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        -  CS 165B: Machine Learning
            
 Instructor, UCSB, Spring 2025
-  CS 291: Trustworthy ML in Security
            
 Instructor, UCSB, Spring 2024, Winter 2025
-  CS 529: Security
                Analytics
            
 Instructor, Purdue, Fall 2023
-  CYBER 366: Malware Analytics
            
 Instructor/Teaching Assistant, Penn State, Fall 2019
 Awarded the Excellent Teaching Award
-  Neural Network, Fuzzy Control and Expert System
            
 Teaching Assistant, SJTU, Spring 2015
 
        - Program Committee Member:
            - NeurIPS: 2025 (Area chair), 2024, 2023, 2022, 2021
- ICML: 2025, 2024, 2023, 2022, 2021
- ICLR: 2025, 2024, 2023, 2022
- USENIX Security: 2026, 2025, 2024
- ACM CCS: 2025, 2024, 2023, 2022, 2021
- IEEE S&P: 2026
- AAAI: 2023, 2022, 2021 
- Conference/Workshop/Tutorial Organizer:
            - SIGCOMM'23 Tutorial: Closed-Loop âML for Networksâ Pipelines
- MLsys'23 (Workflow Chair)
- Journal Reviewer:
            - Nature
- IEEE Access
- Artificial Intelligence
- ACM Transaction on the Web
- Transactions on Machine Learning Research
- ACM Transactions on Privacy and Security
- ACM Transaction on Cyber-Physical Systems
- IEEE Transactions on Software Engineering
- IEEE Transactions on Dependable and Secure Computing
- IEEE Transactions on Neural Network and Learning Systems
- IEEE Transactions on Emerging Topics in Computational Intelligence