First Provably Optimal Asynchronous SGD for Homogeneous and Heterogeneous Data Arto Maranjyan, Ph.D. Student, Computer Science Dec 4, 08:30 - 11:00 B3/5 L0 A0125 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
Learning-Based Approaches for Next-Generation Intelligent Networks Liang Zhang, Ph.D. Student, Electrical and Computer Engineering Apr 5, 14:00 - 16:00 KAUST communication network problems communication networks
To Encourage or to Restrict: the Label Dependency in Multi-Label Learning Zhuo Yang, Ph.D. Student, Computer Science Mar 30, 17:30 - 19:30 KAUST machine learning data mining
Omics-based Metastasis Prediction using Machine Learning and Deep Learning Somayah Albaradei, Ph.D. Student, Computer Science Mar 30, 14:00 - 15:00 KAUST bioinformatics Computational biology machine learning Computer Vision
Towards Generalized and Robust Knowledge Association Shichao Pei, Ph.D. Student, Computer Science Nov 2, 16:00 - 18:00 KAUST
On Seven Fundamental Optimization Challenges in Machine Learning Konstantin Mishchenko, Ph.D. Student, Computer Science Oct 4, 17:00 - 18:00 KAUST
Computational Imaging and Its Applications in Fluids Jinhui Xiong, Ph.D. Student, Computer Science Sep 6, 16:00 - 17:00 KAUST
Stylistic and spatial disentanglement in GANs Yazeed Alharbi, Ph.D., Computer Science Aug 12, 14:00 - 16:00 KAUST Computer Vision machine learning generative adversarial network Deep learning
