Zhou

Wangchunshu's activity

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

upvoted a paper 15 days ago

MemEvolve: Meta-Evolution of Agent Memory Systems

Paper • 2512.18746 • Published 17 days ago • 28

upvoted a paper 22 days ago

Memory in the Age of AI Agents

Paper • 2512.13564 • Published 23 days ago • 131

upvoted 3 papers about 1 month ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 282

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published Dec 1, 2025 • 54

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents

Paper • 2511.13593 • Published Nov 17, 2025 • 25

upvoted 5 papers 3 months ago

Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning

Paper • 2510.18849 • Published Oct 21, 2025 • 20

A^2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning

Paper • 2510.12838 • Published Oct 13, 2025 • 24

ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems

Paper • 2510.11652 • Published Oct 13, 2025 • 29

TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios

Paper • 2505.12891 • Published May 19, 2025 • 10

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29, 2025 • 29

upvoted 7 papers 4 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 101

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7, 2025 • 150

Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?

Paper • 2509.04292 • Published Sep 4, 2025 • 57

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published Sep 2, 2025 • 83

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 228

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published Sep 2, 2025 • 124

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

upvoted 3 papers 5 months ago

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14, 2025 • 19

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

Paper • 2508.11987 • Published Aug 16, 2025 • 71

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6, 2025 • 129