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[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers
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[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
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[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation
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Create, Evaluate, and Connect AI Skills
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A Large-Scale Knowledge Graph for Automated Scientific Research
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LabVLA: Grounding Vision–Language–Action Models in Scientific Laboratories
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SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories
A Plug-and-Play, Cost-Efficient, and Lightweight Memory Plugin for Long-Horizon LLM Agents
[ICLR/AAAI/KDD2026] Open-Source LLM-Based Data Analysis Agents
MobileMem: On-Device Memory for Continually Evolving Agents
SkillX: Automatically Constructing Skill Knowledge Bases for Agents
Must-read Papers on LLM Agents.
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