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

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: Realizing Long-Horizon Deep Exploration for Edge-Scale Agents featured image

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.

avatar
Haotian Chen

ToLeaP: Rethinking Development of Tool Learning with Large Language Models

Submitted to ACL 2026. First author. Unified evaluation platform for tool-learning agents.

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Haotian Chen

ToLeaP: Rethinking Development of Tool Learning with Large Language Models

Submitted to ACL 2026. First author. Unified evaluation platform for tool-learning agents.

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Haotian Chen

Reflective Reinforcement Tool Learning

Submitted to ACL 2026. Reflective reinforcement learning for tool learning.

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Haotian Chen

Reflective Reinforcement Tool Learning

Submitted to ACL 2026. Reflective reinforcement learning for tool learning.

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Haotian Chen
MiniCPM4: Ultra-Efficient LLMs on End Devices featured image

MiniCPM4: Ultra-Efficient LLMs on End Devices

ArXiv 2025. Team contribution (led MCP agent capabilities). 8,300+ GitHub Stars.

minicpm-team
MiniCPM4: Ultra-Efficient LLMs on End Devices featured image

MiniCPM4: Ultra-Efficient LLMs on End Devices

ArXiv 2025. Team contribution (led MCP agent capabilities). 8,300+ GitHub Stars.

minicpm-team

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

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