Ruochen Xu
Scholar

Ruochen Xu

Google Scholar ID: HTp5S00AAAAJ
Principal Scientist at Om AI
Artificial IntelligenceMachine LearningNatural Language Processing
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
4,123
 
H-index
25
 
i10-index
38
 
Publications
20
 
Co-authors
104
list available
Contact
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Publications
6 items
Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research
2025
Cited
0
VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
2025
Cited
10
Grasping by Spiraling: Reproducing Elephant Movements with Rigid-Soft Robot Synergy
2025
Cited
0
The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?
2025
Cited
0
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration
arXiv.org · 2024
Cited
14
Rho-1: Not All Tokens Are What You Need
arXiv.org · 2024
Cited
37
Resume (English only)
Academic Achievements
  • G-Eval: NLG Evaluation Using GPT-4 with Better Human Alignment, arXiv 2023 (875 citations)
  • Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners, NeurIPS 2022 (126 citations)
  • A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining, EMNLP Findings 2020 (171 citations)
  • Enhancing Factual Consistency of Abstractive Summarization, NAACL 2021 (211 citations)
  • CLIP-Event: Connecting Text and Images with Event Structures, CVPR 2022 (139 citations)
Co-authors
104 total
Co-author 1
Co-author 1
Shuohang Wang
Shuohang Wang
Principal Researcher, Microsoft GenAI
Co-author 3
Co-author 3
Yang Liu
Yang Liu
Microsoft
Co-author 5
Co-author 5
Yiming Yang
Yiming Yang
Professor, Carnegie Mellon University
Co-author 7
Co-author 7
Co-author 8
Co-author 8