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Huajun Chen
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- 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
- 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
- Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
- Aligning Agentic World Models via Knowledgeable Experience Learning
- CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs
- 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
- Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
- Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
- Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra
- Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images
- LightMem: Lightweight and Efficient Memory-Augmented Generation
- Executable Knowledge Graphs for Replicating AI Research