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MemT-1.0: Towards Memory-Native Evolution

ArXiv 2026. Team contribution (led the RL stage). 100K+ downloads within one week of release.

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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. 830+ GitHub Stars.

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Reflective Reinforcement Tool Learning

Reflective reinforcement learning for tool learning.

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MiniCPM4: Ultra-Efficient LLMs on End Devices featured image

MiniCPM4: Ultra-Efficient LLMs on End Devices

ArXiv 2025. Team contribution (led MCP agent capabilities). 10,700+ GitHub Stars.

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ToLeaP: Rethinking Development of Tool Learning with Large Language Models

ArXiv 2025. First author. Unified evaluation platform for tool-learning agents.

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Collaborative Evolving Strategy for Automatic Data-Centric Development

ArXiv 2024. Co-first author. Collaborative evolving strategy for data-centric development. 15,100+ GitHub Stars.

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