Chris Shum

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upvoted 4 papers 4 days ago

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published 10 days ago • 85

FORGE:Fine-grained Multimodal Evaluation for Manufacturing Scenarios

Paper • 2604.07413 • Published 16 days ago • 94

GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents

Paper • 2604.07429 • Published 16 days ago • 114

ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents

Paper • 2604.11784 • Published 11 days ago • 141

upvoted a paper 17 days ago

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published 21 days ago • 367

upvoted a paper 5 months ago

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

Paper • 2512.02551 • Published Dec 2, 2025 • 13

upvoted 2 papers 9 months ago

CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search

Paper • 2508.02091 • Published Aug 4, 2025 • 13

CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning

Paper • 2507.14111 • Published Jul 18, 2025 • 25