Yang, Jie

102 publications

AAAI 2025 CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs Siyu Wang, Cailian Chen, Xinyi Le, Qimin Xu, Lei Xu, Yanzhou Zhang, Jie Yang

AAAI 2025 Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-View Clustering Bingbing Jiang, Chenglong Zhang, Xinyan Liang, Peng Zhou, Jie Yang, Xingyu Wu, Junyi Guan, Weiping Ding, Weiguo Sheng

AAAI 2025 Enhanced Denesity Peak Clustering for High-Dimensional Data Zhongli Wang, Jie Yang, Junyi Guan, Chenglong Zhang, Xinyan Liang, Bingbing Jiang, Weiguo Sheng

ICCV 2025 FB-Diff: Fourier Basis-Guided Diffusion for Temporal Interpolation of 4D Medical Imaging Xin You, Runze Yang, Chuyan Zhang, Zhongliang Jiang, Jie Yang, Nassir Navab

ICCV 2025 Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text Bingchao Wang, Zhiwei Ning, Jianyu Ding, Xuanang Gao, Yin Li, Dongsheng Jiang, Jie Yang, Wei Liu

NeurIPS 2025 Flick: Empowering Federated Learning with Commonsense Knowledge Ran Zhu, Mingkun Yang, Shiqiang Wang, Jie Yang, Qing Wang

ICLR 2025 From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks Jie Yang, Yuwen Wang, Kaixuan Chen, Tongya Zheng, Yihe Zhou, Zhenbang Xiao, Ji Cao, Mingli Song, Shunyu Liu

AAAI 2025 GIM: A Million-Scale Benchmark for Generative Image Manipulation Detection and Localization Yirui Chen, Xudong Huang, Quan Zhang, Wei Li, Mingjian Zhu, Qiangyu Yan, Simiao Li, Hanting Chen, Hailin Hu, Jie Yang, Wei Liu, Jie Hu

NeurIPS 2025 Glocal Information Bottleneck for Time Series Imputation Jie Yang, Kexin Zhang, Guibin Zhang, Philip S. Yu, Kaize Ding

AAAI 2025 Holistic Semantic Representation for Navigational Trajectory Generation Ji Cao, Tongya Zheng, Qinghong Guo, Yu Wang, Junshu Dai, Shunyu Liu, Jie Yang, Jie Song, Mingli Song

CVPR 2025 InteractAnything: Zero-Shot Human Object Interaction Synthesis via LLM Feedback and Object Affordance Parsing Jinlu Zhang, Yixin Chen, Zan Wang, Jie Yang, Yizhou Wang, Siyuan Huang

IJCAI 2025 Multi-View Clustering via Multi-Granularity Ensemble Jie Yang, Wei Chen, Feng Liu, Peng Zhou, Zhongli Wang, Xinyan Liang, Bingbing Jiang

AAAI 2025 Revisiting Interpolation for Noisy Label Correction Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Ruiyi Su, Jian Zhang, Shubo Liu, Steve Drew

ICLR 2025 Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings Di Wu, Siyuan Li, Chen Feng, Lu Cao, Yue Zhang, Jie Yang, Mohamad Sawan

NeurIPS 2025 VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning Li Kang, Xiufeng Song, Heng Zhou, Yiran Qin, Jie Yang, Xiaohong Liu, Philip Torr, Lei Bai, Zhenfei Yin

ECCV 2024 DMiT: Deformable Mipmapped Tri-Plane Representation for Dynamic Scenes Jing-Wen Yang, Jia-Mu Sun, Yong-Liang Yang, Jie Yang, Ying Shan, Yan-Pei Cao, Lin Gao

IJCAI 2024 Efficient Multi-View Unsupervised Feature Selection with Adaptive Structure Learning and Inference Chenglong Zhang, Yang Fang, Xinyan Liang, Han Zhang, Peng Zhou, Xingyu Wu, Jie Yang, Bingbing Jiang, Weiguo Sheng

ICLR 2024 Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses Chuanqing Wang, Di Wu, Chaoming Fang, Jie Yang, Mohamad Sawan

ECCV 2024 F-HOI: Toward Fine-Grained Semantic-Aligned 3D Human-Object Interactions Jie Yang, Xuesong Niu, Nan Jiang, Ruimao Zhang, Siyuan Huang

AAAI 2024 Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks Erhu He, Yiqun Xie, Alexander Y. Sun, Jacob Zwart, Jie Yang, Zhenong Jin, Yang Wang, Hassan A. Karimi, Xiaowei Jia

ICLR 2024 FedTrans: Client-Transparent Utility Estimation for Robust Federated Learning Mingkun Yang, Ran Zhu, Qing Wang, Jie Yang

ECCV 2024 Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Shilong Liu, Zhaoyang Zeng, Tianhe Ren, Feng Li, Hao Zhang, Jie Yang, Qing Jiang, Chunyuan Li, Jianwei Yang, Hang Su, Jun Zhu, Lei Zhang

IJCAI 2024 Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds Jiageng Wu, Xian Wu, Jie Yang

NeurIPS 2024 Kernel PCA for Out-of-Distribution Detection Kun Fang, Qinghua Tao, Kexin Lv, Mingzhen He, Xiaolin Huang, Jie Yang

NeurIPS 2024 KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension Jie Yang, Wang Zeng, Sheng Jin, Lumin Xu, Wentao Liu, Chen Qian, Ruimao Zhang

ICLR 2024 MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data Jiaxin Yin, Yuanyuan Qiao, Zitang Zhou, Xiangchao Wang, Jie Yang

UAI 2024 Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation Xun Yao, Zijian Huang, Xinrong Hu, Jie Yang, Yi Guo

NeurIPS 2024 MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey Xian Wu, Yutian Zhao, Yunyan Zhang, Jiageng Wu, Zhihong Zhu, Yingying Zhang, Yi Ouyang, Ziheng Zhang, Huimin Wang, Zhenxi Lin, Jie Yang, Shuang Zhao, Yefeng Zheng

NeurIPS 2024 OPUS: Occupancy Prediction Using a Sparse Set Jiabao Wang, Zhaojiang Liu, Qiang Meng, Liujiang Yan, Ke Wang, Jie Yang, Wei Liu, Qibin Hou, Ming-Ming Cheng

CVPR 2024 Open-World Human-Object Interaction Detection via Multi-Modal Prompts Jie Yang, Bingliang Li, Ailing Zeng, Lei Zhang, Ruimao Zhang

JAIR 2024 Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-Assisted Decision Making? Gaole He, Agathe Balayn, Stefan Buijsman, Jie Yang, Ujwal Gadiraju

NeurIPSW 2024 Positive Experience Reflection for Agents in Interactive Text Environments Philip Lippmann, Matthijs T. J. Spaan, Jie Yang

AAAI 2024 Pre-Trained Online Contrastive Learning for Insurance Fraud Detection Rui Zhang, Dawei Cheng, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng, Changjun Jiang

NeurIPS 2024 Rethinking Fourier Transform from a Basis Functions Perspective for Long-Term Time Series Forecasting Runze Yang, Longbing Cao, Jianxun Li, Jie Yang

AAAI 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger Yuting Gao, Jinfeng Liu, Zihan Xu, Tong Wu, Enwei Zhang, Ke Li, Jie Yang, Wei Liu, Xing Sun

AAAI 2024 Tackling Vision Language Tasks Through Learning Inner Monologues Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

ECCV 2024 VSViG: Real-Time Video-Based Seizure Detection via Skeleton-Based Spatiotemporal ViG Yankun Xu, Junzhe Wang, Yun-Hsuan Chen, Jie Yang, Wenjie Ming, Shuang Wang, Mohamad Sawan

ECCV 2024 X-Pose: Detecting Any Keypoints Jie Yang, Ailing Zeng, Ruimao Zhang, Lei Zhang

ICLR 2023 Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation Jie Yang, Ailing Zeng, Shilong Liu, Feng Li, Ruimao Zhang, Lei Zhang

AAAI 2023 FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning Yulei Qin, Xingyu Chen, Chao Chen, Yunhang Shen, Bo Ren, Yun Gu, Jie Yang, Chunhua Shen

IJCAI 2023 GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Rob Voigt, Jie Yang

NeurIPSW 2023 Insight Miner: A Time Series Analysis Dataset for Cross-Domain Alignment with Natural Language Yunkai Zhang, Yawen Zhang, Ming Zheng, Kezhen Chen, Chongyang Gao, Ruian Ge, Siyuan Teng, Amine Jelloul, Jinmeng Rao, Xiaoyuan Guo, Chiang-Wei Fang, Zeyu Zheng, Jie Yang

NeurIPSW 2023 LOWA: Localize Objects in the Wild with Attributes Xiaoyuan Guo, Kezhen Chen, Jinmeng Rao, Yawen Zhang, Baochen Sun, Jie Yang

NeurIPSW 2023 Learning Inner Monologue and Its Utilization in Vision-Language Challenges Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

CVPR 2023 NeUDF: Leaning Neural Unsigned Distance Fields with Volume Rendering Yu-Tao Liu, Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Lin Gao

ICCV 2023 Neural Interactive Keypoint Detection Jie Yang, Ailing Zeng, Feng Li, Shilong Liu, Ruimao Zhang, Lei Zhang

ICML 2023 NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes Chenbo Jiang, Jie Yang, Shwai He, Yu-Kun Lai, Lin Gao

CVPR 2023 Semantic Human Parsing via Scalable Semantic Transfer over Multiple Label Domains Jie Yang, Chaoqun Wang, Zhen Li, Junle Wang, Ruimao Zhang

WACV 2023 TransVLAD: Multi-Scale Attention-Based Global Descriptors for Visual Geo-Localization Yifan Xu, Pourya Shamsolmoali, Eric Granger, Claire Nicodeme, Laurent Gardes, Jie Yang

AAAI 2023 USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Steve Drew, Jiayu Zhou, Ruizhi Chen

NeurIPS 2022 AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation Yuanfeng Ji, Haotian Bai, Chongjian Ge, Jie Yang, Ye Zhu, Ruimao Zhang, Zhen Li, Lingyan Zhanng, Wanling Ma, Xiang Wan, Ping Luo

NeurIPS 2022 HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Jintao Li, Lin Gao

CVPR 2022 IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Lingtong Kong, Boyuan Jiang, Donghao Luo, Wenqing Chu, Xiaoming Huang, Ying Tai, Chengjie Wang, Jie Yang

ECCV 2022 Laplacian Mesh Transformer: Dual Attention and Topology Aware Network for 3D Mesh Classification and Segmentation Xiao-Juan Li, Jie Yang, Fang-Lue Zhang

NeurIPS 2022 METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets Peilin Zhou, Zeqiang Wang, Dading Chong, Zhijiang Guo, Yining Hua, Zichang Su, Zhiyang Teng, Jiageng Wu, Jie Yang

CVPR 2022 Modeling Image Composition for Complex Scene Generation Zuopeng Yang, Daqing Liu, Chaoyue Wang, Jie Yang, Dacheng Tao

AAAI 2022 Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract) Jie Yang, Chin-Teng Lin

CVPRW 2022 NTIRE 2022 Image Inpainting Challenge: Report Andrés Romero, Angela Castillo, Jose Abril-Nova, Radu Timofte, Ritwik Das, Sanchit Hira, Zhihong Pan, Min Zhang, Baopu Li, Dongliang He, Tianwei Lin, Fu Li, Chengyue Wu, Xianming Liu, Xinying Wang, Yi Yu, Jie Yang, Rengang Li, Yaqian Zhao, Zhenhua Guo, Baoyu Fan, Xiaochuan Li, Runze Zhang, Zeyu Lu, Junqin Huang, Gang Wu, Junjun Jiang, Jiayin Cai, Changlin Li, Xin Tao, Yu-Wing Tai, Xiaoqiang Zhou, Huaibo Huang

MLJ 2021 Analysis of Regularized Least-Squares in Reproducing Kernel Kreĭn Spaces Fanghui Liu, Lei Shi, Xiaolin Huang, Jie Yang, Johan A. K. Suykens

JMLR 2021 Generalization Properties of Hyper-RKHS and Its Applications Fanghui Liu, Lei Shi, Xiaolin Huang, Jie Yang, Johan A.K. Suykens

AAAI 2021 MARTA: Leveraging Human Rationales for Explainable Text Classification Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, Philippe Cudré-Mauroux

NeurIPS 2021 OctField: Hierarchical Implicit Functions for 3D Modeling Jia-Heng Tang, Weikai Chen, Jie Yang, Bo Wang, Songrun Liu, Bo Yang, Lin Gao

ICCV 2021 Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning Ming-Xian Lin, Jie Yang, He Wang, Yu-Kun Lai, Rongfei Jia, Binqiang Zhao, Lin Gao

IJCAI 2021 UniGNN: A Unified Framework for Graph and Hypergraph Neural Networks Jing Huang, Jie Yang

AAAI 2020 A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, Jie Yang, Ian D. Reid

AAAI 2020 A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection Akansha Bhardwaj, Jie Yang, Philippe Cudré-Mauroux

ECCV 2020 Adaptive Mixture Regression Network with Local Counting mAP for Crowd Counting Xiyang Liu, Jie Yang, Wenrui Ding, Tieqiang Wang, Zhijin Wang, Junjun Xiong

JMLR 2020 Learning Data-Adaptive Non-Parametric Kernels Fanghui Liu, Xiaolin Huang, Chen Gong, Jie Yang, Li Li

AAAI 2020 Learning to Incorporate Structure Knowledge for Image Inpainting Jie Yang, Zhiquan Qi, Yong Shi

CVPRW 2020 Mesh Variational Autoencoders with Edge Contraction Pooling Yu-Jie Yuan, Yu-Kun Lai, Jie Yang, Qi Duan, Hongbo Fu, Lin Gao

AAAI 2020 Random Fourier Features via Fast Surrogate Leverage Weighted Sampling Fanghui Liu, Xiaolin Huang, Yudong Chen, Jie Yang, Johan A. K. Suykens

IJCAI 2020 Structured Probabilistic End-to-End Learning from Crowds Zhijun Chen, Huimin Wang, Hailong Sun, Pengpeng Chen, Tao Han, Xudong Liu, Jie Yang

AAAI 2018 Mesh-Based Autoencoders for Localized Deformation Component Analysis Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia

AAAI 2018 Nonlinear Pairwise Layer and Its Training for Kernel Learning Fanghui Liu, Xiaolin Huang, Chen Gong, Jie Yang, Li Li

ECCV 2018 Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection Removal Jie Yang, Dong Gong, Lingqiao Liu, Qinfeng Shi

AAAI 2017 Exploiting Both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon

CVPR 2017 From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian Reid, Chunhua Shen, Anton van den Hengel, Qinfeng Shi

IJCAI 2017 MRLR: Multi-Level Representation Learning for Personalized Ranking in Recommendation Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon, Yu Chen, Chi Xu

ICCV 2017 Semi-Global Weighted Least Squares in Image Filtering Wei Liu, Xiaogang Chen, Chuanhua Shen, Zhi Liu, Jie Yang

CVPRW 2016 Multi-View Multi-Modal Feature Embedding for Endomicroscopy Mosaic Classification Yun Gu, Jie Yang, Guang-Zhong Yang

AAAI 2016 Teaching-to-Learn and Learning-to-Teach for Multi-Label Propagation Chen Gong, Dacheng Tao, Jie Yang, Wei Liu

CVPR 2015 Saliency Propagation from Simple to Difficult Chen Gong, Dacheng Tao, Wei Liu, Stephen J. Maybank, Meng Fang, Keren Fu, Jie Yang

ICCVW 2015 Visual Tracking via Nonnegative Regularization Multiple Locality Coding Fanghui Liu, Tao Zhou, Jie Yang, Irene Y. H. Gu

CVPR 2014 Diversity-Enhanced Condensation Algorithm and Its Application for Robust and Accurate Endoscope Three-Dimensional Motion Tracking Xiongbiao Luo, Ying Wan, Xiangjian He, Jie Yang, Kensaku Mori

AAAI 2014 ReLISH: Reliable Label Inference via Smoothness Hypothesis Chen Gong, Dacheng Tao, Keren Fu, Jie Yang

AAAI 2014 Signed Laplacian Embedding for Supervised Dimension Reduction Chen Gong, Dacheng Tao, Jie Yang, Keren Fu

CVPR 2013 Fast Patch-Based Denoising Using Approximated Patch Geodesic Paths Xiaogang Chen, Sing Bing Kang, Jie Yang, Jingyi Yu

ECCV 2012 A Theoretical Analysis of Camera Response Functions in Image Deblurring Xiaogang Chen, Feng Li, Jie Yang, Jingyi Yu

ECCV 2012 Object Categorization Based on a Supervised Mean Shift Algorithm Ruo Du, Qiang Wu, Xiangjian He, Jie Yang

ECCVW 2012 Object Categorization Based on a Supervised Mean Shift Algorithm Ruo Du, Qiang Wu, Xiangjian He, Jie Yang

CVPR 2011 An Effective Document Image Deblurring Algorithm Xiaogang Chen, Xiangjian He, Jie Yang, Qiang Wu

ECCV 2010 Optimum Subspace Learning and Error Correction for Tensors Yin Li, Junchi Yan, Yue Zhou, Jie Yang

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

ICCV 2009 Sparsity Induced Similarity Measure for Label Propagation Hong Cheng, Zicheng Liu, Jie Yang

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

ECCV 2008 Discriminative Locality Alignment Tianhao Zhang, Dacheng Tao, Jie Yang

CVPR 2006 Robust AAM Fitting by Fusion of Images and Disparity Data Joerg Liebelt, Jing Xiao, Jie Yang

CVPR 2004 A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification Rong Yan, Jian Zhang, Jie Yang, Alexander G. Hauptmann

ECCV 2004 Mean-Shift Blob Tracking with Kernel-Color Distribution Estimate and Adaptive Model Update Criterion Ningsong Peng, Jie Yang

ICCV 2003 Automatically Labeling Video Data Using Multi-Class Active Learning Rong Yan, Jie Yang, Alexander G. Hauptmann

ICCV 2003 Calibration of a Hybrid Camera Network Xilin Chen, Jie Yang, Alex Waibel

CVPR 2001 An Adaptive Algorithm for Text Detection from Natural Scenes Jiang Gao, Jie Yang