Zhao Lei

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upvoted a paper about 20 hours ago

Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards

Paper • 2605.14539 • Published 9 days ago • 5

upvoted a paper 1 day ago

MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems

Paper • 2605.18565 • Published 4 days ago • 4

upvoted a paper 5 days ago

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Paper • 2605.06527 • Published 16 days ago • 44

upvoted a paper 12 days ago

Rethinking State Tracking in Recurrent Models Through Error Control Dynamics

Paper • 2605.07755 • Published 15 days ago • 23

upvoted a paper 14 days ago

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

Paper • 2605.06130 • Published 16 days ago • 110

upvoted 2 papers 16 days ago

Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL

Paper • 2604.28123 • Published 22 days ago • 48

HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation

Paper • 2604.28196 • Published 23 days ago • 71

upvoted a paper 18 days ago

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published 20 days ago • 162

upvoted a paper 29 days ago

Crowded in B-Space: Calibrating Shared Directions for LoRA Merging

Paper • 2604.16826 • Published Apr 18 • 18

upvoted a paper about 1 month ago

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Paper • 2604.01658 • Published Apr 2 • 55

upvoted 2 papers about 2 months ago

Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Audio-Language Models

Paper • 2603.14636 • Published Mar 15 • 4

AVO: Agentic Variation Operators for Autonomous Evolutionary Search

Paper • 2603.24517 • Published Mar 25 • 11

upvoted 2 papers 2 months ago

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 311

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Paper • 2603.15612 • Published Mar 16 • 153

upvoted 6 papers 3 months ago

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 195

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 151

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 523

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 220

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 246

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 210