SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories
Paper • 2606.01311 • Published • 18
Ningyu Zhang
Ningyu
AI & ML interests
NLP, Knowledge Editing
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LongDS-Bench: On the Failure of Long-Horizon Agentic Data AnalysisOrganizations
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LightThinker++: From Reasoning Compression to Memory Management
Paper • 2604.03679 • Published • 38
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language
Paper • 2604.19667 • Published • 22
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis
Paper • 2604.24198 • Published • 22
OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models
Paper • 2605.00877 • Published • 15
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
Paper • 2605.22878 • Published • 58
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
Paper • 2605.28732 • Published • 39
Rethinking Memory as Continuously Evolving Connectivity
Paper • 2605.28773 • Published • 32
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