Ryan

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upvoted 3 papers 7 months ago

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97

Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment

Paper • 2505.18600 • Published May 24, 2025 • 48

Diffusion Classifiers Understand Compositionality, but Conditions Apply

Paper • 2505.17955 • Published May 23, 2025 • 22

upvoted 4 papers 8 months ago

Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen!

Paper • 2505.15656 • Published May 21, 2025 • 15

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14, 2025 • 71

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey

Paper • 2505.03418 • Published May 6, 2025 • 9

Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Paper • 2505.01441 • Published Apr 28, 2025 • 39

upvoted 3 papers 9 months ago

Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs

Paper • 2504.17432 • Published Apr 24, 2025 • 40

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22, 2025 • 120

FlowReasoner: Reinforcing Query-Level Meta-Agents

Paper • 2504.15257 • Published Apr 21, 2025 • 47

upvoted 6 papers 11 months ago

Retrieval-augmented Large Language Models for Financial Time Series Forecasting

Paper • 2502.05878 • Published Feb 9, 2025 • 40

Matryoshka Quantization

Paper • 2502.06786 • Published Feb 10, 2025 • 32

SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators

Paper • 2502.06394 • Published Feb 10, 2025 • 89

Weak-to-Strong Diffusion with Reflection

Paper • 2502.00473 • Published Feb 1, 2025 • 23

Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

Paper • 2502.03544 • Published Feb 5, 2025 • 44

Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models

Paper • 2501.18119 • Published Jan 30, 2025 • 25

upvoted 4 papers 12 months ago

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17, 2025 • 115

CityDreamer4D: Compositional Generative Model of Unbounded 4D Cities

Paper • 2501.08983 • Published Jan 15, 2025 • 22

HALoGEN: Fantastic LLM Hallucinations and Where to Find Them

Paper • 2501.08292 • Published Jan 14, 2025 • 17

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 300