publications

Complete list of publications.

Refereed Conference and Journal Publications

  1. Syed Hasan Amin Mahmood, Ming Yin, and Rajiv Khanna. On the Support Vector Effect in DNNs: Rethinking Data Selection and Attribution. In Proceedings of the 31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Toronto, Canada, August 2025.
  2. Zhuoran Lu, Syed Hasan Amin Mahmood, Zhuoyan Li, and Ming Yin. Mix and Match: Characterizing Heterogeneous Human Behavior in AI-Assisted Decision Making. In Proceedings of the 12th AAAI Conference on Human Computing and Crowdsourcing (HCOMP), Pittsburgh, PA, October 2024.
  3. Syed Hasan Amin Mahmood, Zhuoran Lu, and Ming Yin. Designing Behavior-Aware AI to Improve the Human-AI Team Performance in AI-Assisted Decision Making. In Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI), Jeju, South Korea, August 2024.
  4. Syed Hasan Amin Mahmood and Ahmed Abbasi. Using Deep Generative Models to Boost Forecasting: A Phishing Prediction Case Study. In Proceedings of the IEEE International Conference on Data Mining (ICDM) Workshops, Sorrento, Italy, November 2020.
  5. Syed Hasan Amin Mahmood, Syed Mustafa Ali Abbasi, Ahmed Abbasi, and Fareed Zaffar. Phishcasting: Deep Learning for Time Series Forecasting of Phishing Attacks. In Proceedings of the IEEE International Conference on Intelligence and Security Informatics (ISI), Virtual Conference, November 2020.

Workshop Papers, Posters, and Extended Abstracts

  1. Syed Hasan Amin Mahmood and Rajiv Khanna. On the Support Vector Effect in DNNs: Rethinking Last Layer Sensitivity-based Instance Attribution. In the NeurIPS Workshop on Attributing Model Behavior at Scale (ATTRIB), New Orleans, LA, December 2023.
  2. Hasan Amin, Zhuoran Lu, and Ming Yin. Give Weight to Human Reactions: Optimizing Complementary AI in Practical Human-AI Teams. In the ICML Workshop on Artificial Intelligence & Human Computer Interaction, Honolulu, HI, July 2023.