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• DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications
  2021 · 109 citations
• Robust Harmful Features Under Jailbreak Attacks: Mechanistic Evidence from Attention Head Specialization in Large Language Models
  2026
• What Makes a Good Diffusion Planner for Decision Making?
  2025
• Habitizing Diffusion Planning for Efficient and Effective Decision Making
  2025
• Variational Recurrent Models For Solving Partially Observable Control Tasks
  2019
• Learning Memory-dependent Continuous Control From Demonstrations
  2021
• Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors
  2020
• threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning
  2021
• Toward Open-ended Embodied Tasks Solving
  2023
• Understanding and Improving Training-free Loss-based Diffusion Guidance
  2024