Scalable Methods for Multivariate Normal Probability Estimation with Applications in Confidence Region Detection, Transport Phenomena, and Parallel Computing Using RCOMPSs Xiran Zhang, Ph.D. Student, Statistics May 14, 15:00 - 17:00 B2 R5209 geospatial statistics spatio-temporal statistics High Performance Computing HPC multivariate statistics GPU Algorithms
Bayesian Spatio-Temporal Modeling for Environmental Monitoring and Epidemiology: Disaggregation and Disease Spread Dynamics Fernando Rodriguez Avellaneda, Ph.D. Student, Statistics May 14, 14:00 - 16:00 B3 R5220
Enabling Seamless Connectivity via Virtualization Technologies in 6G Integrated Networks Sahar Ammar, Ph.D. Student, Electrical and Computer Engineering May 13, 12:00 - 14:00 B1 R4214 Reinforcement Learning networks Non-Terrestrial Networks Cellular Networks Virtualized Network Function 6g wireless systems machine learning network slicing
Efficient Spike Encoding for Sigma-Delta RF Receivers: An End-to-End Neuromorphic Radio Classification System Kuilian Yang, Ph.D. Student, Electrical and Computer Engineering May 12, 17:30 - 19:30 B2 R5209 automatic modulation classification cognitive wireless systems spiking neural networks edge computing FPGA accelerators sparse computation streaming dataflow FPGA
Differentiable Optics for Automated Optical Design and End-to-end Computational Imaging Xinge Yang, Ph.D. Student, Computer Science May 11, 17:00 - 18:30 B1 R2202 differentiable optics computational imaging optical design automated design augmented reality virtual reality AR VR
Multimodal Agents: From Automation toward Open-Ended Self-Improvement Mingchen Zhuge, Ph.D. Student, Computer Science May 9, 17:30 - 19:30 B4 R5220; Zoom Meeting 91489077683 AI agents coding Multi-agent systems world models recursive self-improvement LLM Deep Reinforcement Learning
Learning under Limited Information across Federated, Multi-Agent, and LLM Settings Salma Kharrat, Ph.D. Student, Computer Science May 7, 15:00 - 16:45 B3 R5220 Federated learning personalized learning decentralized learning Reinforcement Learning black-box optimization prompt optimization decentralized systems combinatorial optimization observability inference Trustworthy AI trustworthy machine learning intelligent systems LLM
Modeling Complex Dependence in Multivariate Time Series, with Applications to Brain Signals Paolo Victor Redondo, Ph.D. Student, Statistics May 5, 15:00 - 17:00 B2 R5209; Zoom Meeting 95773646717 extreme statistics Biostatistics brain signals multivariate statistics Time Series
Cavity-Engineered VCSELs with Integrated Photodetectors for Optical Entropy and Security Hang Lu, Ph.D. Candidate, Electrical and Computer Engineering Apr 30, 15:30 - 17:00 B2 R5220; Zoom Meeting 94108463874 semiconductor lasers VCSEL optical entropy randomness source Secure communication
Towards an Early Warning System for Climate-Sensitive Infectious Diseases: Spatio-Temporal Modeling and Deep Learning for Dengue Forecasting in Brazil Xiang Chen, Ph.D. Student, Statistics Apr 30, 13:00 - 16:00 B5 R5209 spatio-temporal modeling geospatial statistics infectious disease explainable AI Public Health climate data deep learning computational predictions
A Unified and Computationally Efficient Non-Gaussian Statistical Modeling Framework Xiaotian Jin, Ph.D. Student, Statistics Apr 29, 15:00 - 16:30 B4 R5209 latent Gaussian models spatio-temporal statistics stochastic algorithms multivariate statistics
Reinforcement Learning and Optimization in Large Action Spaces under Limited Feedback Fares Fourati, Ph.D. Student, Electrical and Computer Engineering Apr 29, 15:00 - 16:45 B2 R5209 Reinforcement Learning machine learning combinatorial multi-armed bandits large action spaces limited feedback efficient exploration submodular optimization black-box optimization global optimization
On Cross Validation, Log Gaussian Cox Process and Variational Bayes Hans Montcho, Ph.D. Student, Statistics Apr 29, 10:00 - 12:00 B2 R5220; Zoom Meeting 99219689653 Bayesian computational technique Bayesian computational statistics latent Gaussian models Point patterns spital point patterns
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
Probabilistic Shaping Based Modulation Schemes for Spectral-Efficient VLC systems Amanat Kafizov, Ph.D. Student, Electrical and Computer Engineering Apr 28, 15:00 - 16:30 B1 L3123 Visible light communications visible light communication systems spectral efficiency probabilistic shaping optical wireless communication systems
Disease Nowcasting Using Integrated and Adaptive Statistical Models Yang Xiao, Ph.D. Student, Statistics Apr 28, 10:00 - 12:30 B5 R5220; Zoom Meeting 93296195795 Adaptive modeling Public Health bayesian inference
SPDE-Based Geostatistical and Point Process Models for Environmental and Urban Network Applications Damilya Saduakhas, Ph.D. Student, Statistics Apr 15, 13:00 - 15:00 B5 R5209; Zoom Meeting 96585312249 SPDEs geostatistics oceanography monitoring multivariate spatial processes environmental applications
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
Statistical Modeling of Financial Extremes and Volatility Dynamics Junshu Jiang, Ph.D. Student, Statistics Apr 6, 14:00 - 17:00 B2 R5220 Quantitative finance Statistical Modeling extreme events numerical analysis
Synergizing Nanophotonics and Artificial Intelligence: From Inverse Design to Intelligent Optical Frontends Qizhou Wang, Ph.D. Student, Electrical and Computer Engineering Apr 2, 13:00 - 15:00 B3 R5220 AI artificial intelligence nanophotonics computational imaging deep learning Computer Vision hyperspectral imaging intelligent systems
Microwave Characterization of Plasmonic Antennas and Transmission Lines at Mid-Infrared Frequencies Through Near-Field Imaging Igor Getmanov, Ph.D. Student, Electrical and Computer Engineering Apr 2, 05:00 - 07:00 B3 R5220 THz antennas plasmonic structure electronic integrated devices
Low-Noise Tunable Quantum-Dot Lasers for Coherent FMCW Ranging and High-Speed Optical Communications Xiangpeng Ou, Ph.D. Student, Electrical and Computer Engineering Apr 1, 15:00 - 16:30 B3 R5209 quantum dot lasers laser photonics on-chip light sources
Free-Space Optics for Non-Terrestrial Networks: Energy-Sustained Platforms and Photon-Counting Receivers Heyou Liu, Ph.D. Student, Electrical and Computer Engineering Apr 1, 13:30 - 15:00 B5 R5209 wireless communication systems Free Space Optics Non-Terrestrial Networks Stochastic Geometry
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
Isotropic Geometry and Applications in Geometric Computing Khusrav Yorov, Ph.D. Student, Applied Mathematics and Computational Science Jan 15, 10:30 - 12:00 B3 L5 R5209 Isotropic Geometry geometry processing discrete differential geometry
From Images to Neural Scenes: Efficient Rendering, Robust Editing, and Human-Aware Reconstruction Sara Rojas Martinez, Ph.D., Electrical and Computer Engineering Jan 12, 04:00 - 06:00 Zoom Meeting ID 97415296117 machine learning 3D reconstruction visual computing
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
Safety-Aware Pre-Flight Trajectory Planning for Urban and Rural UAVs Under Mechanical and GPS Failure Scenarios Amin Almozel, Ph.D. Student, Electrical and Computer Engineering Dec 8, 12:30 - 14:30 Building 4, Level 5, Room 5209 safety planning uav failures trajectory design
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
Phenomenological and Mechanistic Modeling of Gene Regulatory Dynamics in Cell Differentiation Using Single-Cell Data Juan Pablo Bernal Tamayo, Ph.D., Applied Mathematics and Computational Science Nov 26, 10:00 - 12:00 B24 (Innovation Cluster) L3 R3302
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
Trustworthy Learning for Multichannel Biosignals: Calibrated Uncertainty, Long-Range State-Space Modeling, and Inverse-Rate Regularization Jiahao Hu, Ph.D. Student, Electrical and Computer Engineering Nov 24, 16:00 - 17:30 B3 L5 R5220; Zoom Meeting 91006648759
The TetraheDrone: Motorizing Alexander Graham Bell's Kites Bilal Maassarani, Ph.D. Candidate, Electrical and Computer Engineering Nov 20, 15:00 - 16:00 B5 L5 R5209; Zoom Meeting 93320066680
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
Modeling, Analysis, and Control for Planning and Operation of Modern Mixed-Generation Power Systems Otavio Bertozzi, Ph.D. Student, Electrical and Computer Engineering Nov 19, 09:30 - 10:30 B5, L5, R5209 mixed-generation power systems stability-aware modeling data-driven planning and operation renewable energy integration
High Specificity Microwave Wearable Biosensors for Remote Health Monitoring Firas Fatani, Ph.D. Student, Electrical and Computer Engineering Nov 16, 08:00 - 10:00 B2/3 L0 R0215 Antenna Integration Microwave circuits Biosensors wearable technology Flexible and Disposable Wireless Sensors additive manufacturing electromagnetics
Vecchia Approximations of Gaussian Processes on GPUs for Scalable Spatial Modeling and Computer Model Emulation Qilong Pan, Ph.D. Student, Statistics Nov 12, 09:00 - 11:00 B5 L5 R5209 statistics spatio-temporal statistics GPU Computing HPC
Towards Flexible Polyhedral Nets Pirahmad Olimjoni, Ph.D. Student, Applied Mathematics and Computational Science Nov 10, 14:30 - 15:30 B4 L5 R5209 Isotropic Geometry discrete differential geometry applied mathematics algorithms optimization
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
Urban Air Mobility Communications: Performance Analysis and Design Abdullah Abu Zaid, Ph.D. Student, Electrical and Computer Engineering Nov 3, 14:00 - 16:00 B1 L2 2202 urban air mobility communications wireless communication
Computational and Statistical Advances in Spatio-Temporal Modeling: Causality, Deep Learning, and High-Performance Computing Zipei Geng, Ph.D. Student, Statistics Nov 2, 16:00 - 18:00 B2, L5, R5209 spatio-temporal modeling causality and deep learning high-performance computing
Performance Analysis for High Altitude Platform Station-Assisted Wireless Communication Networks Zhengying Lou, Ph.D. Student, Electrical and Computer Engineering Nov 2, 16:00 - 17:30 B1, L3, R3123 high altitude platform stations Non-Terrestrial Networks wireless communication networks
Proper Random Walk Spline Models Eman Kabbas, Ph.D. Student, Applied Mathematics and Computational Science Nov 2, 15:00 - 17:00 B3 L5 R5209 Bayesian and computational Statistics data science
On Computation and Robustness Issues in Spatial Statistics Sihan Chen, Ph.D. Student, Statistics Oct 30, 14:30 - 16:30 B2, L5, R5220 robust spatial inference computational methods spatial statistics
Learning-Based Observer Design for Nonlinear Systems with Convergence Guarantees Yasmine Marani, Ph.D. Student, Electrical and Computer Engineering Oct 14, 10:00 - 12:00 B3 L5 R5220
Innovative Multi-Band Antenna Designs for Internet of Sea Applications Hanguang Liao, Ph.D. Student, Electrical and Computer Engineering Sep 8, 14:00 - 16:00 B2, L5, R5209
