Junyeong Song

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upvoted a paper 3 days ago

Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR

Paper • 2609.37868 • Published 4 days ago • 51

upvoted a paper 18 days ago

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills

Paper • 2609.02749 • Published about 1 month ago • 407

upvoted a paper 22 days ago

SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem

Paper • 2609.07064 • Published 26 days ago • 147

upvoted 2 papers 29 days ago

LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes

Paper • 2609.03796 • Published 30 days ago • 186

WHALE: A Simple Recipe for Joint Harness-Weight Optimization

Paper • 2609.00196 • Published Aug 31 • 37

upvoted 2 papers about 1 month ago

Act with Intent: Distilling Behavior Intent for Vision-Language-Action Models

Paper • 2608.23478 • Published Aug 24 • 31

J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data

Paper • 2608.26582 • Published Aug 27 • 41

upvoted 6 papers 3 months ago

OvisOCR2 Technical Report

Paper • 2607.13639 • Published Jul 15 • 51

LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL

Paper • 2607.04412 • Published Jul 5 • 37

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

Paper • 2606.27378 • Published May 7 • 61

Qwen-Image-2.0-RL Technical Report

Paper • 2606.27608 • Published Jun 25 • 55

Are We Ready For An Agent-Native Memory System?

Paper • 2606.24775 • Published Jun 23 • 139

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published Jun 21 • 96

upvoted 7 papers 4 months ago

TRIAGE: Dialectical LLM Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series

Paper • 2606.09030 • Published 2 days ago • 30

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Paper • 2606.06036 • Published Jun 4 • 78

ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?

Paper • 2606.05553 • Published Jun 4 • 50

Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories

Paper • 2606.02060 • Published Jun 1 • 59

K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts

Paper • 2606.02404 • Published Jun 1 • 58

Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments

Paper • 2605.30280 • Published May 28 • 146

Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models

Paper • 2605.11887 • Published May 12 • 20