Zhining Liu

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upvoted 2 papers 1 day ago

Learning from Teacher Continuations at Student States

Paper • 2609.36246 • Published 3 days ago • 27

Selecting Diverse SFT Traces Improves Post-RL Generalization

Paper • 2609.33780 • Published 4 days ago • 32

upvoted a paper 16 days ago

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published 17 days ago • 250

upvoted a paper 22 days ago

Unlocking Lossless Speedups in LLMs via Discrete Diffusion

Paper • 2609.04010 • Published 28 days ago • 114

upvoted 2 papers 4 months ago

You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories

Paper • 2605.21468 • Published May 20 • 51

Code as Agent Harness

Paper • 2605.18747 • Published May 18 • 225

upvoted 2 papers 5 months ago

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

Paper • 2605.10899 • Published May 11 • 78

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 175

upvoted 2 papers 7 months ago

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 111

Video-Based Reward Modeling for Computer-Use Agents

Paper • 2603.10178 • Published Mar 10 • 43

upvoted 2 papers 8 months ago

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published Feb 9 • 183

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 208

upvoted a paper 9 months ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

upvoted a paper 10 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Aug 3 • 131

upvoted a paper 11 months ago

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

Paper • 2511.00086 • Published Oct 29, 2025 • 42

upvoted a paper 12 months ago

TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Paper • 2510.06217 • Published Oct 7, 2025 • 67

upvoted 2 papers about 1 year ago

TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning

Paper • 2509.25760 • Published Sep 30, 2025 • 56

MIRIX: Multi-Agent Memory System for LLM-Based Agents

Paper • 2507.07957 • Published Jul 10, 2025 • 80

upvoted 2 papers over 1 year ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73

WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning

Paper • 2505.16421 • Published May 22, 2025 • 19