animation. Yuxin Hong, Xuelin Qian, Simian Luo, Yanwei Fu, Guodong Guo, Xiangyang Xue. ACCV 2022

• Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-Identification. Qizao Wang, Xuelin Qian, Yanwei Fu, xiangyang Xue, ACCV 2022. Oral

• FFD Augmentor: Towards Few-Shot Oracle Character Recognition from Scratch Xinyi Zhao, Siyuan Liu, Yikai Wang, Yanwei Fu. ACCV 2022 (This paper is the final project of the first and second (undergraduate) authours, in my course – Deep Learning and Neural Network (2022 Spring).

• Exploring Efficient Few-shot Adaptation for Vision Transformers. Chengming Xu, Siqian Yang, Yabiao Wang, Zhanxiong Wang, Yanwei Fu, Xiangyang Xue. Transaction on Machine Learning Research, 2022 (accepted) Project

• Adversarial active testing for risk-based AI assurance. Fan Wu, Qian Wei, Yanwei Fu. ESREL 2022: 32ND EUROPEAN SAFETY AND RELIABILITY CONFERENCE (ESREL) - DUBLIN 2022

• ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning, Yuqian Fu, YU XIE, Yanwei Fu, Jingjing Chen, Yu-Gang Jiang, ACM MM2022

• Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning, Chengming Xu, Chen Liu, Siqian Yang, Yabiao Wang, Shijie Zhang, Lijie Jia, Yanwei Fu, ACM MM 2022

• LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling. Boyan Jiang, Xinlin Ren, Mingsong Dou, Xiangyang Xue, Yanwei Fu, Yinda Zhang. ECCV 2022

• Learning Prior Feature and Attention Enhanced Image Inpainting, Chenjie Cao, Qiaole Dong, Yanwei Fu ECCV 2022

• RCLaneDet: Relay Chain Prediction for Lane Detection. Shenghua Xu, Xinyue Cai, Bin Zhao, Li Zhang, Hang Xu, Yanwei Fu, Xiangyang Xue. ECCV 2022

• Learning the compositional domains for Generalized Zero-shot Learning, Hanze Dong, Yanwei Fu, Sung Ju Hwang, Leonid Sigal, Xiangyang Xue, CVIU 2022

• UAST: Uncertainty-Aware Siamese Tracking, Dawei Zhang, Yanwei Fu, Zhonglong Zheng, ICML 2022

• Pixel2Mesh++: 3D Mesh Generation and Refinement From Multi-View Images, Chao Wen, Yinda Zhang, Chenjie Cao, Zhuwen Li, Xiangyang Xue, Yanwei Fu. IEEE TPAMI accepted (2022)

• Exploring Structural Sparsity of Deep Networks via Inverse Scale Spaces, Yanwei Fu, Chen Liu, Donghao Li, Zuyuan Zhong, Xinwei Sun, Jinshan Zeng, Yuan Yao. IEEE TPAMI accepted (2022)

• Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition, Satoshi Tsutsui, Yanwei Fu, David Crandall. IEEE TPAMI accepted (2022)

• Local Slot Attention for Vision-and-Language Navigation, Yifeng Zhuang, Qiang Sun, Yanwei Fu, Lifeng Chen, Xiangyang Xue. ACM ICMR 2022

• DST: Dynamic Substitute Training for Data-free Black-box Attack. Wenxuan Wang, Xuelin Qian, Yanwei Fu, Xiangyang Xue. CVPR 2022

• Density-preserving Deep Point Cloud Compression. Yun He, Xinlin Ren, Yanwei Fu, Xiangyang Xue, Danhang Tang, Yinda Zhang. CVPR 2022

• ONCE-3DLanes: Building Monocular 3D Lane Detection. Yan Fan, Ming Nie, Xinyue Cai, Jianhua Han, Yanwei Fu, Hang Xu, Zhen Yang, Chaoqiang Ye, Michael Bi Mi, Li Zhang.CVPR 2022

• H4D: Human 4D Modeling by Learning Neural Compositional Representation. Boyan Jiang, Yinda Zhang, Xiangyang Xue, Yanwei Fu. CVPR 2022

• Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels. Yikai Wang, Xinwei Sun, Yanwei Fu. CVPR 2022

• Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding. Qiaole Dong, Chenjie Cao, Yanwei Fu. CVPR 2022 Project

• SAR-Net: Shape Alignment and Recovery Network for Category-level 6D Object Pose and Size Estimation. Haitao Lin, Zichang Liu, Chilam Cheang, Yanwei Fu, Guodong Guo, Xiangyang Xue. CVPR 2022 Project pages

• ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation. Jianan Wang, Guansong Lu, Hang Xu, Zhenguo Li, Chunjing Xu, Yanwei Fu. CVPR 2022. Oral Project

• Ranking Distance Calibration for Cross-Domain Few-Shot Learning. Pan Li, Shaogang Gong, Chengjie Wang, Yanwei Fu. CVPR 2022

• Learning to Memorize Feature Hallucination for One-Shot Image Generation. Yu Xie, Yanwei Fu, Ying Tai, Junwei Zhu, Yun Cao, Chengjie Wang. CVPR 2022

• Clustering by the Probability Distributions from Extreme Value Theory. Sixiao Zheng, Ke Fan, Yanxi Hou, Jianfeng Feng, and Yanwei Fu. IEEE Transactions on Artificial Intelligence, to appear

• High-fidelity Portrait Editing via Exploring Differentiable Guided Sketches from the Latent Space. Chengrong Wang, Chenjie Cao, Yanwei Fu, Xiangyang Xue. ICASSP 2022

• Multi-view Shape Generation for 3D Human-like Body. Hang Yu, Yanwei Fu, Xiangyang Xue. ACM Transactions on Multimedia Computing Communications and Applications (TOMM), to appear

• Learning 6-DoF Object Poses to Grasp Category-level Objects by Language Instructions. Haitao Lin, Chilam Cheang, Yanwei Fu, Xiangyang Xue, ICRA 2022 Project pages

• I Know What You Draw:Learning Grasp Detection Conditioned on a Few Freehand Sketches. Chilam Cheang, Haitao Lin, Yanwei Fu, Xiangyang Xue, ICRA 2022 Project pages

• HandO: a hybrid 3D hand–object reconstruction model for unknown objects. Hang Yu, Yanwei Fu, Xiangyang Xue. Multimedia Systems. to appear

2021

• Adaptive End-to-End Budgeted Network Learning via Inverse Scale Space. Zuyuan Zhong, Chen Liu, Yanwei Fu. BMVC 2021

• The Image Local Autoregressive Transformer. Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, Yanwei Fu, Xiangyang Xue. NeurPIS 2021

• Learning a Sketch Tensor Space for Image Inpainting of Man-made Scenes. Chenjie Cao, Yanwei Fu. ICCV 2021

• Deep Hybrid Self-Prior for Full 3D Mesh Generation. Xingkui Wei, Zhenqing Chen Yanwei Fu, Zhaopeng Cui, Yinda Zhang, Xiangyang Xue. ICCV 2021

• A Simple Feature Augmentation for Domain Generalisation. Pan Li, Da Li, Wei Li Shanggang Gong, Yanwei Fu, Timothy Hospedales, ICCV 2021

• A COVID-19 screening method based on eyes photographs and artificial intelligence. F Li, XY Xue, P Boned Fustel, SS Rong, Q Sun, HC Tang, WX Wang, Y Fu, A Boned-Ombuena, MW Gu, European Journal of Public Health 2021

• Domain-Aware SE Network for Sketch-based Image Retrieval with Multiplicative Euclidean Margin Softmax. Peng Lu, Gao Huang, Wenming Yang, Guodong Guo, Yanwei Fu. ACM MM 2021

• Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data. Yuqian Fu, Yanwei Fu, Yu-Gang Jiang. ACM MM 2021

• How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning. Yikai Wang, Li Zhang, Yuan Yao, Yanwei Fu. IEEE TPAMI accepted.

• Regularising Knowledge Transfer by Meta Functional Learning. Pan Li, Yanwei Fu, Shaogang Gong. IJCAI 2021

• NMS-Loss: Learning with Non-Maximum Suppression for Crowded Pedestrian Detection. Zekun Luo, Zheng Fang, Sixiao Zheng, Yabiao Wang, Yanwei Fu. ACM ICMR 2021

• Can Action be Imitated? Learn to Reconstruct and Transfer Human Dynamics from Videos. YuQian Fu. Yanwei Fu, Yu-Gang Jiang, ACM ICMR 2021

• Neural Symbolic Representation Learning for Image Captioning. Xiaomei Wang, Lin Ma, Yanwei Fu, Xiangyang Xue. ACM ICMR 2021

• Distance Restricted Transformer Encoder for Multi-label Classification. Xiaomei Wang Yaqian Li, Tong Luo, Yandong Guo, Yanwei Fu, Xiangyang Xue. IEEE ICME 2021

• Global-to-Local Dynamic Feature Aggregation for Unsupervised Person Re-identification. Li Wei, Jiayuan Fan, Yanwei Fu. IEEE ICME 2021

• Depth-Guided AdaIn and Shift Attention Network for Vision-and-Language Navigation. Qiang Sun, Yifeng Zhuang, Zhengqing Chen, Yanwei Fu, Xiangyang Xue. IEEE ICME 2021

• Learning Salient Boundary Feature for Anchor-free Temporal Action Localization. Chuming Lin, Chengming Xu, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu. CVPR 2021

• Depth-conditioned Dynamic Message Propagation for Monocular 3D Object Detection. Li Wang, Liang Du, Xiaoqing Ye, Yanwei Fu, Guodong Guo, Xiangyang Xue, Jianfeng Feng, Li Zhang. CVPR 2021

• Delving into Data: Effectively Substitute Training for Black-box Attack. Wenxuan Wang, Bangjie Yin, Li Zhang, Yanwei Fu, Shouhong Ding, Jilin Li, Feiyue Huang, Xiangyang Xue CVPR 2021

• Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers. Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip Torr, Li Zhang. CVPR 2021. WAIC 2023 Youth Outstanding Paper Award · Recipient: Sixiao Zheng

• Learning Compositional Representation for 4D Captures with Neural ODE. Boyan Jiang, Xingkui Wei, Yinda Zhang, Xiangyang Xue, Yanwei Fu. CVPR2021

• Learning Dynamic Alignment via Meta-filter for Few-shot Learning. Chengming Xu, Li Zhang, Jilin Li, Feiyue Huang, Changjie Wang, Yanwei Fu, Xiangyang Xue. CVPR 2021

• Learning a Few-shot Embedding Model with Contrastive Learning. Chen Liu, Yanwei Fu, Chengming Xu, Siqian Yang, Jilin Li, Chengjie Wang, Li Zhang. AAAI 20201, *, co-first authour

• Whose hand is this? Person Identification from Egocentric Hand Gestures. Satoshi Tsutsui, Yanwei Fu, David Crandall. IEEE WACV 2021. Oral

•  Data-efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu. IEEE WACV 2021. Oral

2020

• Incrementally Zero-Shot Detection by an Extreme Value Analyzer. Sixiao Zheng, Yanwei Fu, Yanxi Hou. ICPR 2020 (held in 2021). Oral

• Dynamic Depth Fusion and Transformation for Monocular 3D Object Detection. Erli Ouyang, Li Zhang, Mohan Chen, Anurag Arnab, and Yanwei Fu. ACCV 2020

• Long-Term Cloth-Changing Person Re-identification. Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, and Xiangyang Xue. ACCV 2020. Oral

• Second Order Enhanced Multi-glimpse Attention in Visual Question Answering. Qiang Sun, Binghui Xie, and Yanwei Fu. ACCV 2020

• Self-supervised Learning of Orc-Bert Augmentor for Recognizing Few-Shot Oracle Characters. Wenhui Han, Xinlin Ren, Hangyu Lin, Yanwei Fu, and Xiangyang Xue. ACCV 2020. Oral

• Learning Layer-Skippable Inference Network. Yu-Gang Jiang; Changmao Cheng; Hangyu Lin; Yanwei Fu. IEEE TIP, 2020

• M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening From CT Imaging. Xuelin Qian, Huazhu Fu, Weiya Shi, Tao Chen, Yanwei Fu , Fei Shan, and Xiangyang Xue. IEEE JBHI, 2020

• Pose-Guided Person Image Synthesis in the Non-iconic Views. Chengming Xu, Yanwei Fu, Chao Wen, Ye Pan, Yu-Gang Jiang, and Xiangyang Xue. IEEE TIP 2020

• Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition. Yu-Qian Fu, Li Zhang, Junke Wang, Yanwei Fu, Yu-Gang Jiang ACM MM 2020

• DeepSFM: Structure From Motion Via Deep Bundle Adjustment. Xingkui Wei, Yinda Zhang, Zhuwen Li, Yanwei Fu, Xiangyang Xue, ECCV 2020. Oral

• Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking. Jinlong Peng, Changan Wang, Fangbin Wan, Yang Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li Feiyue Huang, Yanwei Fu, ECCV 2020. Spotlight

• DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths. Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, and Yuan Yao, ICML 2020

• Deep Ranking for Image Zero-Shot Multi-Label Classification. Zhong Ji, Biying Cui, Huihui Li, Yu-Gang Jiang, Tao Xiang, Timothy Hospedales, Yanwei Fu. IEEE Trans. Image Processing (TIP), to appear

• An Embarrassingly Simple Baseline to One-shot Learning. Chen Liu, Chengming Xu, Yikai Wang, Li Zhang, Yanwei Fu. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), workshop on Visual Learning with Limited Labels, Seattle, Washington, USA, June 2020. 

• When Person Re-Identification Meets Changing Clothes. Fangbin Wan, Yang Wu, Xuelin Qian, Yixiong Chen, Yanwei Fu. CVPR 2020 Biometrics Workshop. Highest Impact Award, IEEE Computer Society Biometrics Workshop (awarded in 2024). Code and dataset · Award record

• Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation. Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Hang Yu, Wei Liu, Xiangyang Xue, Yu-Gang Jiang. IEEE TPAMI to appear.

• FMMu-Net: Face Morphological Multi-branch Network for Makeup-invariant Face Verification. Wenxuan Wang, Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Qi Tian, Xiangyang Xue. CVPR 2020.

• Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt. Hangyu Lin, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue. CVPR 2020

• Neural Pose Transfer by Spatially Adaptive Instance Normalization. Jiashun Wang, Chao Wen, Yanwei Fu, Haitao Lin, Tianyun Zhou, Xiangyang Xue, Yinda Zhang. CVPR 2020.

• Instance Credibility Inference for Few-Shot Learning. Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu, CVPR 2020.

• Feature Deformation Meta-Networks in Image Captioning of Novel Objects. Tingjia Cao, Ke Han, Xiaomei Wang, Lin Ma, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue, AAAI 2020

• Main-Secondary Network for Defect Segmentation of Textured Surface Images. Yu Xie, Fangrui Zhu, Yanwei Fu, IEEE Winter Conference on Applications of Computer Vision (WACV 2020)

• Vocabulary-informed Zero-shot and Open-set Learning. Yanwei Fu, Xiaomei Wang, Hanze Dong, Yu-Gang Jiang, Meng Wang, Xiangyang Xue, Leonid Sigal. IEEE TPAMI   [codes]

2019

• Needles in a Haystack: Tracking City-Scale Moving Vehicles from Continuously Moving Satellite. Wei Ao, Yanwei Fu, Xiyue Hou, and Feng Xu, IEEE Transaction on Image Processing (to appear) dataset sample_codes(still missing readme.txt) 

• Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition, Satoshi Tsutsui, Yanwei Fu, David Crandall. NeurPIS 2019. (This work is done during Satoshi visiting my lab in Fudan). [codes&projects]

• Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation, Chao Wen, Yinda Zhang, Zhuwen Li, Yanwei Fu, ICCV 2019. [codes]

• Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks, Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, and Yi Yang. IEEE Transaction on Cybernetics. 2019

• Comp-GAN: Compositional Generative Adversarial Network in Synthesizing and Recognizing Facial Expression. Wenxuan Wang, Qiang Sun, Yanwei Fu, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang and Xiangyang Xue. ACM MM 2019

• Embodied One-Shot Video Recognition: Learning from Actions of a Virtual Embodied Agent. Yuqian Fu, Chengrong Wang, Yanwei Fu, Yu-Xiong Wang, Cong Bai, Xiangyang Xue and Yu-Gang Jiang. ACM MM 2019. Oral [codes,dataset]

• TC-Net for iSBIR: Triplet Classification Network for instance-level Sketch Based Image Retrieval. Hangyu Lin, Peng Lu, Yanwei Fu, Shaogang Gong, Xiangyang Xue and Yu-Gang Jiang. ACM MM 2019. Oral [codes]

• Leader-based Multi-scale Attention Deep Architectures for Person Re-identification. Xuelin Qian, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, IEEE TPAMI to appear

• Learning to score figure skating sport videos. Chengming Xu, Yanwei Fu, Zitian Chen, Bing Zhang, Yu-Gang Jiang, Xiangyang Xue, IEEE TCSVT 2019 [codes]

• A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization. Guoyun Tu, Yanwei Fu, Boyang Li, Jiarui Gao, Yu-Gang Jiang and Xiangyang Xue. IEEE TMM 2019. [codes]

• Learning decomposed subspaces for supervised bidirectional image generation. Peng Lu ; Hangyu Lin ; Yanwei Fu ; Gao Huang Libo Wu. IET Cognitive Computation and Systems. 2019

• Stacked Self-Attention Networks For Visual Question Answering. Qiang Sun, Yanwei Fu. ACM ICMR 2019 (short paper)

• Take Goods from Shelves: A Dataset for Class-Incremental Object Detection (full paper). Yu Hao, Yanwei Fu, Yu-Gang Jiang. ACM ICMR 2019 </b>[codes]

• A Large-scale Attribute Dataset for Zero-shot Learning. Bo Zhao, Yanwei Fu, Rui Liang, Jiahong Wu, Yonggang Wang, Yizhou Wang. CVPR workshop on MULA 2019 [codes]

• Large-scale Datasets for Going Deeper in Image Understanding. He Zheng, Bo Zhao, Yixin Li, Baoming Yan, Rui Liang, Wenjia Wang, Shipei Zhou, Guosen Lin, Yanwei Fu, Yizhou Wang, Yonggang Wang. IEEE ICME 2019. A dataset paper collaborated with Sinovation Ventures, and Peking University

• An End-to-End Architecture for Class-Incremental Object Detection with Knowledge Distillation. Yu Hao, Yanwei Fu, Yu-Gang Jiang, Qi Tian. IEEE ICME 2019. Oral Best Paper Award [codes]

• Multi-level Semantic Feature Augmentation for One-shot Learning. Zitian Chen, Yanwei Fu, Yinda Zhang, Yu-Gang Jiang, Xiangyang Xue, and Leonid Sigal. IEEE Transaction on Image Processing (IEEE TIP 2019)

• PARASITIC GAN FOR SEMI-SUPERVISED BRAIN TUMOR SEGMENTATION. Yi Sun, Chengfeng Zhou, Yanwei Fu, Xiangyang Xue. IEEE ICIP 2019

• WAVELET U-NET AND THE CHROMATIC ADAPTATION TRANSFORM FOR SINGLE IMAGE DEHAZING. Hao-Hsiang Yang, Yanwei Fu. IEEE ICIP 2019 [codes]

• Image Deformation Meta-Networks for One-Shot Learning. Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu, Martial Hebert. CVPR 2019. Oral [codes] Best Paper Finalist

• Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models. Yu-ting Qiang, Yanwei Fu, Yanwei Fu, Xiao Yu, Yanwen Guo, Zhi-Hua Zhou and Leonid Sigal.  Journal of Computer Science and Technology (JCST). 2019

• Image Block Augmentation for One-Shot Learning. Zitian Chen, Yanwei Fu, Kaiyu Chen, Yu-Gang Jiang, AAAI 2019

2018

• Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning. Yunlong Yu, Zhong Ji, Yanwei Fu, Jichang Guo, Yanwei Pang, Zhongfei Zhang, NIPS 2018

• Pose-Normalized Image Generation for Person Re-identification . Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, and Xiangyang Xue. ECCV 2018 [codes]

• Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu, Yu-Gang Jiang. ECCV 2018   Arxiv: 1804.01654 Project page (codes&models):http://bigvid.fudan.edu.cn/pixel2mesh/

• MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning. Bo Zhao, Xinwei Sun, Yanwei Fu, Yizhou Wang, Yuan Yao. ICML 2018. Oral

• Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang. IJCAI 2018. Oral

• Harnessing Synthesized Abstraction Images to Improve Facial Attribute Recognition. Keke He, Yanwei Fu, Wuhao Zhang, Chengjie Wang，Yu-Gang Jiang, Feiyue Huang, Xiangyang Xue. IJCAI 2018
• Dual Skipping Networks   Changmao Cheng, Yanwei Fu, Yu-Gang Jiang, Wei Liu, Wenlian Lu, Jianfeng Feng, Xiangyang Xue. CVPR 2018 https://challenger.ai/competition/zsl2018/ We help Sinovation Ventures to host a zero-shot grant challenge.

2017

• Recent Advances in Zero-shot Recognition. IEEE Signal Processing Magazine (impact factor: 9.654), to appear. Yanwei Fu, Tao Xiang, Leonid Sigal, Yu-Gang Jiang, Xiangyang Xue, Shaogang Gong.

• Multi-scale Deep Learning Architectures for Person Re-identification Xuelin Qian, Yanwei Fu(*), Yu-gang Jiang, Tao Xiang and Xiangyang Xue ICCV 2017. *: corresponding authour

• Vocabulary-informed Extreme Value Learning, Yanwei Fu Hanze Dong, Yu-feng Ma, Zhengjun Zhang and Xiangyang Xue; arxiv:CoRR abs/1705.09887 (2017)

• Semi-Latent GAN: Learning to generate and modify facial images from attributes Weidong Yin, Yanwei Fu (*), Leonid Sigal and Xiangyang Xue arxiv: CoRR abs/1704.02166 (2017) *: corresponding authour

• Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models Yuting Qiang, Yanwei Fu, Xiao Yu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal

• Adaptively Weighted Multi-Task Deep Network for Person Attribute Classification Keke He, Yanwei Fu (*), Zhanxiong Wang, Yu-Gang Jiang, Rui Feng and Xiangyang Xue; ACM Multimedia 2017 *: corresponding authour

• Learning to Generate and Edit Hairstyles Weidong Yin, Yanwei Fu (*), Yiqing Ma, Yu-gang Jiang, Tao Xiang and Xiangyang Xue; ACM Multimedia 2017 *: corresponding authour (The dataset is released in https://challenger.ai/competition/zsl2018/) The  whole hairstyle dataset could be downloaded from: http://www.sdspeople.fudan.edu.cn/fuyanwei/dataset/hairstyle/

• Multi-task Deep Neural Network for Joint Face Recognition and Facial Attribute Prediction Zhanxiong Wang, Keke He, Yanwei Fu (*), Rui Feng, Yu-Gang Jiang, and Xiangyang Xue; accepted by ACM ICMR 2017; *: corresponding authour

• Frame-Transformer Emotion Classification NetworkJiarui Gao, Yanwei Fu (*), Yu-Gang Jiang, Xiangyang Xue; ACM ICMR 2017  [codes&dataset] *: corresponding authour

• Deep Learning for Video Classification and Captioning Zuxuan Wu, Ting Yao, Yanwei Fu and Yu-Gang Jiang ACM Book on Frontiers of Multimedia Research

• Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization Baohan Xu, Yanwei Fu (*), Yu-Gang Jiang, Boyang Li and Leonid Sigal; accepted by IEEE TAC2017  [dataset][Ekman6 feature dataset] [videoStory dataset] *: corresponding authour

2016

• BigVid at MediaEval 2016: Predicting Interestingness in Images and Videos(Media Interestingness challenges) Baohan Xu, Yanwei Fu, Yu-Gang Jiang. MediaEval 2016 Workshop, 2016.

• Video Emotion Recognition with Transferred Deep Feature Encodings Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li and Leonid Sigal; ICMR 2016 (long paper; acceptance rate 18%). Oral [slides]

• MULTI-VIEW METRIC LEARNING FOR MULTI-VIEW VIDEO SUMMARIZATION Yanwei Fu, Arxiv paper.

• Robust Estimation of Subjective Visual Properties from Crowdsourced Pairwise Labels Yanwei Fu; Timothy M. Hospedales; Jiechao Xiong; Tao Xiang; Shaogang Gong ; Yuan Yao; Yizhou Wang; (IEEE TPAMI,March 2016, vol 38(3), Page 563-577, SCI/EI, impact factor 6.077 [codes]

• Harnessing Object and Scene Semantics for Large-Scale Video Understanding ZuXuan Wu, Yanwei Fu, Yu-gang Jiang, Leonid Sigal (CVPR 2016). Spotlight [Press Release] [Science20][Communications of             the ACM] [ Business Standard] [Science Newsline Technology] [Eurekalert][PhyORG]     

• Semi-supervised Vocabulary-informed Learning Yanwei Fu and Leonid Sigal (CVPR 2016). Oral  [Press Release] [Science 2.0] [PhyORG] [ScienceNewsline Technology]  [arxiv version] [Slides]

• Learning to Generate Posters of Scientific Papers Yu-ting Qiang, Yanwei Fu, Yanwen Guo, Zhi-hua Zhou, Leonid Sigal, AAAI 2016. Press/Blog Release   Weibo  Twitter Comments

2015

• Robust Classification by Pre-conditioned LASSO and Transductive Diffusion Component Analysis Yanwei Fu, De-An Huang and Leonid Sigal, Arxiv paper.

• Learning from Synthetic Data Using a Stacked Multichannel Autoencoder Xi Zhang, Yanwei Fu, S. Jiang, Leonid Sigal and G. Agam, IEEE ICMLA, 2015.

• Attribute Learning for Image/Video Understanding (my thesis) Yanwei Fu

2014

• Transductive Multi-view Zero-Shot Learning Yanwei Fu; Timothy M. Hospedales; Tao Xiang; Shaogang Gong. IEEE TPAMI, 2015.

• Transductive Multi-view Embedding for Zero-Shot Recognition and Annotation Yanwei Fu; Timothy M. Hospedales; Tao Xiang; Fu, Z.; Shaogang Gong. (ECCV 2014  SCI/EI)

• Transductive Multi-calss and Multi-label Zero-shot Learning Fu, Y.;Yang, Y.; Timothy M. Hospedales; Tao Xiang; Shaogang Gong (ECCV 2014 workshop on Parts and Attribute) code

• Transductive Multi-label Zero-shot Learning Yanwei Fu; Yongxin Yang; Timothy M. Hospedales; Tao Xiang; Shaogang Gong (BMVC 2014) Oral   Dataset and codes

• Interestingness Prediction by Robust Learning to Rank Yanwei Fu; Timothy M. Hospedales; Tao Xiang; Shaogang Gong; Yuan Yao. (ECCV 2014, SCI/EI)

2013

• Learning Multi-modal Latent Attributes Yanwei Fu; Timothy M. Hospedales; Tao Xiang ; Shaogang Gong (IEEE TPAMI,Feb 2014, vol 36(2), Page 303-316, SCI/EI,impact factor 6.077)  PDF dataset

2012

• Attribute Learning for Understanding Unstructured Social Activity Yanwei Fu ;Timothy M. Hospedales; Tao Xiang; Shaogang Gong. (ECCV 2012, SCI/EI).

2011

• Content-sensitive collection snapping Yanwei Fu, Yanwen Guo. (2011 IEEE International Conference on Multimedia and Expo(ICME)), Page 1-6 PDF

2010

• Multi-view Video Summarization Yanwei Fu, Yanwen Guo; Yanshu Zhu; Feng Liu; Chanming Song; Zhi-hua Zhou. (IEEE TMM Nov 2010, vol 12(7), Page 717-729, SCI/EI) PDF dataset  Academic-Press Report and Review by IEEE MMTC R-letter, Oct 2011 (Page 13)

Other material:

Interesting Visualisation of the work above

Other useful dataset ``