Publications

Selected Conference papers

• Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning

  M. Abbas, K. Kar and T.Chen

  Proc. of IEEE Global Communications Conference (GLOBECOM), Cape Town, South Africa, December 08-12, 2024.

• Byzantine-resilient Bilevel Federated Learning

  M. Abbas, Y. Zhou, N. Baracaldo, H. Samulowitz, P. Ram, T. Salonidis

  Proc. of IEEE 13th Sensor Array and Multichannel Signal Processing Workshop (SAM), Corvallis, OR, USA, July 08-11, 2024.

• Enhancing In-context Learning via Linear Probe Calibration

  M. Abbas, Y. Zhou, P. Ram, N. Baracaldo, H. Samulowitz, T. Salonidis and T. Chen

  Proc. of International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, May 02-04, 2024.

• A Nested Ensemble Method to Bilevel Machine Learning

  L. Chen, M. Abbas and T. Chen

  Proc. of Intl. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, June 4-10, 2023.

• Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning

  M. Abbas, Q. Xiao, L. Chen, PY. Chen and T. Chen

  Proc. of International Conference on Machine Learning (ICML), Baltimore, MD, July 17-23, 2022.