Tianshi ZHENG PRO

StoneTZHENG's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a paper about 5 hours ago

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification

Paper • 2601.15808 • Published 4 days ago • 12

upvoted a paper 5 days ago

NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems

Paper • 2601.11004 • Published 10 days ago • 29

upvoted a collection 3 months ago

AutoGraph-R1

Collection

Directly Optimizing Knowledge Graph Construction for RAG using Reinforcement Learning • 11 items • Updated Oct 24, 2025 • 2

upvoted a paper 4 months ago

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8, 2025 • 28

upvoted a paper 6 months ago

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Paper • 2508.00414 • Published Aug 1, 2025 • 94

upvoted a paper 8 months ago

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery

Paper • 2505.13259 • Published May 19, 2025 • 1