Xiao, Han

26 publications

TMLR 2026 A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Qihan Ren, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Cheng Qian, Zhenhailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang

CVPR 2025 Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding Han Xiao, Yina Xie, Guanxin Tan, Yinghao Chen, Rui Hu, Ke Wang, Aojun Zhou, Hao Li, Hao Shao, Xudong Lu, Peng Gao, Yafei Wen, Xiaoxin Chen, Shuai Ren, Hongsheng Li

CVPR 2025 BlueLM-V-3b: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices Xudong Lu, Yinghao Chen, Cheng Chen, Hui Tan, Boheng Chen, Yina Xie, Rui Hu, Guanxin Tan, Renshou Wu, Yan Hu, Yi Zeng, Lei Wu, Liuyang Bian, Zhaoxiong Wang, Long Liu, Yanzhou Yang, Han Xiao, Aojun Zhou, Yafei Wen, Xiaoxin Chen, Shuai Ren, Hongsheng Li

TMLR 2025 LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Liang Liu, Yaxuan Guo, Han Xiao, Weifeng Lin, Yuxiang Chai, Yue Han, Shuai Ren, Hao Wang, Xiaoyu Liang, WenHao Wang, Tianze Wu, Zhengxi Lu, Siheng Chen, LiLinghao, Hao Wang, Guanjing Xiong, Yong Liu, Hongsheng Li

IJCAI 2025 NuMDS: An Efficient Local Search Algorithm for Minimum Dominating Set Problem Rui Sun, Zhaohui Liu, Yiyuan Wang, Han Xiao, Jiangnan Li, Jiejiang Chen

NeurIPS 2025 UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-Based Mobile GUI Agents Han Xiao, Guozhi Wang, Yuxiang Chai, Zimu Lu, Weifeng Lin, Hao He, Lue Fan, Liuyang Bian, Rui Hu, Liang Liu, Shuai Ren, Yafei Wen, Xiaoxin Chen, Aojun Zhou, Hongsheng Li

NeurIPS 2025 WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch Zimu Lu, Yunqiao Yang, Houxing Ren, Haotian Hou, Han Xiao, Ke Wang, Weikang Shi, Aojun Zhou, Mingjie Zhan, Hongsheng Li

IJCAI 2024 Dual Enhancement in ODI Super-Resolution: Adapting Convolution and Upsampling to Projection Distortion Xiang Ji, Changqiao Xu, Lujie Zhong, Shujie Yang, Han Xiao, Gabriel-Miro Muntean

AAAI 2024 G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks Anchun Gui, Jinqiang Ye, Han Xiao

ICMLW 2024 Jina CLIP: Your CLIP Model Is Also Your Text Retriever Han Xiao, Georgios Mastrapas, Bo Wang

NeurIPS 2024 Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Xiangyang Zhu, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Lirui Zhao, Si Liu, Xiangyu Yue, Wanli Ouyang, Yu Qiao, Hongsheng Li, Peng Gao

CVPR 2024 No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D Scene Segmentation Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyu Guo, Jiaming Liu, Han Xiao, Chaoyou Fu, Hao Dong, Peng Gao

ECCV 2024 SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-Modal Large Language Models Ziyi Lin, Dongyang Liu, Renrui Zhang, Peng Gao, Longtian Qiu, Han Xiao, Han Qiu, Wenqi Shao, Keqin Chen, Jiaming Han, Siyuan Huang, Yichi Zhang, Xuming He, Yu Qiao, Hongsheng Li

ECCV 2024 SpatialFormer: Towards Generalizable Vision Transformers with Explicit Spatial Understanding Han Xiao, Wenzhao Zheng, Sicheng Zuo, Peng Gao, Jie Zhou, Jiwen Lu

NeurIPS 2024 Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning Hao Shao, Shengju Qian, Han Xiao, Guanglu Song, Zhuofan Zong, Letian Wang, Yu Liu, Hongsheng Li

ICCV 2023 Token-Label Alignment for Vision Transformers Han Xiao, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu

JMLR 2022 KoPA: Automated Kronecker Product Approximation Chencheng Cai, Rong Chen, Han Xiao

CVPR 2022 Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search Han Xiao, Ziwei Wang, Zheng Zhu, Jie Zhou, Jiwen Lu

ICCV 2021 Generalizable Mixed-Precision Quantization via Attribution Rank Preservation Ziwei Wang, Han Xiao, Jiwen Lu, Jie Zhou

MLJ 2020 Bonsai: Diverse and Shallow Trees for Extreme Multi-Label Classification Sujay Khandagale, Han Xiao, Rohit Babbar

AAAI 2017 SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu

ECML-PKDD 2016 Discovering Topically- and Temporally-Coherent Events in Interaction Networks Han Xiao, Polina Rozenshtein, Aristides Gionis

IJCAI 2016 From One Point to a Manifold: Knowledge Graph Embedding for Precise Link Prediction Han Xiao, Minlie Huang, Xiaoyan Zhu

AAAI 2013 Lazy Gaussian Process Committee for Real-Time Online Regression Han Xiao, Claudia Eckert

ACML 2010 Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation Han Xiao, Thomas Stibor

CVPR 2009 Dimension-Free Affine Shape Matching Through Subspace Invariance Zhaozhong Wang, Han Xiao