ML Anthology

Li, Xiu

92 publications

ICCV 2025 A Plug-and-Play Physical Motion Restoration Approach for In-the-Wild High-Difficulty Motions Youliang Zhang, Ronghui Li, Yachao Zhang, Liang Pan, Jingbo Wang, Yebin Liu, Xiu Li
NeurIPS 2025 ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning Zeyuan Liu, Zhihe Yang, Jiawei Xu, Rui Yang, Jiafei Lyu, Baoxiang Wang, Yunjian Xu, Xiu Li
CVPR 2025 ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation Yifan Pu, Yiming Zhao, Zhicong Tang, Ruihong Yin, Haoxing Ye, Yuhui Yuan, Dong Chen, Jianmin Bao, Sirui Zhang, Yanbin Wang, Lin Liang, Lijuan Wang, Ji Li, Xiu Li, Zhouhui Lian, Gao Huang, Baining Guo
CVPR 2025 AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward Haonan Han, Xiangzuo Wu, Huan Liao, Zunnan Xu, Zhongyuan Hu, Ronghui Li, Yachao Zhang, Xiu Li
ICCV 2025 Audio-Visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation Fa-Ting Hong, Zunnan Xu, Zixiang Zhou, Jun Zhou, Xiu Li, Qin Lin, Qinglin Lu, Dan Xu
ICLRW 2025 Can 1b LLM Surpass 405b LLM? Rethinking Compute-Optimal Test-Time Scaling Runze Liu, Junqi Gao, Jian Zhao, Kaiyan Zhang, Xiu Li, Biqing Qi, Wanli Ouyang, Bowen Zhou
ICLR 2025 Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint Jiafei Lyu, Mengbei Yan, Zhongjian Qiao, Runze Liu, Xiaoteng Ma, Deheng Ye, Jing-Wen Yang, Zongqing Lu, Xiu Li
TMLR 2025 Decentralized Transformers with Centralized Aggregation Are Sample-Efficient Multi-Agent World Models Yang Zhang, Chenjia Bai, Bin Zhao, Junchi Yan, Xiu Li, Xuelong Li
ICLRW 2025 Decentralized Transformers with Centralized Aggregation Are Sample-Efficient Multi-Agent World Models Yang Zhang, Chenjia Bai, Bin Zhao, Junchi Yan, Xiu Li, Xuelong Li
AAAI 2025 Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation Jiaqi Huang, Zunnan Xu, Ting Liu, Yong Liu, Haonan Han, Kehong Yuan, Xiu Li
CVPR 2025 DoRA: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders Rui Chen, Jianfeng Zhang, Yixun Liang, Guan Luo, Weiyu Li, Jiarui Liu, Xiu Li, Xiaoxiao Long, Jiashi Feng, Ping Tan
CVPR 2025 GIVEPose: Gradual Intra-Class Variation Elimination for RGB-Based Category-Level Object Pose Estimation Ziqin Huang, Gu Wang, Chenyangguang Zhang, Ruida Zhang, Xiu Li, Xiangyang Ji
CVPR 2025 HunyuanPortrait: Implicit Condition Control for Enhanced Portrait Animation Zunnan Xu, Zhentao Yu, Zixiang Zhou, Jun Zhou, Xiaoyu Jin, Fa-ting Hong, Xiaozhong Ji, Junwei Zhu, Chengfei Cai, Shiyu Tang, Qin Lin, Xiu Li, Qinglin Lu
ICLR 2025 InstantSwap: Fast Customized Concept Swapping Across Sharp Shape Differences Chenyang Zhu, Kai Li, Yue Ma, Longxiang Tang, Chengyu Fang, Chubin Chen, Qifeng Chen, Xiu Li
ICCV 2025 InterSyn: Interleaved Learning for Dynamic Motion Synthesis in the Wild Yiyi Ma, Yuanzhi Liang, Xiu Li, Chi Zhang, Xuelong Li
NeurIPS 2025 Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials Yifan Pu, Jixuan Ying, Qixiu Li, Tianzhu Ye, Dongchen Han, Xiaochen Wang, Ziyi Wang, Xinyu Shao, Gao Huang, Xiu Li
ICML 2025 LoRA-Gen: Specializing Large Language Model via Online LoRA Generation Yicheng Xiao, Lin Song, Rui Yang, Cheng Cheng, Yixiao Ge, Xiu Li, Ying Shan
CVPR 2025 MVPortrait: Text-Guided Motion and Emotion Control for Multi-View Vivid Portrait Animation Yukang Lin, Hokit Fung, Jianjin Xu, Zeping Ren, Adela S.M. Lau, Guosheng Yin, Xiu Li
ICCV 2025 MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer Nisha Huang, Henglin Liu, Yizhou Lin, Kaer Huang, Chubin Chen, Jie Guo, Tong-yee Lee, Xiu Li
CVPR 2025 MagicArticulate: Make Your 3D Models Articulation-Ready Chaoyue Song, Jianfeng Zhang, Xiu Li, Fan Yang, Yiwen Chen, Zhongcong Xu, Jun Hao Liew, Xiaoyang Guo, Fayao Liu, Jiashi Feng, Guosheng Lin
NeurIPS 2025 MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO Yicheng Xiao, Lin Song, Yukang Chen, Yingmin Luo, Yuxin Chen, Yukang Gan, Wei Huang, Xiu Li, Xiaojuan Qi, Ying Shan
AAAI 2025 MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu, Kai Li, Yue Ma, Chunming He, Xiu Li
NeurIPS 2025 Puppeteer: Rig and Animate Your 3D Models Chaoyue Song, Xiu Li, Fan Yang, Zhongcong Xu, Jiacheng Wei, Fayao Liu, Jiashi Feng, Guosheng Lin, Jianfeng Zhang
ICCV 2025 REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment Haonan Han, Rui Yang, Huan Liao, Jiankai Xing, Zunnan Xu, Xiaoming Yu, Junwei Zha, Xiu Li, Wanhua Li
ICLR 2025 Reti-Diff: Illumination Degradation Image Restoration with Retinex-Based Latent Diffusion Model Chunming He, Chengyu Fang, Yulun Zhang, Longxiang Tang, Jinfa Huang, Kai Li, Zhenhua Guo, Xiu Li, Sina Farsiu
NeurIPS 2025 Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective Yang Zhang, Xinran Li, Jianing Ye, Shuang Qiu, Delin Qu, Xiu Li, Chongjie Zhang, Chenjia Bai
NeurIPS 2025 SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning Jiaqi Huang, Zunnan Xu, Jun Zhou, Ting Liu, Yicheng Xiao, Mingwen Ou, Bowen Ji, Xiu Li, Kehong Yuan
AAAI 2025 SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning Zhongjian Qiao, Jiafei Lyu, Kechen Jiao, Qi Liu, Xiu Li
CVPR 2025 SkillMimic: Learning Basketball Interaction Skills from Demonstrations Yinhuai Wang, Qihan Zhao, Runyi Yu, Hok Wai Tsui, Ailing Zeng, Jing Lin, Zhengyi Luo, Jiwen Yu, Xiu Li, Qifeng Chen, Jian Zhang, Lei Zhang, Ping Tan
ICML 2025 Taming Rectified Flow for Inversion and Editing Jiangshan Wang, Junfu Pu, Zhongang Qi, Jiayi Guo, Yue Ma, Nisha Huang, Yuxin Chen, Xiu Li, Ying Shan
ICLR 2025 X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention Xiaochen Zhao, Hongyi Xu, Guoxian Song, You Xie, Chenxu Zhang, Xiu Li, Linjie Luo, Jinli Suo, Yebin Liu
IJCAI 2024 BATON: Aligning Text-to-Audio Model Using Human Preference Feedback Huan Liao, Haonan Han, Kai Yang, Tianjiao Du, Rui Yang, Qinmei Xu, Zunnan Xu, Jingquan Liu, Jiasheng Lu, Xiu Li
NeurIPS 2024 Bridging the Divide: Reconsidering SoftMax and Linear Attention Dongchen Han, Yifan Pu, Zhuofan Xia, Yizeng Han, Xuran Pan, Xiu Li, Jiwen Lu, Shiji Song, Gao Huang
CVPR 2024 Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection Yicheng Xiao, Zhuoyan Luo, Yong Liu, Yue Ma, Hengwei Bian, Yatai Ji, Yujiu Yang, Xiu Li
NeurIPS 2024 COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing Jiangshan Wang, Yue Ma, Jiayi Guo, Yicheng Xiao, Gao Huang, Xiu Li
AAAI 2024 Chain of Generation: Multi-Modal Gesture Synthesis via Cascaded Conditional Control Zunnan Xu, Yachao Zhang, Sicheng Yang, Ronghui Li, Xiu Li
ICML 2024 Cross-Domain Policy Adaptation by Capturing Representation Mismatch Jiafei Lyu, Chenjia Bai, Jing-Wen Yang, Zongqing Lu, Xiu Li
AAAI 2024 Cross-Modal Match for Language Conditioned 3D Object Grounding Yachao Zhang, Runze Hu, Ronghui Li, Yanyun Qu, Yuan Xie, Xiu Li
AAAI 2024 Dual Mapping of 2D StyleGAN for 3D-Aware Image Generation and Manipulation (Student Abstract) Zhuo Chen, Haimei Zhao, Chaoyue Wang, Bo Yuan, Xiu Li
ECCV 2024 Efficient Diffusion Transformer with Step-Wise Dynamic Attention Mediators Yifan Pu, Zhuofan Xia, Jiayi Guo, Dongchen Han, Qixiu Li, Duo Li, Yuhui Yuan, Ji Li, Yizeng Han, Shiji Song, Gao Huang, Xiu Li
ICMLW 2024 Enhancing Fine-Grained Multi-Modal Alignment via Adapters: A Parameter-Efficient Training Framework for Referring Image Segmentation Zunnan Xu, Jiaqi Huang, Ting Liu, Yong Liu, Haonan Han, Kehong Yuan, Xiu Li
ICML 2024 Exploration and Anti-Exploration with Distributional Random Network Distillation Kai Yang, Jian Tao, Jiafei Lyu, Xiu Li
ECCV 2024 FAFA: Frequency-Aware Flow-Aided Self-Supervision for Underwater Object Pose Estimation Jingyi Tang, Gu Wang, Zeyu Chen, Shengquan Li, Xiu Li, Xiangyang Ji
AAAI 2024 Follow Your Pose: Pose-Guided Text-to-Video Generation Using Pose-Free Videos Yue Ma, Yingqing He, Xiaodong Cun, Xintao Wang, Siran Chen, Xiu Li, Qifeng Chen
ECCV 2024 GRA: Detecting Oriented Objects Through Group-Wise Rotating and Attention Jiangshan Wang, Yifan Pu, Yizeng Han, Jiayi Guo, Yiru Wang, Xiu Li, Gao Huang
CVPR 2024 Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives Ronghui Li, YuXiang Zhang, Yachao Zhang, Hongwen Zhang, Jie Guo, Yan Zhang, Yebin Liu, Xiu Li
NeurIPS 2024 MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models Zunnan Xu, Yukang Lin, Haonan Han, Sicheng Yang, Ronghui Li, Yachao Zhang, Xiu Li
NeurIPS 2024 MambaTree: Tree Topology Is All You Need in State Space Model Yicheng Xiao, Lin Song, Shaoli Huang, Jiangshan Wang, Siyu Song, Yixiao Ge, Xiu Li, Ying Shan
ECCV 2024 Mind the Interference: Retaining Pre-Trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Longxiang Tang, Zhuotao Tian, Kai Li, Chunming He, Hantao Zhou, Hengshuang Zhao, Xiu Li, Jiaya Jia
NeurIPS 2024 ODRL: A Benchmark for Off-Dynamics Reinforcement Learning Jiafei Lyu, Kang Xu, Jiacheng Xu, Mengbei Yan, Jingwen Yang, Zongzhang Zhang, Chenjia Bai, Zongqing Lu, Xiu Li
ICML 2024 PEARL: Zero-Shot Cross-Task Preference Alignment and Robust Reward Learning for Robotic Manipulation Runze Liu, Yali Du, Fengshuo Bai, Jiafei Lyu, Xiu Li
NeurIPS 2024 Real-World Image Dehazing with Coherence-Based Pseudo Labeling and Cooperative Unfolding Network Chengyu Fang, Chunming He, Fengyang Xiao, Yulun Zhang, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li
ECCV 2024 Realistic Human Motion Generation with Cross-Diffusion Models Zeping Ren, Shaoli Huang, Xiu Li
ICML 2024 SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation Junjie Zhang, Chenjia Bai, Haoran He, Zhigang Wang, Bin Zhao, Xiu Li, Xuelong Li
ICLR 2024 SEABO: A Simple Search-Based Method for Offline Imitation Learning Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Xiu Li, Zongqing Lu
AAAI 2024 STViT: Improving Self-Supervised Multi-Camera Depth Estimation with Spatial-Temporal Context and Adversarial Geometry Regularization (Student Abstract) Zhuo Chen, Haimei Zhao, Bo Yuan, Xiu Li
ICLR 2024 Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects Chunming He, Kai Li, Yachao Zhang, Yulun Zhang, Chenyu You, Zhenhua Guo, Xiu Li, Martin Danelljan, Fisher Yu
JAIR 2024 Understanding What Affects the Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence Jiafei Lyu, Le Wan, Xiu Li, Zongqing Lu
CVPR 2024 Using Human Feedback to Fine-Tune Diffusion Models Without Any Reward Model Kai Yang, Jian Tao, Jiafei Lyu, Chunjiang Ge, Jiaxin Chen, Weihan Shen, Xiaolong Zhu, Xiu Li
AAAI 2023 Adversarial Alignment for Source Free Object Detection Qiaosong Chu, Shuyan Li, Guangyi Chen, Kai Li, Xiu Li
ICCV 2023 BoxSnake: Polygonal Instance Segmentation with Box Supervision Rui Yang, Lin Song, Yixiao Ge, Xiu Li
ICLR 2023 CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang
CVPR 2023 Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction Chunming He, Kai Li, Yachao Zhang, Longxiang Tang, Yulun Zhang, Zhenhua Guo, Xiu Li
ICCVW 2023 Consistency Regularization for Generalizable Source-Free Domain Adaptation Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, Xiu Li
AAAI 2023 Data-Efficient Image Quality Assessment with Attention-Panel Decoder Guanyi Qin, Runze Hu, Yutao Liu, Xiawu Zheng, Haotian Liu, Xiu Li, Yan Zhang
ICCV 2023 Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion Chunming He, Kai Li, Guoxia Xu, Yulun Zhang, Runze Hu, Zhenhua Guo, Xiu Li
CVPR 2023 FLAG3D: A 3D Fitness Activity Dataset with Language Instruction Yansong Tang, Jinpeng Liu, Aoyang Liu, Bin Yang, Wenxun Dai, Yongming Rao, Jiwen Lu, Jie Zhou, Xiu Li
ICCV 2023 FineDance: A Fine-Grained Choreography Dataset for 3D Full Body Dance Generation Ronghui Li, Junfan Zhao, Yachao Zhang, Mingyang Su, Zeping Ren, Han Zhang, Yansong Tang, Xiu Li
NeurIPS 2023 GPT4Tools: Teaching Large Language Model to Use Tools via Self-Instruction Rui Yang, Lin Song, Yanwei Li, Sijie Zhao, Yixiao Ge, Xiu Li, Ying Shan
NeurIPS 2023 MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy Honghua Dong, Jiawei Xu, Yu Yang, Rui Zhao, Shiwen Wu, Chun Yuan, Xiu Li, Chris J Maddison, Lei Han
NeurIPSW 2023 Normalization Enhances Generalization in Visual Reinforcement Learning Lu Li, Jiafei Lyu, Guozheng Ma, Zilin Wang, Zhenjie Yang, Xiu Li, Zhiheng Li
TMLR 2023 Replay-Enhanced Continual Reinforcement Learning Tiantian Zhang, Kevin Zehua Shen, Zichuan Lin, Bo Yuan, Xueqian Wang, Xiu Li, Deheng Ye
NeurIPS 2023 SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation Zhuoyan Luo, Yicheng Xiao, Yong Liu, Shuyan Li, Yitong Wang, Yansong Tang, Xiu Li, Yujiu Yang
NeurIPS 2023 Weakly-Supervised Concealed Object Segmentation with SAM-Based Pseudo Labeling and Multi-Scale Feature Grouping Chunming He, Kai Li, Yachao Zhang, Guoxia Xu, Longxiang Tang, Yulun Zhang, Zhenhua Guo, Xiu Li
NeurIPSW 2023 Zero-Shot Cross-Task Preference Alignment for Offline RL via Optimal Transport Runze Liu, Yali Du, Fengshuo Bai, Jiafei Lyu, Xiu Li
NeurIPS 2022 Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination Jiafei Lyu, Xiu Li, Zongqing Lu
AAAI 2022 Efficient Continuous Control with Double Actors and Regularized Critics Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li
NeurIPSW 2022 Emergent Collective Intelligence from Massive-Agent Cooperation and Competition Hanmo Chen, Stone Tao, Jiaxin Chen, Weihan Shen, Xihui Li, Sikai Cheng, Xiaolong Zhu, Xiu Li
NeurIPS 2022 Mildly Conservative Q-Learning for Offline Reinforcement Learning Jiafei Lyu, Xiaoteng Ma, Xiu Li, Zongqing Lu
ECCV 2022 Neural Capture of Animatable 3D Human from Monocular Video Gusi Te, Xiu Li, Xiao Li, Jinglu Wang, Wei Hu, Yan Lu
NeurIPS 2022 OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression Wanhua Li, Xiaoke Huang, Zheng Zhu, Yansong Tang, Xiu Li, Jie Zhou, Jiwen Lu
ICLR 2022 Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
ECCV 2022 ScalableViT: Rethinking the Context-Oriented Generalization of Vision Transformer Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li
NeurIPSW 2022 State Advantage Weighting for Offline RL Jiafei Lyu, Aicheng Gong, Le Wan, Zongqing Lu, Xiu Li
CVPR 2021 A Self-Boosting Framework for Automated Radiographic Report Generation Zhanyu Wang, Luping Zhou, Lei Wang, Xiu Li
ICCV 2021 Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection Bingyao Yu, Wanhua Li, Xiu Li, Jiwen Lu, Jie Zhou
NeurIPSW 2021 MHER: Model-Based Hindsight Experience Replay Rui Yang, Meng Fang, Lei Han, Yali Du, Feng Luo, Xiu Li
CVPR 2021 Self-Supervised Video Hashing via Bidirectional Transformers Shuyan Li, Xiu Li, Jiwen Lu, Jie Zhou
ICCV 2021 Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution Xiu Li, Jinli Suo, Weihang Zhang, Xin Yuan, Qionghai Dai
ECCV 2020 Disentangled Non-Local Neural Networks Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu
CVPR 2017 Scale-Aware Face Detection Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu
CVPR 2016 Joint Training of Cascaded CNN for Face Detection Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu