Zhining Liu

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upvoted a paper 7 days ago

Self-Evolving Coding Agents via Harness-Policy Optimization

Paper • 2610.22791 • Published 11 days ago • 56

upvoted a paper 11 days ago

Each Reward to Its Relevant Tokens: Reward-Specific Token-Level Credit Assignment for Multi-Reward RL

Paper • 2610.21439 • Published 12 days ago • 45

upvoted a paper 24 days ago

Make Sparse Rewards Count: Density-Aware Reward Aggregation for Multi-Reward RL

Paper • 2610.00574 • Published 27 days ago • 65

upvoted 2 papers 27 days ago

Learning from Teacher Continuations at Student States

Paper • 2609.36246 • Published 29 days ago • 41

Selecting Diverse SFT Traces Improves Post-RL Generalization

Paper • 2609.33780 • Published 30 days ago • 38

upvoted a paper about 1 month ago

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published Sep 14 • 335

upvoted a paper about 2 months ago

Unlocking Lossless Speedups in LLMs via Discrete Diffusion

Paper • 2609.04010 • Published Sep 3 • 114

upvoted 2 papers 5 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 • 226

upvoted 2 papers 6 months ago

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

Paper • 2605.10899 • Published May 11 • 60

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 175

liked a dataset 7 months ago

YennNing/MC-Search

Viewer • Updated Feb 22 • 3.33k • 284 • 28

upvoted 2 papers 8 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 3 papers 9 months ago

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

Paper • 2602.08222 • Published Feb 9 • 170

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 207

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

upvoted a paper 11 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Aug 3 • 130

updated a model 12 months ago

ZhiningLiu1998/anlp-hw2-outputs

Updated Nov 6, 2025

published a model 12 months ago

ZhiningLiu1998/anlp-hw2-outputs

Updated Nov 6, 2025