AtomMem: Learnable Dynamic Agentic Memory with Atomic Memory Operation
EMNLP 2026 (CCF-B). Supervisor. Learnable dynamic agentic memory built from atomic memory operations.
yupeng-huo
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Test-Time Deep Thinking to Explore Implicit Rules
KDD 2026 (CCF-A). Co-corresponding author. Test-time deep thinking that infers implicit environment rules to guide agent exploration.
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. 830+ GitHub Stars.
Collaborative Evolving Strategy for Automatic Data-Centric Development
ArXiv 2024. Co-first author. Collaborative evolving strategy for data-centric development. 15,100+ GitHub Stars.
xu-yang
RD2Bench: Toward Data-Centric Automatic R&D
ICLR 2024 Workshop. First author. RD2Bench / RD-Agent for data-centric automatic R&D. Featured in the Microsoft Build 2025 keynote; 15,100+ GitHub Stars.