Yiheng Xu

According to our database, Yiheng Xu authored at least 18 papers between 2008 and 2024.

Collaborative distances:

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

2024

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu

CoRR, 2024

2023

ML-based Modeling to Predict I/O Performance on Different Storage Sub-systems.

Yiheng Xu, Pranav Sivaraman, Hariharan Devarajan, Kathryn M. Mohror, Abhinav Bhatele

CoRR, 2023

OpenAgents: An Open Platform for Language Agents in the Wild.

Tianbao Xie, Fan Zhou, Zhoujun Cheng, Peng Shi, Luoxuan Weng, Yitao Liu, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Leo Z. Liu, Yiheng Xu, Hongjin Su, Dongchan Shin, Caiming Xiong, Tao Yu

CoRR, 2023

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, Lingpeng Kong, Bailin Wang, Caiming Xiong, Tao Yu

CoRR, 2023

In-Context Learning with Many Demonstration Examples.

Mukai Li, Shansan Gong, Jiangtao Feng, Yiheng Xu, Jun Zhang, Zhiyong Wu, Lingpeng Kong

CoRR, 2023

2022

DiT: Self-supervised Pre-training for Document Image Transformer.

Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding.

Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Furu Wei

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding.

Junlong Li, Yiheng Xu, Lei Cui, Furu Wei

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Document AI: Benchmarks, Models and Applications.

Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei

CoRR, 2021

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding.

Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florêncio, Cha Zhang, Furu Wei

CoRR, 2021

Learning Massive Graph Embeddings on a Single Machine.

Jason Mohoney, Roger Waleffe, Yiheng Xu, Theodoros Rekatsinas, Shivaram Venkataraman

CoRR, 2021

LayoutReader: Pre-training of Text and Layout for Reading Order Detection.

Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding.

Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

LayoutLM: Pre-training of Text and Layout for Document Image Understanding.

Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

DocBank: A Benchmark Dataset for Document Layout Analysis.

Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection.

Yongji Wu, Defu Lian, Yiheng Xu, Le Wu, Enhong Chen

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2009

Comparative Analysis of Multi-period Portfolio Strategies.

Heping Xiong, Yiheng Xu, Yi Xiao

Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

2008

An Improved Discrete Particle Swarm Optimization Based on Cooperative Swarms.

Yiheng Xu, Qiangwei Wang, Jinglu Hu

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008