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Ran Xu — most-cited papers & profile · Large Language Models
← authors
·
overview
Ran Xu
35
papers ·
173
citations ·
0
h-index
Jilin University · Middle East College
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
TrustLLM: Trustworthiness in Large Language Models
2024 · 53 citations
Medadapter: Efficient Test-time Adaptation Of Large Language Models Towards Medical Reasoning
2024 · 45 citations
Simrag: Self-improving Retrieval-augmented Generation For Adapting Large Language Models To Specialized Domains
2024 · 37 citations
Evidence-Backed Video Question Answering
2026
RAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval Augmentation
2025
DyMU: Dynamic Merging and Virtual Unmerging for Efficient VLMs
2025
MedAgentGym: Training LLM Agents for Code-Based Medical Reasoning at Scale
2025
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
2025
UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG
2025
OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment
2025
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation
2024
xGen-MM-Vid (BLIP-3-Video): You Only Need 32 Tokens to Represent a Video Even in VLMs
2024
Top co-authors
Caiming Xiong
· 5
Carl Yang
· 5
Wenqi Shi
· 4
Yuchen Zhuang
· 4
Haoyu Wang
· 3
Silvio Savarese
· 3
Yue Yu
· 3
Heng Ji
· 2
Honglu Zhou
· 2
Juan Carlos Niebles
· 2
Bertie Vidgen
· 1
Bhavya Kailkhura
· 1
Topics
Fine-Tuning
Training Techniques
Efficiency
Evaluation
RAG
Vision-Language
Reinforcement Learning
Model Architecture
Code
Safety & Alignment