tran minh thang

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upvoted a collection about 1 month ago

WTF GENIUS PAPERS

Collection

Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 132 items • Updated about 18 hours ago • 20

upvoted a collection 4 months ago

Representation & Optimization

Collection

Understanding about representation sheds light on optimization • 128 items • Updated about 2 hours ago • 7

upvoted 12 papers 4 months ago

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6, 2025 • 192

Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models

Paper • 2503.04813 • Published Mar 4, 2025 • 2

Language Self-Play For Data-Free Training

Paper • 2509.07414 • Published Sep 9, 2025 • 31

Dr. Zero: Self-Evolving Search Agents without Training Data

Paper • 2601.07055 • Published Jan 11 • 22

Universal Reasoning Model

Paper • 2512.14693 • Published Dec 16, 2025 • 44

Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners

Paper • 2601.02996 • Published Jan 6 • 6

GARDO: Reinforcing Diffusion Models without Reward Hacking

Paper • 2512.24138 • Published Dec 30, 2025 • 30

DiRL: An Efficient Post-Training Framework for Diffusion Language Models

Paper • 2512.22234 • Published Dec 23, 2025 • 22

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 326

On the Role of Discreteness in Diffusion LLMs

Paper • 2512.22630 • Published Dec 27, 2025 • 18

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 66

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published Dec 30, 2025 • 52

upvoted 6 papers 5 months ago

Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning

Paper • 2512.20605 • Published Dec 23, 2025 • 62

Latent Implicit Visual Reasoning

Paper • 2512.21218 • Published Dec 24, 2025 • 70

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published Dec 23, 2025 • 16

LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Paper • 2512.15745 • Published Dec 10, 2025 • 88

DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

Paper • 2511.22570 • Published Nov 27, 2025 • 94

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 222