Zhiyuan Ning

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upvoted 2 papers about 19 hours ago

Learning Adaptive Parallel Reasoning with Language Models

Paper • 2504.15466 • Published 2 days ago • 35

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 1 day ago • 68

upvoted 2 papers 2 days ago

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published 3 days ago • 66

Generative AI Act II: Test Time Scaling Drives Cognition Engineering

Paper • 2504.13828 • Published 6 days ago • 17

upvoted 6 papers 3 days ago

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published 6 days ago • 94

MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?

Paper • 2504.09702 • Published 11 days ago • 17

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published 9 days ago • 58

C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing

Paper • 2504.07964 • Published 14 days ago • 61

Self-Steering Language Models

Paper • 2504.07081 • Published 15 days ago • 18

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

Paper • 2504.06514 • Published 15 days ago • 39

upvoted 6 papers 7 days ago

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients

Paper • 2504.10766 • Published 9 days ago • 39

xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published 10 days ago • 84

AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories

Paper • 2504.08942 • Published 13 days ago • 27

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published 22 days ago • 82

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

Paper • 2504.07096 • Published 15 days ago • 73

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published 24 days ago • 60

upvoted a paper 19 days ago

Inference-Time Scaling for Generalist Reward Modeling

Paper • 2504.02495 • Published 21 days ago • 53

upvoted 3 papers 21 days ago

PaperBench: Evaluating AI's Ability to Replicate AI Research

Paper • 2504.01848 • Published 22 days ago • 36

ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations

Paper • 2504.00824 • Published 23 days ago • 40

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published 29 days ago • 45