Repositories list
113 repositories
LightMem-Ego
Public[EMNLP 2026] LightMem-Ego: Your AI Memory for Everyday LifeJevLoop
PublicActa: A Decision-Centric Runtime for AgentsEasyEdit
Public[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.LLMAgentPapers
PublicMust-read Papers on LLM Agents.LightRSI
Public[EMNLP 2026] LightRSI is a modular runtime for lightly deploying recursive self-improvement loops in long-horizon LLM agents.MobileMem
PublicMobileMem: Learning from a Year of Mobile ExperiencesSciAtlas
PublicA Large-Scale Knowledge Graph for Automated Scientific ResearchDataMind
Public[ICLR/AAAI/KDD/EMNLP2026] Open-Source LLM-Based Data Analysis AgentsSkillNet
PublicCreate, Evaluate, and Connect AI SkillsMechanist
PublicAI Systems as Scientific Instruments for Understanding the Mechanisms of IntelligenceLabVLA
PublicLabVLA: Grounding Vision–Language–Action Models in Scientific LaboratoriesSkillNet-Fabric
PublicSkillFabric: Weaving Task-Specific Wikis for Agentic Skill RoutingLightMem
Public[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented GenerationAutoSciRub
PublicLearning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research AgentsMemBase
PublicA Comprehensive Benchmarking Framework for Long-Term Conversational Memory LayersSkillX
PublicSkillX: Automatically Constructing Skill Knowledge Bases for AgentsMemTrapBench
PublicBenchmarking Cognitive Traps in LLM Memory UseSkillNet-Gym
PublicSkillNet-Gym: A Dynamic Benchmark for Compositional Skill LearningKnowledgeEditingPapers
PublicMust-read Papers on Knowledge Editing for Large Language Models.OneDayAgent
PublicOneDayAgent: Towards a Long-Horizon Harness for Autonomous AgentsMemTrace
PublicMemTrace: Tracing and Attributing Errors in Large Language Model Memory SystemsSkillAdaptor
PublicSkillAdaptor: Self-Adapting Skills for LLM Agents from TrajectoriesDeepKE
Public[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and ConstructionxKG
Public[ACL 2026] Executable Knowledge Graphs for Replicating AI Researchpredict-before-execute
Public[ACL 2026 SAC Highlight Award] Can We Predict Before Executing Machine Learning Agents?Skills
PublicLightThinker
Public[EMNLP 2025] LightThinker: Thinking Step-by-Step CompressionInnoEval
Public[ICML 2026] InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning ProblemParametricMemoryLaw
PublicHow LoRA Remembers? A Parametric Memory Law for LLM Finetuningsmartcomment
PublicA lightweight Python tracing toolkit for recording execution graphs from existing systems.
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