Nick Yang

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authored 2 papers 1 day ago

MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI

Paper • 2605.08678 • Published 11 days ago • 8

Post-Trained MoE Can Skip Half Experts via Self-Distillation

Paper • 2605.18643 • Published 2 days ago • 27

upvoted 2 papers 1 day ago

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

Paper • 2605.13301 • Published 7 days ago • 152

Post-Trained MoE Can Skip Half Experts via Self-Distillation

Paper • 2605.18643 • Published 2 days ago • 27

upvoted a paper about 1 month ago

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

Paper • 2604.13016 • Published Apr 14 • 105

authored 2 papers 2 months ago

VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos

Paper • 2510.19488 • Published Oct 22, 2025 • 22

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published Mar 9 • 59

upvoted a paper 2 months ago

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published Mar 9 • 59

upvoted 3 papers 6 months ago

OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation

Paper • 2511.13655 • Published Nov 17, 2025 • 11

Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?

Paper • 2511.13646 • Published Nov 17, 2025 • 10

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published Nov 17, 2025 • 134

upvoted a paper 7 months ago

Game-TARS: Pretrained Foundation Models for Scalable Generalist Multimodal Game Agents

Paper • 2510.23691 • Published Oct 27, 2025 • 56

upvoted 6 papers 8 months ago

From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones

Paper • 2509.25123 • Published Sep 29, 2025 • 22

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18, 2025 • 118

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11, 2025 • 81

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4, 2025 • 76

HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?

Paper • 2509.07894 • Published Sep 9, 2025 • 32

upvoted a paper 9 months ago

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14, 2025 • 97

authored a paper 9 months ago

OpenCUA: Open Foundations for Computer-Use Agents

Paper • 2508.09123 • Published Aug 12, 2025 • 33