Sheng Zhang

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upvoted 6 papers 16 days ago

When Agents Slow Down: Understanding LLM Agents' Test-Time Strategies via Elo-per-token Analysis

Paper • 2609.15309 • Published 18 days ago • 13

MInTRL: Off-policy Intervention can boost On-policy RL

Paper • 2609.12419 • Published 21 days ago • 14

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published 18 days ago • 432

Discovery Foundation Models: Toward Open-Ended Discovery Intelligence

Paper • 2609.15973 • Published 18 days ago • 33

RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

Paper • 2609.15364 • Published 18 days ago • 84

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published 18 days ago • 250

upvoted a paper 8 months ago

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published Feb 3 • 27

upvoted 2 papers about 1 year ago

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

Paper • 2509.09675 • Published Sep 11, 2025 • 28

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 106

upvoted a paper over 1 year ago

Learning to Reason via Mixture-of-Thought for Logical Reasoning

Paper • 2505.15817 • Published May 21, 2025 • 18

liked a dataset almost 2 years ago

zeyuanyin/imagenet-21k-p

Viewer • Updated Apr 16, 2024 • 447k • 81 • 2

liked a dataset over 2 years ago

HuggingFaceFW/fineweb

Viewer • Updated Jul 11, 2025 • 52.5B • 317k • 3.58k