Song, Jie

86 publications

AAAI 2025 Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Mingli Song

AISTATS 2025 Approximate Global Convergence of Independent Learning in Multi-Agent Systems Ruiyang Jin, Zaiwei Chen, Yiheng Lin, Jie Song, Adam Wierman

AAAI 2025 Association Pattern-Enhanced Molecular Representation Learning Lingxiang Jia, Yuchen Ying, Tian Qiu, Shaolun Yao, Liang Xue, Jie Lei, Jie Song, Mingli Song, Zunlei Feng

ICCV 2025 Boosting MLLM Reasoning with Text-Debiased Hint-GRPO Qihan Huang, Weilong Dai, Jinlong Liu, Wanggui He, Hao Jiang, Mingli Song, Jingyuan Chen, Chang Yao, Jie Song

IJCAI 2025 CADP: Towards Better Centralized Learning for Decentralized Execution in MARL Yihe Zhou, Shunyu Liu, Yunpeng Qing, Tongya Zheng, Kaixuan Chen, Jie Song, Mingli Song

ICCV 2025 Capturing Head Avatar with Hand Contacts from a Monocular Video Haonan He, Yufeng Zheng, Jie Song

AAAI 2025 Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL Yihe Zhou, Yuxuan Zheng, Yue Hu, Kaixuan Chen, Tongya Zheng, Jie Song, Mingli Song, Shunyu Liu

AAAI 2025 D2-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models Qian Zeng, Jie Song, Han Zheng, Hao Jiang, Mingli Song

ICCV 2025 Dataset Ownership Verification for Pre-Trained Masked Models Yuechen Xie, Jie Song, Yicheng Shan, Xiaoyan Zhang, Yuanyu Wan, Shengxuming Zhang, Jiarui Duan, Mingli Song

ICLR 2025 Dataset Ownership Verification in Contrastive Pre-Trained Models Yuechen Xie, Jie Song, Mengqi Xue, Haofei Zhang, Xingen Wang, Bingde Hu, Genlang Chen, Mingli Song

NeurIPS 2025 Fuz-RL: A Fuzzy-Guided Robust Framework for Safe Reinforcement Learning Under Uncertainty Xu Wan, Chao Yang, Cheng Yang, Jie Song, Mingyang Sun

CVPR 2025 GauSTAR: Gaussian Surface Tracking and Reconstruction Chengwei Zheng, Lixin Xue, Juan Zarate, Jie Song

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

ICML 2025 ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset Yilin Wang, Peixuan Lei, Jie Song, Yuzhe Hao, Tao Chen, Yuxuan Zhang, Lei Jia, Yuanxiang Li, Zhongyu Wei

ICCV 2025 MagicHOI: Leveraging 3D Priors for Accurate Hand-Object Reconstruction from Short Monocular Video Clips Shibo Wang, Haonan He, Maria Parelli, Christoph Gebhardt, Zicong Fan, Jie Song

ICCV 2025 MoGA: 3D Generative Avatar Prior for Monocular Gaussian Avatar Reconstruction Zijian Dong, Longteng Duan, Jie Song, Michael J. Black, Andreas Geiger

CVPRW 2025 NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results Nickolay Safonov, Alexey Bryntsev, Andrey Moskalenko, Dmitry Kulikov, Dmitriy S. Vatolin, Radu Timofte, Haibo Lei, Qifan Gao, Qing Luo, Yaqing Li, Jie Song, Shaozhe Hao, Meisong Zheng, Jingyi Xu, Chengbin Wu, Jiahui Liu, Ying Chen, Xin Deng, Mai Xu, Peipei Liang, Jie Ma, Junjie Jin, Yingxue Pang, Fangzhou Luo, Kai Chen, Shijie Zhao, Mingyang Wu, Renjie Li, Yushen Zuo, Zhengzhong Tu, Shengyun Zhong

CVPRW 2025 NTIRE 2025 Challenge on Video Quality Enhancement for Video Conferencing: Datasets, Methods and Results Varun Jain, Zongwei Wu, Quan Zou, Louis Florentin, Henrik Turbell, Sandeep Siddhartha, Radu Timofte, Qifan Gao, Linyan Jiang, Qing Luo, Jie Song, Yaqing Li, Summer Luo, Mae Chen, Stefan Liu, Danie Song, Huimin Zeng, Qi Chen, Ajeet Kumar Verma, Shweta Tripathi, Vinit Jakhetiya, Badri N. Subhdhi, Sunil Jaiswal

CVPR 2025 ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos Zetong Zhang, Manuel Kaufmann, Lixin Xue, Jie Song, Martin R. Oswald

CVPR 2025 PatchDPO: Patch-Level DPO for Finetuning-Free Personalized Image Generation Qihan Huang, Long Chan, Jinlong Liu, Wanggui He, Hao Jiang, Mingli Song, Jie Song

AAAI 2025 Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation Qihan Huang, Siming Fu, Jinlong Liu, Hao Jiang, Yipeng Yu, Jie Song

CoRL 2025 Robust Dexterous Grasping of General Objects Hui Zhang, Zijian Wu, Linyi Huang, Sammy Christen, Jie Song

ICML 2025 STD-FD: Spatio-Temporal Distribution Fitting Deviation for AIGC Forgery Identification Hengrui Lou, Zunlei Feng, Jinsong Geng, Erteng Liu, Jie Lei, Lechao Cheng, Jie Song, Mingli Song, Yijun Bei

AAAI 2025 SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-Agent Reinforcement Learning Xu Wan, Chao Yang, Cheng Yang, Jie Song, Mingyang Sun

CVPR 2025 Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? Yuechen Xie, Jie Song, Huiqiong Wang, Mingli Song

IJCAI 2025 VQCounter: Designing Visual Prompt Queue for Accurate Open-World Counting Fanfan Ye, Yiqi Fan, Qiaoyong Zhong, Shicai Yang, Di Xie, Jie Song, Mingli Song

CVPR 2024 4D-DRESS: A 4D Dataset of Real-World Human Clothing with Semantic Annotations Wenbo Wang, Hsuan-I Ho, Chen Guo, Boxiang Rong, Artur Grigorev, Jie Song, Juan Jose Zarate, Otmar Hilliges

ECCVW 2024 AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed Content Marcos V. Conde, Zhijun Lei, Wen Li, Christos G. Bampis, Ioannis Katsavounidis, Radu Timofte, Qing Luo, Jie Song, Linyan Jiang, Haibo Lei, Yaqing Li, Ziqi Luo, Rongkang Dong, Cuixin Yang, Zongqi He, Jun Xiao, Zhe Xiao, Yushen Zuo, Zihang Lyu, Kin-Man Lam, Yuxuan Jiang, Jakub Nawala, Chen Feng, Fan Zhang, Xiaoqing Zhu, Joel Sole, David Bull, Jae-Hyeon Lee, Dong-Hyeop Son, Ui-Jin Choi, Mingjun Zheng, Zhongbao Yang, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang

NeurIPS 2024 Association Pattern-Aware Fusion for Biological Entity Relationship Prediction Lingxiang Jia, Yuchen Ying, Zunlei Feng, Zipeng Zhong, Shaolun Yao, Jiacong Hu, Mingjiang Duan, Xingen Wang, Jie Song, Mingli Song

ECCV 2024 AvatarPose: Avatar-Guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-View Videos Feichi Lu, Zijian Dong, Jie Song, Otmar Hilliges

ECCV 2024 GraspXL: Generating Grasping Motions for Diverse Objects at Scale Hui Zhang, Sammy Christen, Zicong Fan, Otmar Hilliges, Jie Song

ECCV 2024 HSR: Holistic 3D Human-Scene Reconstruction from Monocular Videos Lixin Xue, Chen Guo, Chengwei Zheng, Fangjinhua Wang, Tianjian Jiang, Hsuan-I Ho, Manuel Kaufmann, Jie Song, Otmar Hilliges

NeurIPS 2024 LG-CAV: Train Any Concept Activation Vector with Language Guidance Qihan Huang, Jie Song, Mengqi Xue, Haofei Zhang, Bingde Hu, Huiqiong Wang, Hao Jiang, Xingen Wang, Mingli Song

CVPR 2024 MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild Zeren Jiang, Chen Guo, Manuel Kaufmann, Tianjian Jiang, Julien Valentin, Otmar Hilliges, Jie Song

AAAI 2024 On the Concept Trustworthiness in Concept Bottleneck Models Qihan Huang, Jie Song, Jingwen Hu, Haofei Zhang, Yong Wang, Mingli Song

ECCV 2024 On the Evaluation Consistency of Attribution-Based Explanations Jiarui Duan, Haoling Li, Haofei Zhang, Hao Jiang, Mengqi Xue, Li Sun, Mingli Song, Jie Song

IJCAI 2024 ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition Mengqi Xue, Qihan Huang, Haofei Zhang, Jingwen Hu, Jie Song, Mingli Song, Canghong Jin

ECCV 2024 ReLoo: Reconstructing Humans Dressed in Loose Garments from Monocular Video in the Wild Chen Guo, Tianjian Jiang, Manuel Kaufmann, Chengwei Zheng, Julien Valentin, Jie Song, Otmar Hilliges

CVPR 2024 SiTH: Single-View Textured Human Reconstruction with Image-Conditioned Diffusion Hsuan- I Ho, Jie Song, Otmar Hilliges

ICLR 2024 SpikePoint: An Efficient Point-Based Spiking Neural Network for Event Cameras Action Recognition Hongwei Ren, Yue Zhou, Xiaopeng Lin, Yulong Huang, Haotian Fu, Jie Song, Bojun Cheng

CVPR 2024 Training-Free Pretrained Model Merging Zhengqi Xu, Ke Yuan, Huiqiong Wang, Yong Wang, Mingli Song, Jie Song

ECCV 2024 WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation Tianjian Jiang, Johsan Billingham, Sebastian Müksch, Juan J Zarate, Nicolas Evans, Martin R. Oswald, Marc Pollefeys, Otmar Hilliges, Manuel Kaufmann, Jie Song

AAAI 2023 Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song

ICCV 2023 EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild Manuel Kaufmann, Jie Song, Chen Guo, Kaiyue Shen, Tianjian Jiang, Chengcheng Tang, Juan José Zárate, Otmar Hilliges

ICCV 2023 Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks Qihan Huang, Mengqi Xue, Wenqi Huang, Haofei Zhang, Jie Song, Yongcheng Jing, Mingli Song

CVPR 2023 Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation Tianli Zhang, Mengqi Xue, Jiangtao Zhang, Haofei Zhang, Yu Wang, Lechao Cheng, Jie Song, Mingli Song

CVPR 2023 Hi4D: 4D Instance Segmentation of Close Human Interaction Yifei Yin, Chen Guo, Manuel Kaufmann, Juan Jose Zarate, Jie Song, Otmar Hilliges

ICCV 2023 Human from Blur: Human Pose Tracking from Blurry Images Yiming Zhao, Denys Rozumnyi, Jie Song, Otmar Hilliges, Marc Pollefeys, Martin R. Oswald

CVPR 2023 InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds Tianjian Jiang, Xu Chen, Jie Song, Otmar Hilliges

CVPR 2023 Learning Locally Editable Virtual Humans Hsuan-I Ho, Lixin Xue, Jie Song, Otmar Hilliges

NeurIPS 2023 Lookaround Optimizer: $k$ Steps Around, 1 Step Average Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song

ICCV 2023 ModelGiF: Gradient Fields for Model Functional Distance Jie Song, Zhengqi Xu, Sai Wu, Gang Chen, Mingli Song

ICLR 2023 Schema Inference for Interpretable Image Classification Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song, Mingli Song

CVPR 2023 Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-Supervised Scene Decomposition Chen Guo, Tianjian Jiang, Xu Chen, Jie Song, Otmar Hilliges

CVPR 2023 X-Avatar: Expressive Human Avatars Kaiyue Shen, Chen Guo, Manuel Kaufmann, Juan Jose Zarate, Julien Valentin, Jie Song, Otmar Hilliges

ECCV 2022 Attention Diversification for Domain Generalization Rang Meng, Xianfeng Li, Weijie Chen, Shicai Yang, Jie Song, Xinchao Wang, Lei Zhang, Mingli Song, Di Xie, Shiliang Pu

CVPR 2022 Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-Training Haofei Zhang, Jiarui Duan, Mengqi Xue, Jie Song, Li Sun, Mingli Song

CVPR 2022 D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions Sammy Christen, Muhammed Kocabas, Emre Aksan, Jemin Hwangbo, Jie Song, Otmar Hilliges

AAAI 2022 DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He

CVPR 2022 Label Matching Semi-Supervised Object Detection Binbin Chen, Weijie Chen, Shicai Yang, Yunyi Xuan, Jie Song, Di Xie, Shiliang Pu, Mingli Song, Yueting Zhuang

ICML 2022 Learning Domain Adaptive Object Detection with Probabilistic Teacher Meilin Chen, Weijie Chen, Shicai Yang, Jie Song, Xinchao Wang, Lei Zhang, Yunfeng Yan, Donglian Qi, Yueting Zhuang, Di Xie, Shiliang Pu

ECCV 2022 Learning with Recoverable Forgetting Jingwen Ye, Yifang Fu, Jie Song, Xingyi Yang, Songhua Liu, Xin Jin, Mingli Song, Xinchao Wang

CVPR 2022 Meta-Attention for ViT-Backed Continual Learning Mengqi Xue, Haofei Zhang, Jie Song, Mingli Song

AAAI 2022 Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers Zunlei Feng, Jiacong Hu, Sai Wu, Xiaotian Yu, Jie Song, Mingli Song

CVPR 2022 PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence Zijian Dong, Chen Guo, Jie Song, Xu Chen, Andreas Geiger, Otmar Hilliges

AAAI 2022 Safe Distillation Box Jingwen Ye, Yining Mao, Jie Song, Xinchao Wang, Cheng Jin, Mingli Song

CVPR 2022 Slimmable Domain Adaptation Rang Meng, Weijie Chen, Shicai Yang, Jie Song, Luojun Lin, Di Xie, Shiliang Pu, Xinchao Wang, Mingli Song, Yueting Zhuang

AAAI 2022 Up to 100x Faster Data-Free Knowledge Distillation Gongfan Fang, Kanya Mo, Xinchao Wang, Jie Song, Shitao Bei, Haofei Zhang, Mingli Song

CVPR 2022 gDNA: Towards Generative Detailed Neural Avatars Xu Chen, Tianjian Jiang, Jie Song, Jinlong Yang, Michael J. Black, Andreas Geiger, Otmar Hilliges

IJCAI 2021 Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data Zhe Xue, Junping Du, Changwei Zheng, Jie Song, Wenqi Ren, MeiYu Liang

IJCAI 2021 Contrastive Model Invertion for Data-Free Knolwedge Distillation Gongfan Fang, Jie Song, Xinchao Wang, Chengchao Shen, Xingen Wang, Mingli Song

ICCV 2021 EM-POSE: 3D Human Pose Estimation from Sparse Electromagnetic Trackers Manuel Kaufmann, Yi Zhao, Chengcheng Tang, Lingling Tao, Christopher Twigg, Jie Song, Robert Wang, Otmar Hilliges

IJCAI 2021 KDExplainer: A Task-Oriented Attention Model for Explaining Knowledge Distillation Mengqi Xue, Jie Song, Xinchao Wang, Ying Chen, Xingen Wang, Mingli Song

NeurIPS 2021 Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data Gongfan Fang, Yifan Bao, Jie Song, Xinchao Wang, Donglin Xie, Chengchao Shen, Mingli Song

AAAI 2021 Progressive Network Grafting for Few-Shot Knowledge Distillation Chengchao Shen, Xinchao Wang, Youtan Yin, Jie Song, Sihui Luo, Mingli Song

ICCV 2021 Self-Born Wiring for Neural Trees Ying Chen, Feng Mao, Jie Song, Xinchao Wang, Huiqiong Wang, Mingli Song

ICCV 2021 Shape-Aware Multi-Person Pose Estimation from Multi-View Images Zijian Dong, Jie Song, Xu Chen, Chen Guo, Otmar Hilliges

CVPR 2021 Training Generative Adversarial Networks in One Stage Chengchao Shen, Youtan Yin, Xinchao Wang, Xubin Li, Jie Song, Mingli Song

CVPR 2021 Tree-like Decision Distillation Jie Song, Haofei Zhang, Xinchao Wang, Mengqi Xue, Ying Chen, Li Sun, Dacheng Tao, Mingli Song

ECCV 2020 Category Level Object Pose Estimation via Neural Analysis-by-Synthesis Xu Chen, Zijian Dong, Jie Song, Andreas Geiger, Otmar Hilliges

ECCV 2020 Human Body Model Fitting by Learned Gradient Descent Jie Song, Xu Chen, Otmar Hilliges

AAAI 2019 Amalgamating Knowledge Towards Comprehensive Classification Chengchao Shen, Xinchao Wang, Jie Song, Li Sun, Mingli Song

NeurIPS 2019 Deep Model Transferability from Attribution Maps Jie Song, Yixin Chen, Xinchao Wang, Chengchao Shen, Mingli Song

CVPRW 2019 Unpaired Pose Guided Human Image Generation Xu Chen, Jie Song, Otmar Hilliges

ECCV 2018 Selective Zero-Shot Classification with Augmented Attributes Jie Song, Chengchao Shen, Jie Lei, An-Xiang Zeng, Kairi Ou, Dacheng Tao, Mingli Song

CVPR 2017 Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos Jie Song, Limin Wang, Luc Van Gool, Otmar Hilliges