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Yiheng Xu
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Journal Articles
- 2024
- [j1]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)
Conference and Workshop Papers
- 2024
- [c11]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 - 2022
- [c10]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: 3214-3224 - [c9]Junlong Li, Yiheng Xu
, Lei Cui, Furu Wei:
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. ACL (1) 2022: 6078-6087 - [c8]Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
DiT: Self-supervised Pre-training for Document Image Transformer. ACM Multimedia 2022: 3530-3539 - 2021
- [c7]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: 2579-2591 - [c6]Zilong Wang, Yiheng Xu
, Lei Cui, Jingbo Shang, Furu Wei:
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. EMNLP (1) 2021: 4735-4744 - 2020
- [c5]Yongji Wu, Defu Lian, Yiheng Xu
, Le Wu, Enhong Chen:
Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection. AAAI 2020: 1054-1061 - [c4]Minghao Li
, Yiheng Xu
, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li
, Ming Zhou:
DocBank: A Benchmark Dataset for Document Layout Analysis. COLING 2020: 949-960 - [c3]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: 1192-1200 - 2009
- [c2]Heping Xiong, Yiheng Xu, Yi Xiao:
Comparative Analysis of Multi-period Portfolio Strategies. BIFE 2009: 266-269 - 2008
- [c1]Yiheng Xu, Qiangwei Wang, Jinglu Hu:
An Improved Discrete Particle Swarm Optimization Based on Cooperative Swarms. IAT 2008: 79-82
Informal and Other Publications
- 2024
- [i14]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 abs/2404.07972 (2024) - 2023
- [i13]Mukai Li, Shansan Gong, Jiangtao Feng, Yiheng Xu, Jun Zhang, Zhiyong Wu, Lingpeng Kong:
In-Context Learning with Many Demonstration Examples. CoRR abs/2302.04931 (2023) - [i12]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 abs/2310.06830 (2023) - [i11]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 abs/2310.10634 (2023) - [i10]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 abs/2312.06131 (2023) - 2022
- [i9]Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
DiT: Self-supervised Pre-training for Document Image Transformer. CoRR abs/2203.02378 (2022) - 2021
- [i8]Jason Mohoney, Roger Waleffe, Yiheng Xu, Theodoros Rekatsinas, Shivaram Venkataraman:
Learning Massive Graph Embeddings on a Single Machine. CoRR abs/2101.08358 (2021) - [i7]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 abs/2104.08836 (2021) - [i6]Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei:
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. CoRR abs/2108.11591 (2021) - [i5]Junlong Li, Yiheng Xu, Lei Cui, Furu Wei:
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding. CoRR abs/2110.08518 (2021) - [i4]Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei:
Document AI: Benchmarks, Models and Applications. CoRR abs/2111.08609 (2021) - 2020
- [i3]Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou:
DocBank: A Benchmark Dataset for Document Layout Analysis. CoRR abs/2006.01038 (2020) - [i2]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 abs/2012.14740 (2020) - 2019
- [i1]Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou:
LayoutLM: Pre-training of Text and Layout for Document Image Understanding. CoRR abs/1912.13318 (2019)
Coauthor Index
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