Autonomous Agents

Learning from Human Demonstrations Enables Adaptive GUI Agents

Pre-submission to ARR. Corresponding author. Adaptive GUI agents learning from human demonstrations.

yuepeng-fu

Test-Time Exploration in Unknown Environments

Submitted to KDD 2026. Corresponding author. Test-time exploration in unknown environments.

wentong-chen

AgentCPM-Explore: Realizing Long-Horizon Deep Exploration for Edge-Scale Agents

ArXiv 2026. First author. Open-source 4B agent model achieving SOTA on GAIA & HLE, surpassing GPT-5 and Claude-4.5-Sonnet.

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Haotian Chen

AgentCPM-Explore

🏆 **Project Lead** · Open-source 4B agent model achieving SOTA on GAIA & HLE benchmarks …

AtomMem: Learnable Dynamic Agentic Memory with Atomic Memory Operation

Submitted to ACL 2026. Corresponding author. Learnable dynamic agentic memory with atomic operations.

yupeng-huo

MiniCPM4-MCP

🏆 **Project Lead** · Edge-scale (8B) agent LLM mastering MCP tools [![Stars](https://img.shields.io/github/stars/OpenBMB/MiniCPM?style=social)](https://github.com/OpenBMB/MiniCPM) …

QingXiaoDa

🎓 **Core Member** · Tsinghua University AI student growth assistant `3,000+ Users` · `58,000+ Queries` · `104 Expert Agents`

Collaborative Evolving Strategy for Automatic Data-Centric Development

ArXiv 2024. Co-first author. Collaborative evolving strategy for data-centric development. 11,400+ GitHub Stars.

xu-yang

Towards Data-Centric Automatic Research and Development

ArXiv 2024. First author. RD-Agent for automatic R&D. Featured in Microsoft Build 2025 Keynote. 11,400+ GitHub Stars.

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Haotian Chen
RD-Agent featured image

RD-Agent

🔬 **Core Founding Member & Primary Coder** · Automated R&D agent for data science & finance …