Daniel Huynh PRO

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upvoted 4 papers 3 days ago

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published 6 days ago • 49

The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles

Paper • 2502.01081 • Published 9 days ago • 12

Can LLMs Maintain Fundamental Abilities under KV Cache Compression?

Paper • 2502.01941 • Published 8 days ago • 11

LIMO: Less is More for Reasoning

Paper • 2502.03387 • Published 6 days ago • 44

upvoted a paper 6 days ago

s1: Simple test-time scaling

Paper • 2501.19393 • Published 11 days ago • 99

upvoted a paper 14 days ago

CodeMonkeys: Scaling Test-Time Compute for Software Engineering

Paper • 2501.14723 • Published 18 days ago • 7

upvoted 7 papers 21 days ago

VideoWorld: Exploring Knowledge Learning from Unlabeled Videos

Paper • 2501.09781 • Published 26 days ago • 24

Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident Even When They Are Wrong

Paper • 2501.09775 • Published 27 days ago • 28

MLLM-as-a-Judge for Image Safety without Human Labeling

Paper • 2501.00192 • Published Dec 31, 2024 • 25

Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives

Paper • 2501.04003 • Published Jan 7 • 25

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 82

Demystifying Domain-adaptive Post-training for Financial LLMs

Paper • 2501.04961 • Published Jan 9 • 11

ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding

Paper • 2501.05452 • Published Jan 9 • 15

upvoted 3 papers 3 months ago

Stronger Models are NOT Stronger Teachers for Instruction Tuning

Paper • 2411.07133 • Published Nov 11, 2024 • 36

Autoregressive Models in Vision: A Survey

Paper • 2411.05902 • Published Nov 8, 2024 • 18

From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond

Paper • 2411.03590 • Published Nov 6, 2024 • 10

upvoted 3 papers 4 months ago

LLaVA-Critic: Learning to Evaluate Multimodal Models

Paper • 2410.02712 • Published Oct 3, 2024 • 35

Law of the Weakest Link: Cross Capabilities of Large Language Models

Paper • 2409.19951 • Published Sep 30, 2024 • 54

Can Models Learn Skill Composition from Examples?

Paper • 2409.19808 • Published Sep 29, 2024 • 9

upvoted a paper 5 months ago

Attention Prompting on Image for Large Vision-Language Models

Paper • 2409.17143 • Published Sep 25, 2024 • 7