Han Xiao

39 papers A* 10Journal 25Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments.
CoRR
Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Qinyi Luo, Shunye Tang, Yuxiang Chai, Weifeng Lin, Han Xiao, Wenhao Wang, Siheng Chen, Zhengxi Lu, Gao Wu, Hao Wang, Liang Liu, Yong Liu
2026 J jnl
PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents.
CoRR
Yuxiang Chai, Shunye Tang, Han Xiao, Rui Liu, Hongsheng Li
2026 J jnl
UI-Mem: Self-Evolving Experience Memory for Online Reinforcement Learning in Mobile GUI Agents.
CoRR
Han Xiao, Guozhi Wang, Hao Wang, Shilong Liu, Yuxiang Chai, Yue Pan, Yufeng Zhou, Xiaoxin Chen, Yafei Wen, Hongsheng Li
2026 A* conf
UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning.
AAAI
Zhengxi Lu, Yuxiang Chai, Yaxuan Guo, Xi Yin, Liang Liu, Hao Wang, Han Xiao, Shuai Ren, Pengxiang Zhao, Guangyi Liu, Guanjing Xiong, Hongsheng Li
2025 — conf
AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents.
ACL (Findings)
Yuxiang Chai, Siyuan Huang, Yazhe Niu, Han Xiao, Liang Liu, Guozhi Wang, Dingyu Zhang, Shuai Ren, Hongsheng Li
2025 A* conf
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding.
CVPR
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
2025 J jnl
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding.
CoRR
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
2025 A* conf
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices.
CVPR
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
2025 A* conf
CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection.
ACM Multimedia
Guankun Wang, Han Xiao, Renrui Zhang, Huxin Gao, Long Bai, Xiaoxiao Yang, Zhen Li, Hongsheng Li, Hongliang Ren
2025 J jnl
LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects.
CoRR
Guangyi Liu, Pengxiang Zhao, Liang Liu, Yaxuan Guo, Han Xiao, Weifeng Lin, Yuxiang Chai, Yue Han, Shuai Ren, Hao Wang, Xiaoyu Liang, Wenhao Wang, Tianze Wu, Linghao Li, Guanjing Xiong, Yong Liu, Hongsheng Li
2025 J jnl
LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects.
Trans. Mach. Learn. Res.
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, Guanjing Xiong, Yong Liu, Hongsheng Li
2025 — conf
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.
ACL (Findings)
Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li
2025 J jnl
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.
CoRR
Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li
2025 J jnl
QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction.
CoRR
Sicheng Zuo, Wenzhao Zheng, Han Xiao, Longchao Yang, Yong Pan, Jiwen Lu
2025 J jnl
UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents.
CoRR
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
2025 J jnl
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch.
CoRR
Zimu Lu, Yunqiao Yang, Houxing Ren, Haotian Hou, Han Xiao, Ke Wang, Weikang Shi, Aojun Zhou, Mingjie Zhan, Hongsheng Li
2024 J jnl
AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents.
CoRR
Yuxiang Chai, Siyuan Huang, Yazhe Niu, Han Xiao, Liang Liu, Dingyu Zhang, Peng Gao, Shuai Ren, Hongsheng Li
2024 J jnl
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices.
CoRR
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
2024 J jnl
CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection.
CoRR
Guankun Wang, Han Xiao, Huxin Gao, Renrui Zhang, Long Bai, Xiaoxiao Yang, Zhen Li, Hongsheng Li, Hongliang Ren
2024 J jnl
Learning Generalizable Mixed-Precision Quantization via Attribution Imitation.
Int. J. Comput. Vis.
Ziwei Wang, Han Xiao, Jie Zhou, Jiwen Lu
2024 A* conf
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT.
NeurIPS
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
2024 J jnl
Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT.
CoRR
Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Lirui Zhao, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Xiangyang Zhu, Si Liu, Xiangyu Yue, Dingning Liu, Wanli Ouyang, Ziwei Liu, Yu Qiao, Hongsheng Li, Peng Gao
2024 A* conf
No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D Scene Segmentation.
CVPR
Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyu Guo, Jiaming Liu, Han Xiao, Chaoyou Fu, Hao Dong, Peng Gao
2024 J jnl
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation.
CoRR
Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyu Guo, Jiaming Liu, Han Xiao, Chaoyou Fu, Hao Dong, Peng Gao
2024 — conf
SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models.
ECCV (62)
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
2024 — conf
SpatialFormer: Towards Generalizable Vision Transformers with Explicit Spatial Understanding.
ECCV (13)
Han Xiao, Wenzhao Zheng, Sicheng Zuo, Peng Gao, Jie Zhou, Jiwen Lu
2024 A* conf
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning.
NeurIPS
Hao Shao, Shengju Qian, Han Xiao, Guanglu Song, Zhuofan Zong, Letian Wang, Yu Liu, Hongsheng Li
2024 J jnl
Visual CoT: Unleashing Chain-of-Thought Reasoning in Multi-Modal Language Models.
CoRR
Hao Shao, Shengju Qian, Han Xiao, Guanglu Song, Zhuofan Zong, Letian Wang, Yu Liu, Hongsheng Li
2023 J jnl
ImageBind-LLM: Multi-modality Instruction Tuning.
CoRR
Jiaming Han, Renrui Zhang, Wenqi Shao, Peng Gao, Peng Xu, Han Xiao, Kaipeng Zhang, Chris Liu, Song Wen, Ziyu Guo, Xudong Lu, Shuai Ren, Yafei Wen, Xiaoxin Chen, Xiangyu Yue, Hongsheng Li, Yu Qiao
2023 J jnl
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression.
CoRR
Ziwei Wang, Jiwen Lu, Han Xiao, Shengyu Liu, Jie Zhou
2023 J jnl
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression.
Int. J. Comput. Vis.
Ziwei Wang, Jiwen Lu, Han Xiao, Shengyu Liu, Jie Zhou
2023 J jnl
Learning Deep Binary Descriptors via Bitwise Interaction Mining.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziwei Wang, Han Xiao, Yueqi Duan, Jie Zhou, Jiwen Lu
2023 J jnl
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models.
CoRR
Ziyi Lin, Chris Liu, Renrui Zhang, Peng Gao, Longtian Qiu, Han Xiao, Han Qiu, Chen Lin, Wenqi Shao, Keqin Chen, Jiaming Han, Siyuan Huang, Yichi Zhang, Xuming He, Hongsheng Li, Yu Qiao
2023 A* conf
Token-Label Alignment for Vision Transformers.
ICCV
Han Xiao, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu
2022 A* conf
Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search.
CVPR
Han Xiao, Ziwei Wang, Zheng Zhu, Jie Zhou, Jiwen Lu
2022 J jnl
Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search.
CoRR
Han Xiao, Ziwei Wang, Zheng Zhu, Jie Zhou, Jiwen Lu
2022 J jnl
Token-Label Alignment for Vision Transformers.
CoRR
Han Xiao, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu
2021 A* conf
Generalizable Mixed-Precision Quantization via Attribution Rank Preservation.
ICCV
Ziwei Wang, Han Xiao, Jiwen Lu, Jie Zhou
2021 J jnl
Generalizable Mixed-Precision Quantization via Attribution Rank Preservation.
CoRR
Ziwei Wang, Han Xiao, Jiwen Lu, Jie Zhou