Zheng, Nanning

111 publications

ICLR 2026 Decoupling Primitive with Experts: Dynamic Feature Alignment for Compositional Zero-Shot Learning Xiao Zhang, Haodong Jing, Yongqiang Ma, Nanning Zheng

ICCV 2025 Beyond Brain Decoding: Visual-Semantic Reconstructions to Mental Creation Extension Based on fMRI Haodong Jing, Dongyao Jiang, Yongqiang Ma, Haibo Hua, Bo Huang, Nanning Zheng

CVPR 2025 Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning Dongyao Jiang, Haodong Jing, Yongqiang Ma, Nanning Zheng

CVPR 2025 Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection Through Visual Prototype and Harmonization Kai Mao, Ping Wei, Yiyang Lian, Yangyang Wang, Nanning Zheng

ICCV 2025 DAMap: Distance-Aware MapNet for High Quality HD mAP Construction Jinpeng Dong, Chen Li, Yutong Lin, Jingwen Fu, Sanping Zhou, Nanning Zheng

CVPR 2025 ForestLPR: LiDAR Place Recognition in Forests Attentioning Multiple BEV Density Images Yanqing Shen, Turcan Tuna, Marco Hutter, Cesar Cadena, Nanning Zheng

ICCV 2025 FreqPDE: Rethinking Positional Depth Embedding for Multi-View 3D Object Detection Transformers Haisheng Su, Junjie Zhang, Feixiang Song, Sanping Zhou, Wei Wu, Junchi Yan, Nanning Zheng

ICML 2025 On the Statistical Mechanisms of Distributional Compositional Generalization Jingwen Fu, Nanning Zheng

NeurIPS 2025 Riemannian Consistency Model Chaoran Cheng, Yusong Wang, Yuxin Chen, Xiangxin Zhou, Nanning Zheng, Ge Liu

AAAI 2025 See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI Yulong Liu, Yongqiang Ma, Guibo Zhu, Haodong Jing, Nanning Zheng

AAAI 2025 Unveiling Multi-View Anomaly Detection: Intra-View Decoupling and Inter-View Fusion Kai Mao, Yiyang Lian, Yangyang Wang, Meiqin Liu, Nanning Zheng, Ping Wei

NeurIPS 2025 VideoVLA: Video Generators Can Be Generalizable Robot Manipulators Yichao Shen, Fangyun Wei, Zhiying Du, Yaobo Liang, Yan Lu, Jiaolong Yang, Nanning Zheng, Baining Guo

ECCV 2024 AugDETR: Improving Multi-Scale Learning for Detection Transformer Jinpeng Dong, Yutong Lin, Chen Li, Sanping Zhou, Nanning Zheng

ICML 2024 Breaking Through the Learning Plateaus of In-Context Learning in Transformer Jingwen Fu, Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng

NeurIPS 2024 Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement Tao Yang, Cuiling Lan, Yan Lu, Nanning Zheng

ICLRW 2024 F$^3$low: Frame-to-Frame Coarse-Grained Molecular Dynamics with SE(3) Guided Flow Matching Shaoning Li, Yusong Wang, Mingyu Li, Bin Shao, Nanning Zheng, Zhang Jian, Jian Tang

AAAI 2024 GSO-Net: Grid Surface Optimization via Learning Geometric Constraints Chaoyun Wang, Jingmin Xin, Nanning Zheng, Caigui Jiang

AAAI 2024 IS-DARTS: Stabilizing DARTS Through Precise Measurement on Candidate Importance Hongyi He, Longjun Liu, Haonan Zhang, Nanning Zheng

ICMLW 2024 Improving AlphaFlow for Efficient Protein Ensembles Generation Shaoning Li, Mingyu Li, Yusong Wang, Xinheng He, Zhang Jian, Nanning Zheng, Pheng-Ann Heng

ECCV 2024 MRSP: Learn Multi-Representations of Single Primitive for Compositional Zero-Shot Learning Dongyao Jiang, Hui Chen, Haodong Jing, Yongqiang Ma, Nanning Zheng

NeurIPS 2024 Make Your LLM Fully Utilize the Context Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen

NeurIPS 2024 Molecule Design by Latent Prompt Transformer Deqian Kong, Yuhao Huang, Jianwen Xie, Edouardo Honig, Ming Xu, Shuanghong Xue, Pei Lin, Sanping Zhou, Sheng Zhong, Nanning Zheng, Ying Nian Wu

NeurIPS 2024 Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs Yusong Wang, Chaoran Cheng, Shaoning Li, Yuxuan Ren, Bin Shao, Ge Liu, Pheng-Ann Heng, Nanning Zheng

ECCV 2024 PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation Ning Gao, Sanping Zhou, Le Wang, Nanning Zheng

ICML 2024 Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction He Zhang, Chang Liu, Zun Wang, Xinran Wei, Siyuan Liu, Nanning Zheng, Bin Shao, Tie-Yan Liu

NeurIPS 2024 TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning Hui Chen, Yanbin Liu, Yongqiang Ma, Nanning Zheng, Xin Yu

CVPR 2024 Text Grouping Adapter: Adapting Pre-Trained Text Detector for Layout Analysis Tianci Bi, Xiaoyi Zhang, Zhizheng Zhang, Wenxuan Xie, Cuiling Lan, Yan Lu, Nanning Zheng

ICLR 2024 V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection Yichao Shen, Zigang Geng, Yuhui Yuan, Yutong Lin, Ze Liu, Chunyu Wang, Han Hu, Nanning Zheng, Baining Guo

AAAI 2024 Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection Yuhao Huang, Sanping Zhou, Junjie Zhang, Jinpeng Dong, Nanning Zheng

NeurIPS 2023 Closing the Gap Between the Upper Bound and Lower Bound of Adam's Iteration Complexity Bohan Wang, Jingwen Fu, Huishuai Zhang, Nanning Zheng, Wei Chen

ICLR 2023 DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection Jinrong Yang, Lin Song, Songtao Liu, Weixin Mao, Zeming Li, Xiaoping Li, Hongbin Sun, Jian Sun, Nanning Zheng

ICCV 2023 DETR Does Not Need Multi-Scale or Locality Design Yutong Lin, Yuhui Yuan, Zheng Zhang, Chen Li, Nanning Zheng, Han Hu

NeurIPS 2023 DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng

ICLR 2023 Does Deep Learning Learn to Abstract? a Systematic Probing Framework Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu, Nanning Zheng, Jian-Guang Lou

NeurIPS 2023 Geometric Transformer with Interatomic Positional Encoding Yusong Wang, Shaoning Li, Tong Wang, Bin Shao, Nanning Zheng, Tie-Yan Liu

ICCV 2023 Inverse Compositional Learning for Weakly-Supervised Relation Grounding Huan Li, Ping Wei, Zeyu Ma, Nanning Zheng

NeurIPS 2023 Learning Trajectories Are Generalization Indicators Jingwen Fu, Zhizheng Zhang, Dacheng Yin, Yan Lu, Nanning Zheng

CVPR 2023 MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering Jingjing Jiang, Nanning Zheng

CVPR 2023 StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition Yanqing Shen, Sanping Zhou, Jingwen Fu, Ruotong Wang, Shitao Chen, Nanning Zheng

ECCV 2022 Asymmetric Relation Consistency Reasoning for Video Relation Grounding Huan Li, Ping Wei, Jiapeng Li, Zeyu Ma, Jiahui Shang, Nanning Zheng

MLJ 2022 CMD: Controllable Matrix Decomposition with Global Optimization for Deep Neural Network Compression Haonan Zhang, Longjun Liu, Hengyi Zhou, Hongbin Sun, Nanning Zheng

AAAI 2022 Construct Effective Geometry Aware Feature Pyramid Network for Multi-Scale Object Detection Jinpeng Dong, Yuhao Huang, Songyi Zhang, Shitao Chen, Nanning Zheng

NeurIPS 2022 Could Giant Pre-Trained Image Models Extract Universal Representations? Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao

ICML 2022 Greedy Based Value Representation for Optimal Coordination in Multi-Agent Reinforcement Learning Lipeng Wan, Zeyang Liu, Xingyu Chen, Xuguang Lan, Nanning Zheng

AAAI 2022 LGD: Label-Guided Self-Distillation for Object Detection Peizhen Zhang, Zijian Kang, Tong Yang, Xiangyu Zhang, Nanning Zheng, Jian Sun

AAAI 2022 Learning Disentangled Classification and Localization Representations for Temporal Action Localization Zixin Zhu, Le Wang, Wei Tang, Ziyi Liu, Nanning Zheng, Gang Hua

CVPR 2022 Learning to Refactor Action and Co-Occurrence Features for Temporal Action Localization Kun Xia, Le Wang, Sanping Zhou, Nanning Zheng, Wei Tang

ICML 2022 SE(3) Equivariant Graph Neural Networks with Complete Local Frames Weitao Du, He Zhang, Yuanqi Du, Qi Meng, Wei Chen, Nanning Zheng, Bin Shao, Tie-Yan Liu

AAAI 2022 Social Interpretable Tree for Pedestrian Trajectory Prediction Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Fang Zheng, Nanning Zheng, Gang Hua

ICLR 2022 Towards Building a Group-Based Unsupervised Representation Disentanglement Framework Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng

CVPR 2022 TransVPR: Transformer-Based Place Recognition with Multi-Level Attention Aggregation Ruotong Wang, Yanqing Shen, Weiliang Zuo, Sanping Zhou, Nanning Zheng

NeurIPS 2022 Visual Concepts Tokenization Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng

AAAI 2021 ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua

NeurIPS 2021 Co-Evolution Transformer for Protein Contact Prediction He Zhang, Fusong Ju, Jianwei Zhu, Liang He, Bin Shao, Nanning Zheng, Tie-Yan Liu

NeurIPS 2021 Dynamic Grained Encoder for Vision Transformers Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun, Jian Sun, Nanning Zheng

CVPR 2021 End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang, Lin Song, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng

ICCV 2021 Enriching Local and Global Contexts for Temporal Action Localization Zixin Zhu, Wei Tang, Le Wang, Nanning Zheng, Gang Hua

IJCAI 2021 Hindsight Trust Region Policy Optimization Hanbo Zhang, Site Bai, Xuguang Lan, David Hsu, Nanning Zheng

NeurIPS 2021 Instance-Conditional Knowledge Distillation for Object Detection Zijian Kang, Peizhen Zhang, Xiangyu Zhang, Jian Sun, Nanning Zheng

ICCV 2021 Meta Pairwise Relationship Distillation for Unsupervised Person Re-Identification Haoxuanye Ji, Le Wang, Sanping Zhou, Wei Tang, Nanning Zheng, Gang Hua

ICCV 2021 Practical Relative Order Attack in Deep Ranking Mo Zhou, Le Wang, Zhenxing Niu, Qilin Zhang, Yinghui Xu, Nanning Zheng, Gang Hua

AAAI 2021 Semantic Consistency Networks for 3D Object Detection Wenwen Wei, Ping Wei, Nanning Zheng

ICCV 2021 Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction Fang Zheng, Le Wang, Sanping Zhou, Wei Tang, Zhenxing Niu, Nanning Zheng, Gang Hua

AAAI 2021 Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua

ECCV 2020 A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning Xingyu Chen, Xuguang Lan, Fuchun Sun, Nanning Zheng

ICLR 2020 Beyond Supervised Learning: Recognizing Unseen Attribute-Object Pairs with Vision-Language Fusion and Attractor Networks Hui Chen, Zhixiong Nan, Nanning Zheng

NeurIPS 2020 Compositional Generalization by Learning Analytical Expressions Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang

NeurIPS 2020 Fine-Grained Dynamic Head for Object Detection Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng

NeurIPS 2020 Rethinking Learnable Tree Filter for Generic Feature Transform Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Xiangyu Zhang, Hongbin Sun, Jian Sun, Nanning Zheng

CVPR 2020 Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang, Cuiling Lan, Wenjun Zeng, Junliang Xing, Jianru Xue, Nanning Zheng

CVPRW 2019 Building Explainable AI Evaluation for Autonomous Perception Chi Zhang, Biyao Shang, Ping Wei, Li Li, Yuehu Liu, Nanning Zheng

CVPR 2019 Compressing Unknown Images with Product Quantizer for Efficient Zero-Shot Classification Jin Li, Xuguang Lan, Yang Liu, Le Wang, Nanning Zheng

NeurIPS 2019 Learnable Tree Filter for Structure-Preserving Feature Transform Lin Song, Yanwei Li, Zeming Li, Gang Yu, Hongbin Sun, Jian Sun, Nanning Zheng

AAAI 2019 Recognizing Unseen Attribute-Object Pair with Generative Model Zhixiong Nan, Yang Liu, Nanning Zheng, Song-Chun Zhu

CVPR 2019 SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction Pu Zhang, Wanli Ouyang, Pengfei Zhang, Jianru Xue, Nanning Zheng

AAAI 2019 Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos Zhanning Gao, Le Wang, Qilin Zhang, Zhenxing Niu, Nanning Zheng, Gang Hua

ICCV 2019 Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks Ziyi Liu, Le Wang, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, Gang Hua

ECCV 2018 Adding Attentiveness to the Neurons in Recurrent Neural Networks Pengfei Zhang, Jianru Xue, Cuiling Lan, Wenjun Zeng, Zhanning Gao, Nanning Zheng

AAAI 2018 Cross-View Person Identification by Matching Human Poses Estimated with Confidence on Each Body Joint Guoqiang Liang, Xuguang Lan, Kang Zheng, Song Wang, Nanning Zheng

ECCV 2018 Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification Xing Wei, Yue Zhang, Yihong Gong, Jiawei Zhang, Nanning Zheng

CVPR 2018 Kernelized Subspace Pooling for Deep Local Descriptors Xing Wei, Yue Zhang, Yihong Gong, Nanning Zheng

ECCV 2018 Transductive Semi-Supervised Deep Learning Using Min-Max Features Weiwei Shi, Yihong Gong, Chris Ding, Zhiheng MaXiaoyu Tao, Nanning Zheng

CVPR 2018 Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks Ping Wei, Yang Liu, Tianmin Shu, Nanning Zheng, Song-Chun Zhu

IJCAI 2017 Discriminative Dictionary Learning with Ranking Metric Embedded for Person Re-Identification De Cheng, Xiaojun Chang, Li Liu, Alexander G. Hauptmann, Yihong Gong, Nanning Zheng

CVPR 2017 ER3: A Unified Framework for Event Retrieval, Recognition and Recounting Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic, Le Wang, Jianru Xue, Nanning Zheng

IJCAI 2017 Inferring Human Attention by Learning Latent Intentions Ping Wei, Dan Xie, Nanning Zheng, Song-Chun Zhu

CVPR 2017 Point to Set Similarity Based Deep Feature Learning for Person Re-Identification Sanping Zhou, Jinjun Wang, Jiayun Wang, Yihong Gong, Nanning Zheng

ICCV 2017 View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng

ECCV 2016 Image Quality Assessment Using Similar Scene as Reference Yudong Liang, Jinjun Wang, Xingyu Wan, Yihong Gong, Nanning Zheng

CVPR 2016 Person Re-Identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng

CVPR 2016 Similarity Learning with Spatial Constraints for Person Re-Identification Dapeng Chen, Zejian Yuan, Badong Chen, Nanning Zheng

ICCV 2015 Contour Guided Hierarchical Model for Shape Matching Yuanqi Su, Yuehu Liu, Bonan Cuan, Nanning Zheng

ICCV 2015 Illumination Robust Color Naming via Label Propagation Yuanliu Liu, Zejian Yuan, Badong Chen, Jianru Xue, Nanning Zheng

CVPR 2015 Saturation-Preserving Specular Reflection Separation Yuanliu Liu, Zejian Yuan, Nanning Zheng, Yang Wu

CVPR 2015 Similarity Learning on an Explicit Polynomial Kernel Feature mAP for Person Re-Identification Dapeng Chen, Zejian Yuan, Gang Hua, Nanning Zheng, Jingdong Wang

ECCV 2014 Description-Discrimination Collaborative Tracking Dapeng Chen, Zejian Yuan, Gang Hua, Yang Wu, Nanning Zheng

ECCV 2014 Video Object Discovery and Co-Segmentation with Extremely Weak Supervision Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, Nanning Zheng

ICCV 2013 Concurrent Action Detection with Structural Prediction Ping Wei, Nanning Zheng, Yibiao Zhao, Song-Chun Zhu

ICCV 2013 Constructing Adaptive Complex Cells for Robust Visual Tracking Dapeng Chen, Zejian Yuan, Yang Wu, Geng Zhang, Nanning Zheng

ICCV 2013 Modeling 4D Human-Object Interactions for Event and Object Recognition Ping Wei, Yibiao Zhao, Nanning Zheng, Song-Chun Zhu

CVPR 2013 Salient Object Detection: A Discriminative Regional Feature Integration Approach Huaizu Jiang, Jingdong Wang, Zejian Yuan, Yang Wu, Nanning Zheng, Shipeng Li

ICCV 2011 Automatic Salient Object Extraction with Contextual Cue Le Wang, Jianru Xue, Nanning Zheng, Gang Hua

ICCV 2009 A Biased Sampling Strategy for Object Categorization Lei Yang, Nanning Zheng, Jie Yang, Mei Chen, Hong Chen

IJCAI 2009 Boosting Constrained Mutual Subspace Method for Robust Image-Set Based Object Recognition Xi Li, Kazuhiro Fukui, Nanning Zheng

ICCVW 2009 Discriminative Structured Outputs Prediction Model and Its Efficient Online Learning Algorithm Yang Wu, Zejian Yuan, Yuanliu Liu, Nanning Zheng

CVPR 2008 A Deformable Local Image Descriptor Hong Cheng, Zicheng Liu, Nanning Zheng, Jie Yang

ECCV 2008 Saliency Based Opportunistic Search for Object Part Extraction and Labeling Yang Wu, Qihui Zhu, Jianbo Shi, Nanning Zheng

CVPR 2007 Learning to Detect a Salient Object Tie Liu, Jian Sun, Nanning Zheng, Xiaoou Tang, Heung-Yeung Shum

CVPR 2003 Image Hallucination with Primal Sketch Priors Jian Sun, Nanning Zheng, Hai Tao, Heung-Yeung Shum

ECCV 2002 Stereo Matching Using Belief Propagation Jian Sun, Heung-Yeung Shum, Nanning Zheng

ICCV 2001 Example-Based Facial Sketch Generation with Non-Parametric Sampling Hong Chen, Ying-Qing Xu, Heung-Yeung Shum, Song Chun Zhu, Nanning Zheng