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dongguanting

https://dongguanting.github.io/

AI & ML interests

Reasoning and Alignment for Large Language Models

Recent Activity

upvoted a paper 10 days ago

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

upvoted a paper 10 days ago

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

upvoted a paper 10 days ago

VideoRAG: Retrieval-Augmented Generation over Video Corpus

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dongguanting's activity

upvoted 3 papers 10 days ago

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published 20 days ago • 249

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

Paper • 2501.06186 • Published 17 days ago • 59

VideoRAG: Retrieval-Augmented Generation over Video Corpus

Paper • 2501.05874 • Published 18 days ago • 66

upvoted 2 papers 12 days ago

Enabling Scalable Oversight via Self-Evolving Critic

Paper • 2501.05727 • Published 18 days ago • 69

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published 13 days ago • 268

upvoted 2 papers 13 days ago

LLM4SR: A Survey on Large Language Models for Scientific Research

Paper • 2501.04306 • Published 20 days ago • 33

URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics

Paper • 2501.04686 • Published 19 days ago • 50

upvoted a paper 18 days ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published 18 days ago • 80

upvoted a paper 19 days ago

Virgo: A Preliminary Exploration on Reproducing o1-like MLLM

Paper • 2501.01904 • Published 24 days ago • 31

upvoted 2 papers 25 days ago

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Paper • 2412.21187 • Published 28 days ago • 36

ProgCo: Program Helps Self-Correction of Large Language Models

Paper • 2501.01264 • Published 26 days ago • 25

upvoted 2 papers 28 days ago

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 53

YuLan-Mini: An Open Data-efficient Language Model

Paper • 2412.17743 • Published Dec 23, 2024 • 64

upvoted 3 papers about 1 month ago

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published Dec 23, 2024 • 42

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 45

Progressive Multimodal Reasoning via Active Retrieval

Paper • 2412.14835 • Published Dec 19, 2024 • 73

upvoted a collection about 1 month ago

VisionLM

Collection

641 items • Updated 6 days ago • 40

upvoted 3 papers about 1 month ago