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Renrui Zhang — most-cited papers & profile · Large Language Models
← authors
·
overview
Renrui Zhang
52
papers ·
875
citations ·
19
h-index
Chinese University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SPHINX: The Joint Mixing Of Weights, Tasks, And Visual Embeddings For Multi-modal Large Language Models
2023 · 288 citations
Imagebind-llm: Multi-modality Instruction Tuning
2023 · 174 citations
SPHINX-X: Scaling Data And Parameters For A Family Of Multi-modal Large Language Models
2024 · 149 citations
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
2024 · 37 citations
Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models
2026
Unleashing The Potentials Of Likelihood Composition For Multi-modal Language Models
2024
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
2025
TrustGeoGen: Scalable and Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving
2025
MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
2025
Quantization Meets dLLMs: A Systematic Study of Post-training Quantization for Diffusion LLMs
2025
BEAR: Benchmarking and Enhancing Multimodal Language Models for Atomic Embodied Capabilities
2025
Generative Universal Verifier as Multimodal Meta-Reasoner
2025
DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation
2025
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
2023
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models
2023
Top co-authors
Hongsheng Li
· 9
Peng Gao
· 8
Ziyu Guo
· 7
Dongzhi Jiang
· 6
Aojun Zhou
· 5
Longtian Qiu
· 4
Bo Zhang
· 3
Chaoyou Fu
· 3
Chris Liu
· 3
Pan Lu
· 3
Wenqi Shao
· 3
Yichi Zhang
· 3
Topics
Vision-Language
Training Techniques
Model Architecture
Evaluation
Fine-Tuning
Code
Efficiency
RAG
In-Context Learning
Prompting