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Xufang Luo's picture
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Xufang Luo

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upvoted 2 papers 3 months ago

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published Mar 25 • 57

Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization

Paper • 2602.23008 • Published Feb 26 • 37
upvoted a paper 8 months ago

Think with 3D: Geometric Imagination Grounded Spatial Reasoning from Limited Views

Paper • 2510.18632 • Published Oct 21, 2025 • 23
upvoted a paper 9 months ago

ΔL Normalization: Rethink Loss Aggregation in RLVR

Paper • 2509.07558 • Published Sep 9, 2025 • 7
upvoted 3 papers 10 months ago

Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19, 2025 • 48

LeanK: Learnable K Cache Channel Pruning for Efficient Decoding

Paper • 2508.02215 • Published Aug 4, 2025 • 12

Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5, 2025 • 141
upvoted a paper about 1 year ago

Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs

Paper • 2505.12929 • Published May 19, 2025 • 3
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