Program for Tuesday, June 30th: Talk View

PROGRAM FOR TUESDAY, JUNE 30TH: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

09:00-09:50 Keynote Lecture 3

10:20-10:40

Host Behavioral Consistency Modeling for Causal and Interpretable Intrusion Detection

B. Xu, Y. Li, Y. Gong, L. Li, C. Zhang, T. Tian, B. Jiang, Z. Lu

10:40-11:00

An Efficient User-Kernel Access Control Scheme for Lightweight Data Connectors

Mengxiang Zhu, Wenlong Kou, Yunchuan Guo, Yanru He, Kui Geng, Liang Fang

11:00-11:20

GroupTEE: Efficient Group-Oriented Secure Channel Establishment for TEEs

Jinghui Zhang, Hai Liu, Wenlong Kou, Fenghua Li, Yunchuan Guo

11:20-11:40

From Alert Flood to Actionable Intelligence: Reconstructing Attack Chains via TTP Sequences Using LLMs and

Ruijie Qi, Wenxin Le, Ruiqi Wang, Yingxiao Xiang, Yepeng Yao, Jiang Zhengwei

10:20-10:40

Efficient Accelerated Graph Edit Distance Computation on GPU

Adel Dabah, Andreas Herten

10:40-11:00

Qubit Routing via swap Network: a Minimum Dominating Path Approach

Riccardo Romanello, Daniele Lizzio Bosco, Giuseppe Serra, Carla Piazza

11:00-11:20

Domination data reduction rules for the directed feedback vertex set problem

Sylwester Swat, Marta Kasprzak, Piotr Łukasiak

11:20-11:40

Graph-Based Modeling of Alignment Relations and Pattern Detection

Rita Nathalia Assaf, Frédéric Lardeux, Frédéric Saubion

11:40-12:00

Aggregating Columnar Data on Cluster File Systems

Jonas Hahnfeld, Jakob Blomer, Thorsten Kollegger

10:20-10:40

Boundary-Rejection-Sampling for Computing Pareto Fronts Efficiently and Uniformly

Markus Herrmann-Wicklmayr, Kathrin Flaßkamp

10:40-11:00

Non-Extreme Individual Minima for Improved Pareto Front Sampling Efficiency and Decision-Making

Markus Herrmann-Wicklmayr, Kathrin Flaßkamp

11:00-11:20

Thresholded FOCI for Undirected Graph Structure Learning with Binary Variables

Konrad Furmańczyk

11:20-11:40

Parameter Prediction Under Ambiguity: Single-Target vs. Multi-Choice Models for IEA Configuration on

Paweł Kolendo, Wojciech Chmiel, Joanna Kwiecień

10:20-10:40

Comparative study of Linear Attention Architectures for Geopotential Height Forecasting

Varuni Katti Sastry, Vishwas Rao

10:40-11:00

AI for Wildfire: Detection and Spread Forecasting via multi-source and multi-modal data-driven

Sina Mehrdad, Andrew Clelland, Rossella Arcucci

11:00-11:20

Learning Latent Economic Dynamics of Floods

Anna Bellaver, Blas Kolic, Francesco Bonchi, Marco Pangallo

11:20-11:40

Conformal Prediction for Quantifying Uncertainty in Idealized Atmospheric Models

Catherine George, Tijana Janjic, Alireza Javanmardi, Eyke Hüllermeier

10:20-10:40

Scaling Encodings to Larger Alphabets for Peptide-Based Data Storage

Nils Hoppe, Gerd Specht, Lena Wiese

10:40-11:00

Initial Study on Cancer Diagnosis using AI/NLP and Expert System Integration

M. Pelc, S. Stemplewski, W. Bauer, T. Kajdanowicz, A. Kawala-Sterniuk

11:00-11:20

Network Curvature as a Geometric Biomarker for Identifying Disease-related Subnetworks

Marianna Milano, Pietro Guzzi

11:20-11:40

A Comparative Analysis of EEG Network Construction Strategies for Discriminating PNES

I. Lazzaro, V. Popello, M. Milano, A. Gambardella, C. Zucco, M. Cannataro

11:40-12:00

Decision--Centric Network Sensing: Topology-Aware Control of Adaptive Graph Exploration

Krzysztof Malczewski

10:20-10:40

Scalability of parallel shared-memory isogeometric alternating-direction solver

Wasielski, Medina, Woźniak, Łoś, Sepulveda, Paszyńska, Paszyński

10:40-11:00

AVS-FE Simulations of Hard Magnetic Soft Materials subject to Steady State Electromagnetic Fields

Joshua C. Rath, Albert Romkes

11:00-11:20

Isogeometric alternating-directions CO2 sequestration simulator

Askold Vilkha, Marcin Loś, Maciej Paszyński

11:20-11:40

Graph grammar model for mesh refinements for high-order polygonal discontinuous Petrov-Galerkin

A. Paszyńska, A. Oliver Serra, P. Maczuga, M. Dobija, K. Ćwikła, S. Mamoń

10:20-10:40

A Fractional Physics-Informed Neural Network with Ensemble Learning for Dengue Forecasting

Harshit Harshit, Priyanka Harjule

10:40-11:00

Vasculitis Outcome Prediction Using Machine Learning and Federated Learning

Woźniak et.al

11:00-11:20

Data-Driven Structural Optimization of Descriptive Norms: Bridging Micro and Macro Dynamics in Medical

Chao Li, Ilia Derevitskii, Sergey Kovalchuk

11:20-11:40

Mechanistic Modeling of Stress-Induced Glucose Dysregulation: Calibrating a Coupled HPA-Metabolic Framework to the UK

Rezo Getsadze, Qiziyi Cao, Shivam Kumar, Vivek M. Sheraton

10:20-10:40

Quantum-Classical Hybrid Algorithms for Darcy Flow

James Liu

10:40-11:00

Investigating the Influence of Red Blood Cell Heterogeneity on Cell Transport and Blood Flow

Runxin Wu, Mohammed Shihab Kabir, Aristotle Martin, Wentao Ma, Amanda Randles

11:00-11:20

Continuous Data Assimilation Enhanced Nonlinear Solvers for the p-Laplace Equation

Lin Mu

11:20-11:40

Pore-Scale Modeling Framework with Embedded Boundaries and Automatic Jacobian Construction

Sahar Amir, Shuyu Sun

11:40-12:00

A Novel Tensor Resistance-Based Pore-Network Model for Pore-Scale Fluid Flow in Porous Media

Shuyu Sun, Lu Zhang, Tao Zhang

12:00-12:30 Poster Session

13:50-14:40 Keynote Lecture 4

15:00-15:20

Automated Machine Learning Framework for Generating Pseudorandom Antenna Designs Conditioned on Operational Frequency

Bartosz Czaplewski, Tom Dhaene

15:20-15:40

Fast Multi-Objective Antenna Design by ANN-Based Machine Learning with Gradient-Based Design

Slawomir Koziel, Anna Pietrenko-Dabrowska

15:40-16:00

Bayesian-optimized Neural Network for Evaluating the Operational Range of Freeform Microstrip

Michał Wyciszkiewicz, Bartosz Czaplewski

16:00-16:20

Convolutional Neural Network-Based Prediction of Reflection Response for Free-Form Antenna Designs

Bartosz Czaplewski

15:00-15:20

The Rise of Conversational Modeling in Predictive Oncology

Filip Reka, Paulina Dziwak, Bartosz Minch, Witold Dzwinel

15:20-15:40

What Do Neural Radiance Fields Offer for 3D Human Reconstruction?

Kamil Opalach, Joanna Porter-Sobieraj, Robert Sitnik

15:40-16:00

Non-destructive characterization of clay-printed components using mobile CT imaging in sustainable additive

Chmelnizkij, Vollmert, Dragos, Hagemann, Grün, Paetzold, Dora, Schropp, Smarsly

16:00-16:20

Rule-Based Federated Learning for Healthcare

Kamil Woźniak, Jose Sousa, Bartlomiej Sniezynski

16:20-16:40

Multiscale Modeling of Shear-Dependent Tumor Cell Adhesion

Aristotle Martin, Mohammed Shihab Kabir, Runxin Wu, Amanda Randles

15:00-15:20

Adaptive Resolution Scheme for Non-additive Molecular Three-Body Potentials

Jose Alfonso Pinzon Escobar, Philipp Neumann

15:20-15:40

A Scalable Numerical Framework for Predicting Particle Transport in Bifurcating Vascular Networks

Md Zaheen Tamzeed Kabir, Jon McCullough

15:40-16:00

A Multiscale Modelling Framework for Endothelial Cells Monolayers: From RhoGTPase Network Dynamics to Barrier

Antonio Acquaviva, Vivek M. Sheraton, Peter Hordijk, Alfons Hoekstra

16:00-16:20

Multiscale modeling of solvent responsive gels: bridging COSMO-RS model with dissipative particle dynamics

P. Aranala Gurumoorthi, R. Li, A. Alexeev, I. Smirnova, P. Gurikov

16:20-16:40

A Unified Autoregressive-Diffusion Framework for Stable Long-Horizon and High-Resolution Multiscale Flow

Xiao Xue, Tianyue Yang, Mingyang Gao, Maida Wang, Peter Coveney

15:00-15:20

When One Becomes n: Realizing Distributed Concurrency with ARBOC

Samarth Bhat Yermal, Varun Shenoy, Vibhav Tiwari, Samar Garg, Gowri Srinivasa

15:20-15:40

A distributed ROS2 architecture for low-cost navigation based on virtual boundary logic

García González, Cruz García, Álvarez Sánchez, Villarrubia González

15:40-16:00

Clickbait detection: quick inference with maximum impact

S. Kuntur, P.K. Ningrum, A. Wróblewska, M. Ganzha, M. Paprzycki

15:00-15:20

From Table Constraints to QUBO Models for Quantum Annealing

Philippe Codoggnet, Eric Monfroy

15:20-15:40

Auto Quantum Machine Learning for Multisource Classification

Tomasz Rybotycki, Sebastian Dziura, Piotr Gawron

15:40-16:00

Towards quantum machine learning for assessing the resilience of post-quantum cryptography

Jaroslaw Miszczak

16:00-16:20

Cavity-Enhanced Collective Quantum Processing with Polarization-Encoded Qubits

Wereszczyński, Cyran, Brzezowski, Załużny, Potoniec, Wiśniowski, Michalczuk

15:00-15:20

Scheduled Temporal Loss Weighting for Neural Operators

Oluwaseun Coker, He Wang, Amirul Khan, Peter Jimack

15:20-15:40

Time-slices based training of Physics Informed Neural Networks for 3D Non-Stationary Thermal Inversion

Maciej Sikora, Maciej Paszynski

15:40-16:00

PINNs for Electromagnetic Wave Propagation

Nilufer K. Bulut

16:00-16:20

An Implicitly Differentiable Framework for Physics-Informed Wind Turbine Blade Design Optimization

L. Costa Barbosa, A. Mauricio de Almeida Cortes, L.S. Bahiense da Silva Leite

15:00-15:20

Generative Control of k-Space: \\A Foundation-Model Approach to Self-Optimizing MRI with Transformers, Diffusion Priors, and Adversarial

Krzysztof Malczewski

15:20-15:40

Validating the Clinical Utility of CineECG 3D Reconstructions through Cross-Modal Feature

K. Dobiczek, M. Mozolewski, S. Bobek, M. Szafarczyk, P. van Dam, G. Nalepa

15:40-16:00

Uncertainty-Aware Multi-Task Deep Learning Framework for Cervical Lesion Segmentation and

Betelhem Wubineh, Andrzej Rusiecki, Krzysztof Halawa

16:00-16:20

3D Segmentation of Coronary Arteries in Computer Tomography Angiography

Dmitrii Evtyukhov, Georgy Kopanitsa, Oleg Metsker, Sergey Kovalchuk

15:00-15:20

Petrov-Galerkin Immersed Finite Element Approximation of Darcy/Darcy-Forchheimer Flow in Fractured Porous Media with Nonconforming

Jijing Zhao, Shuyu Sun

15:20-15:40

Mechanistic Modeling of Vorticity-Facilitated Platelet Aggregation in Stenotic Expansions

Niksa Mohammadi Bagheri, Gábor Závodszky

15:40-16:00

Molecular Dynamics and First-Principles Study on Hydrogen Separation from Hydrogen-Blended Natural Gas using Palladium-Silver Alloy

Ziming Hu, Jingfa Li, Bo Yu, Jiale Xiao, Yanxin Wang

16:00-16:20

Numerical Modeling of Electromigration Effects for Subsurface Geological Carbon Sequestration

Lijian Jiang, Tian Qiao, Shuyu Sun, Dunhui Xiao, Xuejun Xu, Tao Zhang

16:20-16:40

A fast combined momentumed Newton-SSI solver for multicomponent phase equilibrium PT flash

Aqin Xiao, Shuyu Sun

09:50-10:20 Coffee Break

12:30-13:50 Lunch

16:40-17:10 Coffee Break