Yizhi Li

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upvoted a collection 4 days ago

IQuest-Coder

Collection

13 items • Updated 4 days ago • 65

upvoted an article 11 days ago

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Article

🕳️ Attention Sinks in LLMs for endless fluency

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Oct 9, 2023

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34

upvoted 2 papers 12 days ago

Universal Reasoning Model

Paper • 2512.14693 • Published 19 days ago • 40

UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models

Paper • 2512.17385 • Published 16 days ago • 17

upvoted a paper 17 days ago

QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management

Paper • 2512.12967 • Published 20 days ago • 103

upvoted a paper about 1 month ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 282

upvoted 2 papers 2 months ago

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 119

Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark

Paper • 2510.26802 • Published Oct 30, 2025 • 33

upvoted a paper 3 months ago

ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems

Paper • 2510.11652 • Published Oct 13, 2025 • 29

upvoted 5 papers 4 months ago

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7, 2025 • 150

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published Sep 2, 2025 • 124

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published Sep 2, 2025 • 83

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25, 2025 • 211

upvoted a paper 5 months ago

Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny

Paper • 2507.16331 • Published Jul 22, 2025 • 20

upvoted 5 papers 7 months ago

CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following

Paper • 2506.12285 • Published Jun 14, 2025 • 54

Scaling Test-time Compute for LLM Agents

Paper • 2506.12928 • Published Jun 15, 2025 • 63

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 143

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 131

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL

Paper • 2505.17952 • Published May 23, 2025 • 20