Han Xiao

According to our database, Han Xiao authored at least 25 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction.

Sicheng Zuo, Wenzhao Zheng, Han Xiao, Longchao Yang, Yong Pan, Jiwen Lu

CoRR, June, 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

CoRR, May, 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

CoRR, May, 2025

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects.

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, Hao Wang, Guanjing Xiong, Yong Liu, Hongsheng Li

CoRR, April, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents.

Yuxiang Chai, Siyuan Huang, Yazhe Niu, Han Xiao, Liang Liu, Guozhi Wang, Dingyu Zhang, Shuai Ren, Hongsheng Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.

Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Learning Generalizable Mixed-Precision Quantization via Attribution Imitation.

Ziwei Wang, Han Xiao, Jie Zhou, Jiwen Lu

Int. J. Comput. Vis., November, 2024

CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection.

Guankun Wang, Han Xiao, Huxin Gao, Renrui Zhang, Long Bai, Xiaoxiao Yang, Zhen Li, Hongsheng Li, Hongliang Ren

CoRR, 2024

AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents.

Yuxiang Chai, Siyuan Huang, Yazhe Niu, Han Xiao, Liang Liu, Dingyu Zhang, Peng Gao, Shuai Ren, Hongsheng Li

CoRR, 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, 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

CoRR, 2024

Visual CoT: Unleashing Chain-of-Thought Reasoning in Multi-Modal Language Models.

Hao Shao, Shengju Qian, Han Xiao, Guanglu Song, Zhuofan Zong, Letian Wang, Yu Liu, Hongsheng Li

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

SpatialFormer: Towards Generalizable Vision Transformers with Explicit Spatial Understanding.

Han Xiao, Wenzhao Zheng, Sicheng Zuo, Peng Gao, Jie Zhou, Jiwen Lu

Proceedings of the Computer Vision - ECCV 2024, 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

Proceedings of the Computer Vision - ECCV 2024, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Learning Accurate Performance Predictors for Ultrafast Automated Model Compression.

Ziwei Wang, Jiwen Lu, Han Xiao, Shengyu Liu, Jie Zhou

Int. J. Comput. Vis., July, 2023

Learning Deep Binary Descriptors via Bitwise Interaction Mining.

Ziwei Wang, Han Xiao, Yueqi Duan, Jie Zhou, Jiwen Lu

IEEE Trans. Pattern Anal. Mach. Intell., 2023

SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models.

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

CoRR, 2023

ImageBind-LLM: Multi-modality Instruction Tuning.

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

CoRR, 2023

Token-Label Alignment for Vision Transformers.

Han Xiao, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search.

Han Xiao, Ziwei Wang, Zheng Zhu, Jie Zhou, Jiwen Lu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Generalizable Mixed-Precision Quantization via Attribution Rank Preservation.

Ziwei Wang, Han Xiao, Jiwen Lu, Jie Zhou

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021