Yiheng Xu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Topics

Designing Effective

Document Understanding

Automatic Summarization

Document Layout

Top Venues

Briefings Bioinform.

Publications

Quyuan Tao, Yiheng Xu, Youzhe He, Ting Luo, Xiaoming Li, Lei Han
Benchmarking mapping algorithms for cell-type annotating in mouse brain by integrating single-nucleus RNA-seq and Stereo-seq data. Briefings Bioinform. 25 (4) (2024)
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
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments. CoRR (2024)
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
Lemur: Harmonizing Natural Language and Code for Language Agents. ICLR (2024)
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
OpenAgents: An Open Platform for Language Agents in the Wild. CoRR (2023)
Yiheng Xu, Pranav Sivaraman, Hariharan Devarajan, Kathryn M. Mohror, Abhinav Bhatele
ML-based Modeling to Predict I/O Performance on Different Storage Sub-systems. CoRR (2023)
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
Lemur: Harmonizing Natural Language and Code for Language Agents. CoRR (2023)
Mukai Li, Shansan Gong, Jiangtao Feng, Yiheng Xu, Jun Zhang, Zhiyong Wu, Lingpeng Kong
In-Context Learning with Many Demonstration Examples. CoRR (2023)
Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
DiT: Self-supervised Pre-training for Document Image Transformer. ACM Multimedia (2022)
Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
DiT: Self-supervised Pre-training for Document Image Transformer. CoRR (2022)
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. ACL (1) (2022)
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Furu Wei
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding. ACL (Findings) (2022)
Jason Mohoney, Roger Waleffe, Yiheng Xu, Theodoros Rekatsinas, Shivaram Venkataraman
Learning Massive Graph Embeddings on a Single Machine. CoRR (2021)
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florêncio, Cha Zhang, Furu Wei
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding. CoRR (2021)
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. EMNLP (1) (2021)
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
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. ACL/IJCNLP (1) (2021)
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. CoRR (2021)
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding. CoRR (2021)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
Document AI: Benchmarks, Models and Applications. CoRR (2021)
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
LayoutLM: Pre-training of Text and Layout for Document Image Understanding. KDD (2020)
Yongji Wu, Defu Lian, Yiheng Xu, Le Wu, Enhong Chen
Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection. AAAI (2020)
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
DocBank: A Benchmark Dataset for Document Layout Analysis. COLING (2020)
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
DocBank: A Benchmark Dataset for Document Layout Analysis. CoRR (2020)
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
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding. CoRR (2020)
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
LayoutLM: Pre-training of Text and Layout for Document Image Understanding. CoRR (2019)
Heping Xiong, Yiheng Xu, Yi Xiao
Comparative Analysis of Multi-period Portfolio Strategies. BIFE (2009)
Yiheng Xu, Qiangwei Wang, Jinglu Hu
An Improved Discrete Particle Swarm Optimization Based on Cooperative Swarms. IAT (2008)