Jimin Ryu

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upvoted a paper about 22 hours ago

Last Secure Code Benchmark: Is the Code You Vibe Secure?

Paper • 2610.14766 • Published 9 days ago • 75

upvoted a paper 2 days ago

A Decade in a Day: Synthesizing Agent-Native Interfaces from Human-Oriented Software Evolution

Paper • 2610.15765 • Published 8 days ago • 36

upvoted a paper 3 days ago

Jeva: System One Models from First Principles

Paper • 2610.18773 • Published 6 days ago • 420

upvoted a paper 4 days ago

HyperThink: Text-to-Parameter Hypernetworks for Efficient Reasoning

Paper • 2610.03039 • Published 17 days ago • 6

upvoted a paper 6 days ago

WebFovea: When the Model Is Right but the Click Is Wrong -- Reliable Round Trips for Vision-Based Web Agents on Live Websites

Paper • 2610.03036 • Published 12 days ago • 20

upvoted a paper 7 days ago

RunningTab: Direct Workspace Interaction with Environment-Side Tabs

Paper • 2610.10444 • Published 12 days ago • 42

upvoted a paper 9 days ago

Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability

Paper • 2610.08448 • Published 13 days ago • 213

upvoted a paper 10 days ago

Taming VLAs under Robot Execution Errors: Self-Compensation and Stress Testing

Paper • 2609.37334 • Published 20 days ago • 46

upvoted a paper 11 days ago

How to Loop MoE: Flatten the Experts, Untie the Attention

Paper • 2609.35751 • Published 21 days ago • 13

upvoted a paper 12 days ago

Does Learning Protein Folding Generalize to Broader Reasoning?

Paper • 2609.38879 • Published 19 days ago • 63

upvoted a paper 13 days ago

Sharpening Tax in Post-Training

Paper • 2610.01509 • Published 18 days ago • 111

upvoted a paper 15 days ago

DepthBench: Measuring How Residual Connections Enable More Computational Depth

Paper • 2609.32534 • Published 23 days ago • 33

upvoted a paper 16 days ago

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

Paper • 2609.37868 • Published 20 days ago • 65

upvoted a paper 18 days ago

Beyond Teacher Assignment: Domain-Normalized Multi-Teacher On-Policy Distillation

Paper • 2609.35347 • Published 21 days ago • 182

upvoted 3 papers 19 days ago

Do Implicit Personalization and Explicit Styles Conflict? PsPLUG: A Lightweight Plug-in for Balancing Personalization and Style in Customized LLMs

Paper • 2601.06362 • Published 29 days ago • 10

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published Sep 1 • 612

FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders

Paper • 2609.31620 • Published 24 days ago • 144

upvoted a paper 20 days ago

Agent-Editing World Model: Rethinking World Modeling for LLM Agents

Paper • 2609.28416 • Published 26 days ago • 45

upvoted a paper 21 days ago

Calibration as a First-Class Criterion in LLM Evaluation

Paper • 2609.26489 • Published 27 days ago • 4