Zikun Li

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upvoted 2 papers 1 day ago

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published 6 days ago • 168

InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning

Paper • 2601.14209 • Published 5 days ago • 5

upvoted 3 papers 4 days ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published 12 days ago • 142

NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems

Paper • 2601.11004 • Published 9 days ago • 29

Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge

Paper • 2601.08808 • Published 12 days ago • 38

upvoted 3 papers 8 days ago

Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning

Paper • 2601.07641 • Published 13 days ago • 45

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published 11 days ago • 82

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published 12 days ago • 140

upvoted 2 papers 9 days ago

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

Paper • 2601.06487 • Published 15 days ago • 50

Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning

Paper • 2601.09088 • Published 11 days ago • 58

upvoted 6 papers 11 days ago

OpenTinker: Separating Concerns in Agentic Reinforcement Learning

Paper • 2601.07376 • Published 13 days ago • 6

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

Paper • 2601.07055 • Published 13 days ago • 20

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

Paper • 2601.05110 • Published 17 days ago • 29

MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era

Paper • 2601.07526 • Published 13 days ago • 21

BabyVision: Visual Reasoning Beyond Language

Paper • 2601.06521 • Published 15 days ago • 188

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Paper • 2601.05593 • Published 16 days ago • 79

upvoted a paper 15 days ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published 16 days ago • 205

upvoted a paper 17 days ago

Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting

Paper • 2601.02151 • Published 20 days ago • 102

upvoted 2 papers 19 days ago

NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation

Paper • 2601.02204 • Published 20 days ago • 60

VAR RL Done Right: Tackling Asynchronous Policy Conflicts in Visual Autoregressive Generation

Paper • 2601.02256 • Published 20 days ago • 33