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Weiran Huang — most-cited papers & profile · AI for Science
← authors
·
overview
Weiran Huang
14
papers ·
32
citations ·
17
h-index
Shanghai Jiao Tong University · Beijing Academy of Artificial Intelligence · Shanghai Artificial Intelligence Laboratory
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
2025 · 18 citations
MM-LIMA: Less Is More for Alignment in Multi-Modal Datasets
2023 · 7 citations
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
2023 · 7 citations
Revisiting Visual Understanding in Multimodal Reasoning through a Lens of Image Perturbation
2025
Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start
2025
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO
2025
First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
2025
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method
2020
Topics
Vision-Language Models
cs.CL
cs.CV
Visual QA & Reasoning
Reinforcement Learning
Fine-Tuning
Vision-Language
RLHF & Alignment
Instruction Tuning
In-Context Learning