Cola Chen (SII)

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upvoted a paper 13 days ago

ReNIO: Reweighting Negative Trajectory Importance for LLM On-Policy Distillation

Paper • 2606.23104 • Published 16 days ago • 5

upvoted a paper 26 days ago

TreeSeeker: Tree-Structured Trial, Error, and Return in Deep Search

Paper • 2606.11662 • Published 28 days ago • 10

upvoted a paper 27 days ago

POISE: Position-Aware Undetectable Skill Injection on LLM Agents

Paper • 2606.07943 • Published Jun 6 • 4

upvoted an article 7 months ago

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Article

Apriel-H1: The Surprising Key to Distilling Efficient Reasoning Models

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ServiceNow-AI

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Nov 19, 2025

• 34

upvoted a paper 9 months ago

Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn LLM Agents

Paper • 2510.14967 • Published Oct 16, 2025 • 34