Algorithmically Faithful and System-Efficient Optimization for Large Language Models Liangyu Wang, Ph.D. Student, Computer Science Sep 8, 13:30 - 16:30 B4 R5209; Zoom Meeting 99767080624 LLM Neural Network training algorithms Optimization for Machine Learning LLM training systems
Provable and Measurable Machine Unlearning in Modern Learning Systems Cheng-Long Wang, Ph.D. Student, Computer Science Mar 10, 10:30 - 12:30 B2 L5 R5209 Machine Unlearning Data Privacy Trustworthy AI Federated learning machine learning AI
Towards Usable and Useful Explainable AI Lijie Hu, Ph.D. Student, Computer Science Jul 7, 17:00 - 19:00 B3 L5 R5220 explainable AI Large Language Models multimodal models
Explainability and Efficiency in Spatio-Temporal Models: Applications to Traffic Forecasting Xiaochuan Gou, Ph.D. Student, Computer Science Jul 6, 15:00 - 18:00 B5 L5 R5209 traffic forecasting Graph Neural Networks model interpretability
Modern Privacy-preserving Machine Learning: Rigorous Approach for Data Privacy Zihang Xiang, Ph.D. Student, Computer Science Jul 6, 10:00 - 12:00 B3 L5 R5216 privacy-preserving machine learning Differential privacy Federated learning
Spatiotemporal Machine Learning for Real-world Complex Systems: Enhancing Smart Transportation with Robust AI ZIyue Li, Assistant Professor, Information Systems Department, University of Cologne, Germany May 8, 13:00 - 14:00 B1 L4 R4214
