Causal Reasoning in Medical Digital Twins: Methods and Architectures Sakhaa Alsaedi, Ph.D. Student, Computer Science Apr 29, 03:00 - 05:00 B3 R5209 explainable AI reasoning causal representation learning medical digital twins personalized medicine AI AI for healthcare
Private and Robust Learning for Decision Making Yulian Wu, Ph.D. Student, Computer Science Apr 14, 15:00 - 17:00 B4 R5220; Zoom Meeting 98132861421 decision making Trustworthy AI privacy-preserving AI Data Privacy machine learning artificial intelligence AI
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
Learning to Identify and Exploit Neural Network Dynamics in Multi-Step Inference Haozhe Liu, Ph.D. Student, Computer Science Mar 9, 13:30 - 15:30 B4 L5 R5220; Zoom Meeting 95866424218
Assessing Network Middlebox Impact on End-to-End Protocol Behavior via a Distributed and Reprogrammable Framework Ilies Benhabbour, Ph.D. Student, Computer Science Mar 4, 13:00 - 16:00 B5 L5 R5220 cybersecurity Cryptography distributed computing
Efficient Machine Learning for Scientific and Medical Applications Yasir Ghunaim, Ph.D., Computer Science Feb 4, 18:00 - 20:00 B4/5 L0 A0215 Efficient Machine Learning machine learning Graph Neural Networks
Overcoming Catastrophic Forgetting: From Efficiency to Safety Lama Alssum, Ph.D. Student, Computer Science Dec 11, 14:00 - 15:00 B3 L5 R5220 AI machine learning Computer Vision
First Provably Optimal Asynchronous SGD for Homogeneous and Heterogeneous Data Arto Maranjyan, Ph.D. Student, Computer Science Dec 4, 08:30 - 11:00 B4/5 L0 A0215 machine learning optimization asynchronous algorithms Training
Balancing Accuracy and Efficiency: Compact Representations for Flow and Multivariate Visualization Amani Ageeli, Ph.D. Student, Computer Science Nov 25, 10:00 - 12:00 B3 L5 R5220 Scientific Visualization real-time rendering computer graphics interactive visualization large datasets multivariate functional data
Observer-Relative Flow Visualization and Objective Feature Extraction Xingdi Zhang, Ph.D. Student, Computer Science Nov 19, 16:30 - 18:00 B1 L4 R4214 visual computing scientific computing deep learning
On adopting Gauss maps into geometry tools for Computer-Aided Design Victor Ceballos Inza, Ph.D. Student, Computer Science Nov 10, 11:30 - 13:00 B1, L3, R3426 gauss maps computer-aided design
AI-Driven Smart Wearables in Health and Sport Application Luyao Yang, Ph.D. Student, Networking Research Lab Nov 10, 09:00 - 11:00 B1 L3 R3119 smart health
Visual Analytics for Macromolecular Science Deng Luo, Ph.D. Student, Computer Science Aug 25, 14:00 - 16:00 B1 L2 R2202; Zoom Meeting 96140008642 bioinformatics artificial intelligence nanovisualization
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
The Many Faces of Compression: Theory and Practice in Federated Optimization Elnur Gasanov, Ph.D. Student, Computer Science May 28, 10:00 - 12:00 B3, L5, R5209 compression methods communication efficiency proximal algorithms
Bridging AI and Spatial Biology to Navigate Biological Landscapes Haoyang Li, Ph.D. Student, Computer Science May 20, 11:00 - 13:00 B3 L5 R5209; Zoom Meeting 2343423945 AI artificial intelligence Computational biology bioinformatics spatial transcriptomics
Towards Privacy-preserving Artificial Intelligence (PAI) for Healthcare and Bioinformatics Juexiao Zhou, Ph.D. Student, Computer Science May 20, 09:00 - 11:00 B3, L5, Room 5209 privacy-preserving AI Federated learning healthcare applications
Data–Driven Mining of Causal Disease Relations to Enhance Disease Centric Predictions Sumyyah Toonsi, Ph.D. Student, Computer Science May 15, 10:00 - 11:00 B4 L5 R5209
Optimization Methods and Software for Federated Learning Konstantin Burlachenko, Ph.D. Student, Computer Science May 8, 19:00 - 21:00 B5 L5 R5209
Modeling and Simulation of Carbon Dioxide Storage in Geological Layers Shuai Lu, Ph.D. Student, Computer Science May 8, 12:00 - 14:00 B2 L5 R5220
Relations between Decision Trees and Decision Rule Systems Kerven Durdymyradov, Postdoctoral Research Fellow, Computer Science May 4, 11:00 - 13:00 B5 L5 R5220 decision trees machine learning
On Complexity of Decision Trees for Decision Tables from Closed Classes Azimkhon Ostonov, Postdoctoral Research Fellow, Computer Science May 4, 09:00 - 11:00 B5 L5 R5220 decision trees machine learning
Towards Trustworthy News Recommendation Systems Manal A. Alshehri, Ph.D. Student, Computer Science May 1, 17:00 - 19:00 B3 L5 R5209 machine learning artificial intelligence personalized recommendations Generative Adversarial Networks
Strategies for Improving Communication Efficiency in Distributed and Federated Learning: Compression, Local Training, and Personalization Kai Yi, Ph.D. Student, Computer, Electrical and Mathematical Sciences and Engineering Apr 14, 18:00 - 20:00 B5 L5 R5209
Cellular Mesoscale Visualization from Electron Microscopy Imaging Ngan Nguyen, Ph.D. Student, Computer Science Jun 6, 13:00 - 15:00 B1 L4 R4214
Stein Variational Gradient Descent and Consensus-Based Optimization: Towards a Convergence Analysis and Generalization Lukang Sun, Ph.D. Student, Computer Science May 30, 11:00 - 14:00 B3 L5 R5220
Compressed Communication in Distributed Deep Learning and Generative Language Models Hang Xu, Ph.D. Student, Computer Science May 28, 15:00 - 17:00 B2 L5 R5209
Towards Trustworthy AI-Generated Text Xiuying Chen, Ph.D. Student, Computer Science Mar 24, 15:00 - 17:00 B3 L5 R5209 language models AI-generated text
Natural Language Models For Unnatural Languages Wamiq Para, Ph.D. Student, Computer Science Nov 20, 14:00 - 16:00 B1 L2 R2202
Efficient Algorithms for Vision and Language Learning Jun Chen , Ph.D. Student, Computer Science Nov 14, 12:15 - 14:15 B1 L3 R3426
Learning Sequential Modeling Algorithms for Motion Forecasting, Reinforcement Learning, and Vision-Language Understanding Deyao Zhu, Ph.D. Student, Computer Science Nov 12, 15:00 - 16:30 B1 L4 R4214
Interpretable Learning on Heterogeneous Graphs Qiang Yang, Ph.D. Student, Computer Science Nov 7, 15:00 - 17:00 B3 L5 R5220
Molecular Generation via Deep Generative Models Changsheng Ma, Ph.D. Student, Computer Science Oct 24, 14:30 - 16:30 KAUST
Tackling the Communication Bottlenecks of Distributed Deep Learning Training Workloads Chen-Yu (Elton) Ho, Ph.D. Student, Computer Science Aug 14, 08:00 - 10:00 B2 L5 R5220
Prioritizing Causative Genomic Variants by Integrating Molecular and Functional Annotations from Multiple Biomedical Ontologies Azza Althagafi, Ph.D. Student, Computer Science Jul 20, 13:00 - 17:00 B2 L5 R5220
Ontology design patterns and methods for integrating phenotype ontologies Sarah Alghamdi, Ph.D. Student, Computer Science Jul 20, 09:00 - 10:00 B3 L5 R5209. bio-ontology phenotype ontologies
Exploiting Data Sparsity in Matrix Algorithms for Adaptive Optics and Seismic Imaging Yuxi Hong, Ph.D. Student, Computer Science Jun 7, 14:30 - 17:00 B2 R5209; Matrix Algorithms machine learning High Performance Computing
Towards the Inference, Understanding, and Reasoning on Edge Devices Guoqing Ma, Ph.D. Student, Computer Science May 10, 14:00 - 16:00 B1 L3 R3119
Towards Data-efficient Graph Learning Qiannan Zhang, Ph.D. Student, Computer Science May 2, 18:00 - 20:00 KAUST
Latent Space Manipulation of GANs for Seamless Image Compositing Anna Fruehstueck, Ph.D., Computer Science Apr 17, 17:30 - 18:30 B5 L5 R5220 Generative Adversarial Networks image synthesis texture synthesis
Interpretation, Verification and Privacy Techniques for Improving the Trustworthiness of Neural Networks Arnaud Dethise, Ph.D. Student, Computer Science Mar 22, 12:30 - 14:30 B1 L3 R3119
Generative Models for Neural Fields Ivan Skorokhodov, Ph.D. Student, Computer Science Feb 15, 20:10 - 22:00 B1 L2 R2202 Deep generative models
Extracting Semantic and Geometric Information in Images and Videos using GANs Rameen Abdal, Ph.D. Student, Computer Science Feb 15, 18:00 - 20:00 B1 L2 R2202 GaN
Towards Richer Video Representation for Action Understanding Humam Alwassel, Ph.D., Computer Science Jan 23, 18:30 - 20:30 B2 L5 R5209 Computer Vision machine learning Human Activity Recognition
Towards Structured Intelligence with Deep Graph Neural Networks Guohao Li, Ph.D., Computer Science Oct 5, 18:00 - 20:00 B5 L5 R5209 graph machine learning Graph Neural Networks
Optimal Algorithms for Affinely Constrained, Distributed, Decentralized, Minimax, and High-Order Optimization Problems Dmitry Kovalev, Ph.D. Student, Computer Science Sep 14, 16:00 - 18:30 B5 R5220 optimization machine learning
Drug Repositioning through the Development of Diverse Computational Methods using Machine Learning, Deep Learning, and Graph Mining Maha Thafar, Ph.D. Student, Computer Science Jun 30, 08:30 - 10:30 KAUST Computational biology machine learning Deep learning graph mining
High-Performance Scientific Applications Using Mixed Precisions and Low-Rank Approximations Powered by Task-based Runtime Systems Rabab Alomairy, Postdoctoral Research Fellow, King Abdullah University of Science and Technology Jun 20, 11:00 - 13:00 B9 L4 R4223 Tile Low Rank Algorithmic redesign Task based Runtime Systems
