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Linjie Li — most-cited papers & profile · Large Language Models
← authors
·
overview
Linjie Li
37
papers ·
1031
citations ·
19
h-index
China Railway Corporation · China Academy of Railway Sciences
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
The Dawn Of Lmms: Preliminary Explorations With Gpt-4v(ision)
2023 · 911 citations
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
2026
V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models
2025
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
2025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
2025
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow
2025
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
2025
Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models
2025
A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning
2025
SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models
2025
Aligning Large Multi-Modal Model with Robust Instruction Tuning
2023
MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
2023
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation
2023
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
2024
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
2024
Top co-authors
Lijuan Wang
· 12
Zhengyuan Yang
· 11
Kevin Lin
· 9
Jianfeng Wang
· 5
Chung-Ching Lin
· 4
Manling Li
· 3
Zihan Wang
· 3
Alex Jinpeng Wang
· 2
Chao Feng
· 2
Furong Huang
· 2
Haoyu Sun
· 2
Jiajun Wu
· 2
Topics
Vision-Language
Training Techniques
Evaluation
Model Architecture
Reinforcement Learning
Fine-Tuning
Efficiency
In-Context Learning
Large
Models