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Ningyu Zhang
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- MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use
- Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence
- MobileMem: Learning from a Year of Mobile Experiences
- OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents
- LightMem-Ego: Your AI Memory for Everyday Life
- LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories
- How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
- Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
- Aligning Agentic World Models via Knowledgeable Experience Learning
- Can We Predict Before Executing Machine Learning Agents?
- Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
- Retrieval-augmented Prompt Learning for Pre-trained Foundation Models
- InnoGym: Benchmarking the Innovation Potential of AI Agents
- LightMem: Lightweight and Efficient Memory-Augmented Generation
- Executable Knowledge Graphs for Replicating AI Research