Yiheng Xu
10 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Silver
π
Grand Slam
ποΈ
Keyword Collector
(66)
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Machine Learning
(5)
Computer Vision
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Natural Language Processing
(3)
Architectures
(3)
Domain-Specific
(3)
Techniques
(3)
Computer Science
(2)
Analysis
(2)
Applications
(2)
Core Methods
(2)
Keywords
multimodal learning
(4)
document understanding
(4)
multimodal pretraining
(2)
visual document understanding
(2)
visual language model
(2)
code generation
(1)
spam detection
(1)
semi-supervised learning
(1)
document analysis
(1)
tool usage
(1)
instruction tuning
(1)
markov random field
(1)
social network
(1)
multimodal agent
(1)
open-ended task
(1)
document layout analysis
(1)
computer environment
(1)
end-to-end training
(1)
autonomous agent
(1)
weak supervision
(1)
Papers
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
ICLR 2025
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
ICML 2025
Lemur: Harmonizing Natural Language and Code for Language Agents
ICLR 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
NeurIPS 2024
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding
ACL 2022
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
ACL 2022
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
ACL 2021
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
EMNLP 2021
DocBank: A Benchmark Dataset for Document Layout Analysis
COLING 2020
Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection
AAAI 2020