Zhiling Yan

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upvoted a collection 11 days ago

Lev

Collection

Lev: Thinking Fast and Deep with Looped Decision Models. One checkpoint, multiple depths: 3 models + LevBench, training data and results. • 7 items • Updated 15 days ago • 4

upvoted 2 papers 13 days ago

PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews

Paper • 2610.21046 • Published 17 days ago • 46

LEV: Thinking Fast and Deep with Looped Decision Models

Paper • 2610.20951 • Published 18 days ago • 103

upvoted 2 papers 5 months ago

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 292

OpenSkill: Open-World Self-Evolution for LLM Agents

Paper • 2606.06741 • Published Jun 4 • 30

upvoted 2 papers 7 months ago

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Paper • 2604.05091 • Published Apr 6 • 46

Towards a Medical AI Scientist

Paper • 2603.28589 • Published Mar 30 • 91

upvoted a paper 8 months ago

Expert Threshold Routing for Autoregressive Language Modeling with Dynamic Computation Allocation and Load Balancing

Paper • 2603.11535 • Published Mar 12 • 10

upvoted a paper 9 months ago

LiveMedBench: A Contamination-Free Medical Benchmark for LLMs with Automated Rubric Evaluation

Paper • 2602.10367 • Published Feb 10 • 13