An Improved Discrete Particle Swarm Optimization Based on Cooperative Swarms. - Yiheng Xu; Qiangwei Wang; Jinglu Hu (IAT, 2008)

Comparative Analysis of Multi-period Portfolio Strategies. - Heping Xiong; Yiheng Xu; Yi Xiao (BIFE, 2009)

Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection. - Yongji Wu; Defu Lian; Yiheng Xu; Le Wu; Enhong Chen (AAAI, 2020)

DocBank: A Benchmark Dataset for Document Layout Analysis. - Minghao Li 004; Yiheng Xu; Lei Cui 001; Shaohan Huang; Furu Wei; Zhoujun Li 001; Ming Zhou 001 (COLING, 2020)

LayoutLM: Pre-training of Text and Layout for Document Image Understanding. - Yiheng Xu; Minghao Li 004; Lei Cui 001; Shaohan Huang; Furu Wei; Ming Zhou 001 (KDD, 2020)

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. - Yang Xu 049; Yiheng Xu; Tengchao Lv; Lei Cui 001; Furu Wei; Guoxin Wang; Yijuan Lu; Dinei A. F. Florêncio; Cha Zhang; Wanxiang Che; Min Zhang 005; Lidong Zhou (ACL/IJCNLP (1), 2021)

LayoutReader: Pre-training of Text and Layout for Reading Order Detection. - Zilong Wang 002; Yiheng Xu; Lei Cui 001; Jingbo Shang; Furu Wei (EMNLP (1), 2021)

Learning Massive Graph Embeddings on a Single Machine. - Jason Mohoney; Roger Waleffe; Yiheng Xu; Theodoros Rekatsinas; Shivaram Venkataraman (CoRR, 2021)

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding. - Yiheng Xu; Tengchao Lv; Lei Cui 001; Guoxin Wang; Yijuan Lu; Dinei Florêncio; Cha Zhang; Furu Wei (CoRR, 2021)

Document AI: Benchmarks, Models and Applications. - Lei Cui 001; Yiheng Xu; Tengchao Lv; Furu Wei (CoRR, 2021)

MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. - Junlong Li; Yiheng Xu; Lei Cui 001; Furu Wei (ACL (1), 2022)

XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding. - Yiheng Xu; Tengchao Lv; Lei Cui 001; Guoxin Wang; Yijuan Lu; Dinei A. F. Florêncio; Cha Zhang; Furu Wei (ACL (Findings), 2022)

DiT: Self-supervised Pre-training for Document Image Transformer. - Junlong Li; Yiheng Xu; Tengchao Lv; Lei Cui 001; Cha Zhang; Furu Wei (ACM Multimedia, 2022)

Tooth Segmentation from Cone-Beam CT Images Through Boundary Refinement. - Yiheng Xu; Mingkun Zhang; Sibo Huang; Dongyu Zhang (ICANN (4), 2023)

In-Context Learning with Many Demonstration Examples. - Mukai Li; Shansan Gong; Jiangtao Feng; Yiheng Xu; Jun Zhang; Zhiyong Wu 003; Lingpeng Kong (CoRR, 2023)

OpenAgents: An Open Platform for Language Agents in the Wild. - Tianbao Xie; Fan Zhou; Zhoujun Cheng; Peng Shi 010; Luoxuan Weng; Yitao Liu; Toh Jing Hua; Junning Zhao; Qian Liu; Che Liu; Leo Z. Liu; Yiheng Xu; et al. (CoRR, 2023)

Study of the Vibration Characteristics of 550 kV GIS Circuit Breaker Based on Rigid-Flexible Coupling Model*. - Yanpeng Ge; Bo Liu; Shaoshuai Su; Yiheng Xu; Qiang Sun; Weikai Zhang; Wensheng Gao (AIM, 2024)

ML-based Modeling to Predict I/O Performance on Different Storage Sub-systems. - Yiheng Xu; Pranav Sivaraman; Hariharan Devarajan; Kathryn M. Mohror; Abhinav Bhatele (HiPC, 2024)

Lemur: Harmonizing Natural Language and Code for Language Agents. - Yiheng Xu; Hongjin Su; Chen Xing; Boyu Mi; Qian Liu; Weijia Shi; Binyuan Hui; Fan Zhou; Yitao Liu; Tianbao Xie; Zhoujun Cheng; Siheng Zhao; et al. (ICLR, 2024)

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments. - Tianbao Xie; Danyang Zhang; Jixuan Chen; Xiaochuan Li 003; Siheng Zhao; Ruisheng Cao; Toh Jing Hua; Zhoujun Cheng; Dongchan Shin; Fangyu Lei; Yitao Liu; Yiheng Xu; et al. (NeurIPS, 2024)

Benchmarking mapping algorithms for cell-type annotating in mouse brain by integrating single-nucleus RNA-seq and Stereo-seq data. - Quyuan Tao; Yiheng Xu; Youzhe He; Ting Luo; Xiaoming Li; Lei Han (Briefings Bioinform., 2024)

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction. - Yiheng Xu; Zekun Wang; Junli Wang; Dunjie Lu; Tianbao Xie; Amrita Saha; Doyen Sahoo; Tao Yu 009; Caiming Xiong (CoRR, 2024)

Modality Perception Network for Multi-modal Rumor Detection. - Yuchao Chen; Xiangyuan Jiang; Yiheng Xu; Wei Zhou 028 (ICIC (1), 2025)

AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials. - Yiheng Xu; Dunjie Lu; Zhennan Shen; Junli Wang; Zekun Wang; Yuchen Mao; Caiming Xiong; Tao Yu 009 (ICLR, 2025)

Qwen2.5-VL Technical Report. - Shuai Bai; Keqin Chen; Xuejing Liu; Jialin Wang; Wenbin Ge; Sibo Song; Kai Dang; Peng Wang 028; Shijie Wang 007; Jun Tang 008; Humen Zhong; Yuanzhi Zhu; et al. (CoRR, 2025)

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis. - Tianbao Xie; Jiaqi Deng; Xiaochuan Li 003; Junlin Yang; Haoyuan Wu; Jixuan Chen; Wenjing Hu; Xinyuan Wang; Yuhui Xu; Zekun Wang; Yiheng Xu; Junli Wang; et al. (CoRR, 2025)

OpenCUA: Open Foundations for Computer-Use Agents. - Xinyuan Wang; Bowen Wang; Dunjie Lu; Junlin Yang; Tianbao Xie; Junli Wang; Jiaqi Deng; Xiaole Guo; Yiheng Xu; Chen Henry Wu; Zhennan Shen; Zhuokai Li; et al. (CoRR, 2025)