Project Outreach

Posters
  1. Jang, K. J., Dutta, S., Weimer, J., & Lee, I., "Memory classifiers for robust ECG classification," 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Sydney, Australia, 2023.
  2. Park, J., Jang, K. J., Dutta, S., Weimer, J., & Lee, I., "Robust ECG classification with hierarchical domain knowledge," 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Sydney, Australia, 2023.
  3. Pugh, S., Dutta, S., Kaur, R., Yang, Y., Bernardis, E., & Lee, I., "Automated labeling function generation using distance functions for physiological alarm suppression," International Conference on Cyber-Physical Systems (ICCPS), 2023.
  4. Yang, Y., Dutta, S., Jang, K. J., Sokolsky, O., & Lee, I., "Incremental learning with memory regressors for motion prediction in autonomous racing," International Conference on Cyber-Physical Systems (ICCPS), 2023.

Invited Talks & Presentations
  1. Bastani, O., "Large language models for program optimization," Cornell Tech NLP Seminar, New York, NY, February 2024.
  2. Bastani, O., "Large language models for program optimization," Stanford MLSys Seminar, Stanford, CA, February 2024.
  3. Bastani, O., "Safe visual reinforcement learning via conformal prediction," Pennsylvania State University Systems, Controls, and Robotics Seminar, State College, PA, February 2024.
  4. Bastani, O., "Conformal prediction for large language models," Cornell AI Seminar, Ithaca, NY, March 2024.
  5. Bastani, O., "Neurosymbolic reinforcement learning," Workshop on Interpretable Policies in Reinforcement Learning at RLC, August 2024.
  6. Eaton, E., "Composable representations for lifelong learning in autonomous systems," ICRA 2023 Transferability in Robotics Workshop, London, UK, June 2023.
  7. Eaton, E., "Composable representations for lifelong learning in autonomous systems," CogSIMA, Philadelphia, PA, October 2023.
  8. Eaton, E., "Ignite talk on lifelong machine learning," Institute for Biomedical Informatics, Penn Medicine, Philadelphia, PA, October 2023.
  9. Eaton, E., "Adaptive AI for long-term applications," AI for Executives, Penn Engineering, Philadelphia, PA, May 2024.
  10. Eaton, E., "Lifelong learning for autonomous systems: Progress and challenges," ASSET Seminar, University of Pennsylvania, Philadelphia, PA, May 2024.
  11. Jang, K. J., "Learning policies for safe planning and robust perception in autonomous systems," Department of Intelligent Robotics & Mechanical Engineering, Sungkyunkwan University, South Korea, April 2024.
  12. Lee, I., "Towards high-assurance learning-enabled cyber-physical systems," ACM SIGBED Distinguished Lecture, February 2024.
  13. Lee, I., "Towards high-assurance learning-enabled CPS," IEEE SmartComp, June 2024.
  14. Parish-Morris, J., Cho, S., Vurgun, U., Fusaroli, R., Ip, M. H. K., Pelella, M. R., ... & Schultz, R. T., "Automatically-derived lexical features distinguish autistic teens from neurotypical peers and teens with other psychiatric conditions in a natural conversation task," International Society for Autism Research Annual Meeting, Melbourne, Australia, May 2024.
  15. Parish-Morris, J., Cho, S., Vurgun, U., Fusaroli, R., Ip, M. H. K., Pelella, M. R., ... & Schultz, R. T., "Stable acoustic differences between autistic and neurotypical children: A longitudinal telephony study," International Society for Autism Research Annual Meeting, Melbourne, Australia, May 2024.