EEM: An End-to-end Evaluation Metric for Scene Text Detection and Recognition. - Jiedong Hao; Yafei Wen; Jie Deng; Jun Gan; Shuai Ren 002; Hui Tan; Xiaoxin Chen 001 (ICDAR (4), 2021)

Real-Time Image Demoiréing on Mobile Devices. - Yuxin Zhang 002; Mingbao Lin; Xunchao Li; Han Liu; Guozhi Wang; Fei Chao 001; Shuai Ren 002; Yafei Wen; Xiaoxin Chen 001; Rongrong Ji (ICLR, 2023)

ImageBind-LLM: Multi-modality Instruction Tuning. - Jiaming Han; Renrui Zhang; Wenqi Shao; Peng Gao 007; Peng Xu 035; Han Xiao 010; Kaipeng Zhang; Chris Liu; Song Wen 006; Ziyu Guo; Xudong Lu; Shuai Ren 002; et al. (CoRR, 2023)

DocReal: Robust Document Dewarping of Real-Life Images via Attention-Enhanced Control Point Prediction. - Fangchen Yu; Yina Xie; Lei Wu; Yafei Wen; Guozhi Wang; Shuai Ren 002; Xiaoxin Chen 001; Jianfeng Mao; Wenye Li 001 (WACV, 2024)

TerDiT: Ternary Diffusion Models with Transformers. - Xudong Lu; Aojun Zhou; Ziyi Lin; Qi Liu; Yuhui Xu; Renrui Zhang; Yafei Wen; Shuai Ren 002; Peng Gao 007; Junchi Yan; Hongsheng Li 001 (CoRR, 2024)

AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents. - Yuxiang Chai; Siyuan Huang 004; Yazhe Niu; Han Xiao 010; Liang Liu; Dingyu Zhang; Peng Gao 007; Shuai Ren 002; Hongsheng Li 001 (CoRR, 2024)

AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents. - Yuxiang Chai; Siyuan Huang 004; Yazhe Niu; Han Xiao 010; Liang Liu; Guozhi Wang; Dingyu Zhang; Shuai Ren 002; Hongsheng Li 001 (ACL (Findings), 2025)

Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding. - Han Xiao 010; Yina Xie; Guanxin Tan; Yinghao Chen; Rui Hu; Ke Wang 036; Aojun Zhou; Hao Li 069; Hao Shao; Xudong Lu; Peng Gao 007; Yafei Wen; et al. (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; et al. (CVPR, 2025)

SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant? - Xudong Lu; Haohao Gao; Renshou Wu; Shuai Ren 002; Xiaoxin Chen 001; Hongsheng Li 001; Fangyuan Li (EMNLP, 2025)

GenieBlue: Integrating Both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices. - Xudong Lu; Yinghao Chen; Renshou Wu; Haohao Gao; Xi Chen 072; Xue Yang 005; Xiangyu Zhao; Aojun Zhou; Fangyuan Li; Yafei Wen; Xiaoxin Chen 001; Shuai Ren 002; et al. (ICCV, 2025)

UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents. - Han Xiao 010; Guozhi Wang; Yuxiang Chai; Zimu Lu; Weifeng Lin; Hao He; Lue Fan; Liuyang Bian; Rui Hu; Liang Liu; Shuai Ren 002; Yafei Wen; et al. (NeurIPS, 2025)

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects. - Guangyi Liu; Pengxiang Zhao; Yaozhen Liang; Liang Liu; Yaxuan Guo; Han Xiao 010; Weifeng Lin; Yuxiang Chai; Yue Han; Shuai Ren 002; Hao Wang 251; Xiaoyu Liang; et al. (Trans. Mach. Learn. Res., 2025)

A3: Android Agent Arena for Mobile GUI Agents. - Yuxiang Chai; Hanhao Li; Jiayu Zhang; Liang Liu; Guozhi Wang; Shuai Ren 002; Siyuan Huang 004; Hongsheng Li 001 (CoRR, 2025)

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects. - Guangyi Liu; Pengxiang Zhao; Liang Liu; Yaxuan Guo; Han Xiao 010; Weifeng Lin; Yuxiang Chai; Yue Han; Shuai Ren 002; Hao Wang 251; Xiaoyu Liang; Wenhao Wang 002; et al. (CoRR, 2025)

BlueLM-2.5-3B Technical Report. - Baojiao Xiong; Boheng Chen; Chengzhi Wang; Daxiong Luo; Dongsheng Xu; Dongyang Liu; Fan Yang; Fangyuan Li; Fei Teng; Feng Wang; Fukang Qin; Fuquan Peng; et al. (CoRR, 2025)

UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning. - Zhengxi Lu; Yuxiang Chai; Yaxuan Guo; Xi Yin 011; Liang Liu; Hao Wang 251; Han Xiao 010; Shuai Ren 002; Pengxiang Zhao; Guangyi Liu; Guanjing Xiong; Hongsheng Li 001 (AAAI, 2026)

SOLAR-RL: Semi-Online Long-horizon Assignment Reinforcement Learning. - Jichao Wang; Liuyang Bian; Yufeng Zhou; Han Xiao 010; Yue Pan; Guozhi Wang; Hao Wang 251; Zhaoxiong Wang; Yafei Wen; Xiaoxin Chen 001; Shuai Ren 002; Lingfang Zeng (CoRR, 2026)