Han, Xiao

40 publications

TMLR 2026 Algorithmic Recourse in Abnormal Multivariate Time Series Xiao Han, Lu Zhang, Yongkai Wu, Shuhan Yuan

AAAI 2025 Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models Fei Shen, Hu Ye, Sibo Liu, Jun Zhang, Cong Wang, Xiao Han, Yang Wei

NeurIPS 2025 Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-Tuning Xiao Han, Zimo Zhao, Wanyu Wang, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao

ICML 2025 Eigen Analysis of Conjugate Kernel and Neural Tangent Kernel Xiangchao Li, Xiao Han, Qing Yang

AAAI 2025 GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching Xiao Han, Zijian Zhang, Xiangyu Zhao, Yuanshao Zhu, Guojiang Shen, Xiangjie Kong, Xuetao Wei, Liqiang Nie, Jieping Ye

CVPR 2025 Learning Flow Fields in Attention for Controllable Person Image Generation Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Perez-Rua, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He

IJCAI 2025 Let's Group: A Plug-and-Play SubGraph Learning Method for Memory-Efficient Spatio-Temporal Graph Modeling Wenchao Weng, Hanyu Jiang, Mei Wu, Xiao Han, Haidong Gao, Guojiang Shen, Xiangjie Kong

TMLR 2025 MarDini: Masked Auto-Regressive Diffusion for Video Generation at Scale Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Perez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Perez-Rua

ICLR 2025 Root Cause Analysis of Anomalies in Multivariate Time Series Through Granger Causal Discovery Xiao Han, Saima Absar, Lu Zhang, Shuhan Yuan

CVPR 2025 StdGEN: Semantic-Decomposed 3D Character Generation from Single Images Yuze He, Yanning Zhou, Wang Zhao, Zhongkai Wu, Kaiwen Xiao, Wei Yang, Yong-Jin Liu, Xiao Han

CVPR 2024 A Unified Framework for Human-Centric Point Cloud Video Understanding Yiteng Xu, Kecheng Ye, Xiao Han, Yiming Ren, Xinge Zhu, Yuexin Ma

ICLR 2024 Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models Fei Shen, Hu Ye, Jun Zhang, Cong Wang, Xiao Han, Yang Wei

NeurIPS 2024 G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models Pengyue Jia, Yiding Liu, Xiaopeng Li, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, Dawei Yin, Xiangyu Zhao

JMLR 2024 Individual-Centered Partial Information in Social Networks Xiao Han, Y. X. Rachel Wang, Qing Yang, Xin Tong

IJCAI 2024 KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation Yinghui Liu, Guojiang Shen, Chengyong Cui, Zhenzhen Zhao, Xiao Han, Jiaxin Du, Xiangyu Zhao, Xiangjie Kong

ECCV 2024 LiveHPS++: Robust and Coherent Motion Capture in Dynamic Free Environment Yiming Ren, Xiao Han, Yichen Yao, Xiaoxiao Long, Yujing Sun, Yuexin Ma

CVPR 2024 LiveHPS: LiDAR-Based Scene-Level Human Pose and Shape Estimation in Free Environment Yiming Ren, Xiao Han, Chengfeng Zhao, Jingya Wang, Lan Xu, Jingyi Yu, Yuexin Ma

AAAI 2024 VIGC: Visual Instruction Generation and Correction Bin Wang, Fan Wu, Xiao Han, Jiahui Peng, Huaping Zhong, Pan Zhang, Xiaoyi Dong, Weijia Li, Wei Li, Jiaqi Wang, Conghui He

ICLR 2024 VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation Jinxi Xiang, Ricong Huang, Jun Zhang, Guanbin Li, Xiao Han, Yang Wei

ICCV 2023 Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion Xiao Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang

CVPR 2023 FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks Xiao Han, Xiatian Zhu, Licheng Yu, Li Zhang, Yi-Zhe Song, Tao Xiang

NeurIPS 2023 HeadSculpt: Crafting 3D Head Avatars with Text Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, Kwan-Yee K. Wong

CVPR 2023 How to Prevent the Poor Performance Clients for Personalized Federated Learning? Zhe Qu, Xingyu Li, Xiao Han, Rui Duan, Chengchao Shen, Lixing Chen

TMLR 2023 RLTF: Reinforcement Learning from Unit Test Feedback Jiate Liu, Yiqin Zhu, Kaiwen Xiao, Qiang Fu, Xiao Han, Yang Wei, Deheng Ye

AAAI 2023 RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning Boxuan Zhao, Jun Zhang, Deheng Ye, Jian Cao, Xiao Han, Qiang Fu, Wei Yang

ECCV 2022 FashionViL: Fashion-Focused Vision-and-Language Representation Learning Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang

CVPR 2022 Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification Yonghang Guan, Jun Zhang, Kuan Tian, Sen Yang, Pei Dong, Jinxi Xiang, Wei Yang, Junzhou Huang, Yuyao Zhang, Xiao Han

NeurIPS 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification Xiyue Wang, Jinxi Xiang, Jun Zhang, Sen Yang, Zhongyi Yang, Ming-Hui Wang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han

CVPRW 2022 UIGR: Unified Interactive Garment Retrieval Xiao Han, Sen He, Li Zhang, Yi-Zhe Song, Tao Xiang

AAAI 2021 Diagnose like a Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring Zhen Chen, Jun Zhang, Shuanlong Che, Junzhou Huang, Xiao Han, Yixuan Yuan

AAAI 2021 Label Confusion Learning to Enhance Text Classification Models Biyang Guo, Songqiao Han, Xiao Han, Hailiang Huang, Ting Lu

AAAI 2021 Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-Domain Images and Weak Labels Siqi Yang, Jun Zhang, Junzhou Huang, Brian C. Lovell, Xiao Han

ECCV 2020 Weakly Supervised Semantic Segmentation with Boundary Exploration Liyi Chen, Weiwei Wu, Chenchen Fu, Xiao Han, Yuntao Zhang

AAAI 2018 Geographic Differential Privacy for Mobile Crowd Coverage Maximization Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma

CVPRW 2009 GPU-Accelerated, Gradient-Free MI Deformable Registration for Atlas-Based MR Brain Image Segmentation Xiao Han, Lyndon S. Hibbard, Virgil Willcut

CVPR 2007 Topology-Preserving Geometric Deformable Model on Adaptive Quadtree Grid Ying Bai, Xiao Han, Jerry L. Prince

CVPRW 2006 Cortical Surface Shape Analysis Based on Spherical Wavelet Transformation Peng Yu, Xiao Han, Florent Ségonne, Rudolph Pienaar, Randy L. Buckner, Polina Golland, Patricia Ellen Grant, Bruce Fischl

CVPRW 2006 Octree-Based Topology-Preserving Isosurface Simplification Ying Bai, Xiao Han, Jerry L. Prince

CVPR 2003 A 2D Moving Grid Geometric Deformable Model Xiao Han, Chenyang Xu, Jerry L. Prince

CVPR 2001 A Topology Preserving Deformable Model Using Level Sets Xiao Han, Chenyang Xu, Jerry L. Prince