Technical Program

 

Thursday, October 16, 2025

Friday, October 17, 2025

Saturday, October 18, 2025

 

Friday, October 17, 09:50 - 11:30
Venezia room (5th floor)

09:50 - 10:10
Decoding brain states from EEG using Transformer architectures View Paper
Sabina Volcov Eugen-Richard Ardelean Vasile Vlad Moca Raul Cristian Mureșan Mihaela Dînșoreanu	Technical University of Cluj-Napoca, RO Transylvanian Institute of Neuroscience, RO Transylvanian Institute of Neuroscience, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

10:10 - 10:30
EnfXAI: Enhancing Seizure Detection with Interpretable Deep Neuro-Fuzzy Architectures View Paper
Flavia Costi Emanuel Covaci Ovidiu Roman Darian Onchis Codruta Istin
Abstract: TBA

10:30 - 10:50
A comparative analysis of time-frequency transforms as feature extraction for spike sorting View Paper
Terec Razvan Eugen-Richard Ardelean Raul Cristian Muresan Vasile Vlad Moca Mihaela Dinsoreanu	Technical University of Cluj-Napoca, RO Transylvanian Institute of Neuroscience, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

10:50 - 11:10
Evaluating Time Series Representation Methods for Rehabilitation Exercise Recognition View Paper
Vlad-Alexandru Florea Alexandru Sorici Ștefan Saraev Lidia-Elena Manea Octavian Manea	National University of Science and Technology "Politehnica" Bucharest, RO
Abstract: TBA

11:10 - 11:30
Lightweight and Interpretable CNNs for Multi-Label ECG Diagnosis on the Edge View Paper
Catalin Aurelian Popa Radu Dogaru
Abstract: TBA

CV: Special session: Automated Driving 1
Friday, October 17, 09:50 - 11:30
Ball room

09:50 - 10:10
Optimization of DNNs Using a Hardware Aware Two Stage NAS for Automotive Embedded Targets View Paper
Andrei Liviu Viman Mihai Negru Martin Rapp Taha Soliman	Robert Bosch Engineering Center, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

10:10 - 10:30
Open-World Video Panoptic Segmentation for Aerial Perception using Foundation Models View Paper
Natalia Boncea Vivian Chiciudean Florin Oniga Sergiu Nedevschi	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

10:30 - 10:50
DriverTracker: A Hybrid Approach for Driving Behavior Analysis View Paper
Tudor-George Goian Marius-George Marcu
Abstract: TBA

10:50 - 11:10
Gaze Tracking via L2CS-Net Pipeline with Ridge Regression and Kalman Post-filtering View Paper
Ioana-Maeva Carbunescu-Stoenescu Mircea Giurgiu
Abstract: TBA

11:10 - 11:30
Region-Aware Token Aggregation for Fine-Grained Change Detection View Paper
Bianca-Cerasela-Zelia Blaga	Technical University of Cluj-Napoca, RO
Abstract: TBA

Friday, October 17, 09:50 - 11:30
Beijing room (5th floor)

09:50 - 10:10
Electronic Control Unit Mechanical Architecture Optimization using Machine Learning View Paper
Diana-Nicoleta Zaha
Abstract: TBA

10:10 - 10:30
A System for Logic Circuits Interpretation from Hand-Drawn Diagrams View Paper
Alexandru Cristian Moldovan Constantin Ioan Nandra	Technical University of Cluj-Napoca, RO
Abstract: TBA

10:30 - 10:50
Improving Integrated Circuit Manufacturing Flow Through Machine Learning: A Focus on Pre-Silicon Verification View Paper
Alecsandra Rusu Marius Neag Marina Țopa
Abstract: TBA

10:50 - 11:10
Augmenting Unsupervised Anomaly Detection in PET Bottle Manufacturing Data View Paper
Radu Sorostinean Catalina Neghina Arpad Gellert
Abstract: TBA

11:10 - 11:30
Detecting Anomalies in Distributed RPC Traffic with Isolation Forests View Paper
Andrei-Marius Muntea Radu-Marian Portase Gheorghe Sebestyen-Pal	Technical University of Cluj-Napoca, RO
Abstract: TBA

Friday, October 17, 11:50 - 13:30
Venezia room (5th floor)

11:50 - 12:10
A Survey of Compositionality Mechanisms in Neural Models în Support of Explainability View Paper
Florin Leon	Gheorghe Asachi Technical University of Iași, RO
Abstract: TBA

12:10 - 12:30
Towards Modeling Semiconductor Laser Systems via Deep Learning: A Preliminary Study View Paper
Radu Razvan Slavescu Vasile Tronciu Sergiu Zaporojan Natalia Gubceac	Technical University of Cluj-Napoca, RO Technical University of Moldova, Republic of Moldova
Abstract: TBA

12:30 - 12:50
An approach to using Self-Supervised Learning for Spike Sorting View Paper
Andrei-George Iclodean Eugen-Richard Ardelean Vasile Vlad Moca Raul Cristian Muresan Mihaela Dinsoreanu	Technical University of Cluj-Napoca, RO Transylvanian Institute of Neuroscience, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

12:50 - 13:10
Predicting Drug Sensitivity in TP53-Mutated Cancer via Quantum Boltzman Machines View Paper
Vasile Vancea
Abstract: TBA

13:10 - 13:30
Parallel String Matching on GPU: An Evaluation of KMP, Boyer–Moore, and BWT with CUDA View Paper
Mihai-Bogdan Petre Marius-Sabin Tabirca
Abstract: TBA

CV: Special session: Automated Driving 2
Friday, October 17, 11:50 - 13:30
Ball room

11:50 - 12:10
Check DTC On Message Event for Automotive Industry Using CAN Protocol View Paper
Florian Krech
Abstract: TBA

12:10 - 12:30
CAPSD: Confidence-Aware Promptable Segmentation Distillation for Small Dataset Transformer-Based Models View Paper
Andreea-Maria Onaci Mihai Negru	Technical University of Cluj-Napoca, RO
Abstract: TBA

12:30 - 12:50
L-Shape Bounding Box Detector for LiDAR Point-Clouds View Paper
Vlad Lazar Robert Varga	Technical University of Cluj-Napoca, RO
Abstract: TBA

12:50 - 13:10
Semantic Segmentation from Object Detection using Foundation Models View Paper
Alex Schiau Vivian Chiciudean Florin Oniga Sergiu Nedevschi	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

13:10 - 13:30
LiWXAI, Interpretable and Efficient LiDAR-based Weather Condition Detection and Identification using GLCM and AI-based Methodology View Paper
Alexandre Jacquemart Sio-Song Ieng Mokrane Hadj-Bachir Dominique Gruyer
Abstract: TBA

Friday, October 17, 11:50 - 13:30
Beijing room (5th floor)

11:50 - 12:10
Multimodal Learning with Augmentation Techniques for Natural Disaster Assessment View Paper
Adrian-Dinu Urse Dumitru-Clementin Cercel Florin Pop	National University of Science and Technology "Politehnica" Bucharest, RO National Institute for Research and Development in Informatics (ICI), Bucharest, RO
Abstract: TBA

12:10 - 12:30
A Semi-Automated System for Face Registration and Recognition in Video Streams View Paper
Laurențiu Neghină Raluca Didona Brehar	Technical University of Cluj-Napoca, RO
Abstract: TBA

12:30 - 12:50
Face Recognition System using Fully Homomorphic Encryption View Paper
Talida Dirnu Vlad-Cristian Miclea	Technical University of Cluj-Napoca, RO
Abstract: TBA

12:50 - 13:10
To Flash or Not To Flash: A Case Study on Vine Foliar Disease Detection View Paper
Robert Konievici Barna Keresztes Levente Tamas
Abstract: TBA

13:10 - 13:30
ContrastRelevance: Supervised Contrastive Learning and Binary Relevance for Imbalanced Multi Label Classification View Paper
Iulia-Maria Rus Raluca Portase Rodica Potolea Mihaela Dinsoreanu	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

Friday, October 17, 14:40 - 16:20
Venezia room (5th floor)

14:40 - 15:00
Fine-Tuning HateBERT for Hateful Speech Classification View Paper
Victor Andrei Căbulea Marian Flămînzanu-Mateiuc Stefan Daniel Achirei
Abstract: TBA

15:00 - 15:20
HarmLLaMA: Harmful Language Detection with Large Language Models View Paper
Ciprian-Octavian Truică Elena-Simona Apostol Alexandru-Gabriel Ilie Adrian Paschke	National University of Science and Technology "Politehnica" Bucharest, RO National University of Science and Technology "Politehnica" Bucharest, RO
Abstract: TBA

15:20 - 15:40
A Comparative Survey of Social Bias in Text and Image Generation: Gaps, Directions and Compliance with the EU AI Act View Paper
Andrei-Cristian Rad Camelia Lemnaru	Technical University of Cluj-Napoca, RO
Abstract: TBA

15:40 - 16:00
From Documents to Data: Integrated Generation and Management of EHRs in a Web-Based Medical Platform with AI support View Paper
Alexandru Predescu Mariana Mocanu Adina Magda Florea	National University of Science and Technology "Politehnica" Bucharest, RO National University of Science and Technology "Politehnica" Bucharest, RO National University of Science and Technology "Politehnica" Bucharest, RO
Abstract: TBA

16:00 - 16:20
Speaker Anonymization via GAN-driven Artificial Embeddings and Prosody Transfer View Paper
Dumitru-Cosmin Melinte Mircea Giurgiu
Abstract: TBA

CV: Medical Image Processing
Friday, October 17, 14:40 - 16:20
Ball room

14:40 - 15:00
Automatic Multi-Class Segmentation and Landmark-Based Osteotomy Planning for Hip Arthroplasty View Paper
Ioana Teodora Spinciu Ștefana Duță Corina-Elena Petean Alina Elena Sultana Eduard Liciu Doru-Daniel Cristea
Abstract: TBA

15:00 - 15:20
Automatic Scoliosis Assessment via Cobb Angle Estimation using I-MedSAM-Based Instance Segmentation View Paper
Daria-Eugenia Mihaila Raluca Didona Brehar	Technical University of Cluj-Napoca, RO
Abstract: TBA

15:20 - 15:40
Withdrawal time estimation per anatomical region in colonoscopy videos View Paper
Florin Dumitrescu Maria-Andreea Tudosie Mihai Trăscău	National University of Science and Technology "Politehnica" Bucharest, RO
Abstract: TBA

15:40 - 16:00
Segmentation of the Retinal Vascular Network and Biomarker Quantification in OCTA Imaging View Paper
Darius Iulian Stan Mihnea Bogdan Jurcă Raluca Didona Brehar	Technical University of Cluj-Napoca, RO
Abstract: TBA

16:00 - 16:20
Inception_RetNet: Pioneering Diabetic Retinopathy Detection with Dual Attention Innovation View Paper
Iulia Oltean Tiberiu Marita	Technical University of Cluj-Napoca, RO
Abstract: TBA

Friday, October 17, 14:40 - 16:20
Beijing room (5th floor)

14:40 - 15:00
Fault Tolerant 3D Reconstruction using Fusion of Complementary Depth Estimation Approaches View Paper
Mircea Paul Muresan Sergiu Nedevschi	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

15:00 - 15:20
Faint satellite streak detection using the raw output of a YOLO-type object detector View Paper
Attila Füzes Zsombor Somai Lara Taraș-Zinveliu Răzvan Itu Vlad Turcu Radu Dănescu	Technical University of Cluj-Napoca, RO Technical University of Cluj Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

15:20 - 15:40
Adapting Multi-Modal Transformers for Crop Yield Prediction in Data-Scarce Regions: A Case Study for Romania View Paper
Ștefania Iuga Andrei Bulzan Cosmin Cernăzanu-Glăvan
Abstract: TBA

15:40 - 16:00
Enhancing Mask R-CNN to Improve Camouflaged Object Detection View Paper
Maria Zubașcu Cristian-Cosmin Vancea	Technical University of Cluj-Napoca, RO
Abstract: TBA

16:00 - 16:20
Real-Time Distributed Multi-Threaded Vision System for Traffic Surveillance with Dynamic Calibration and CNN-Based Detection View Paper
Sergiu-Ionut Cionte Dragos-Florin Lisman
Abstract: TBA

Friday, October 17, 16:40 - 18:20
Venezia room (5th floor)

16:40 - 17:00
Subword Tokenization for Agglutinative Low-Resource Languages: A Case Study on Crimean Tatar View Paper
Enghin Omer Mariana Mocanu	National University of Science and Technology "Politehnica" Bucharest, RO
Abstract: TBA

17:00 - 17:20
Knowledge Graph Integration in Natural Language Processing for the Smart Cooking Domain View Paper
Vlad Vadean Vlad Andrei Negru Camelia Lemnaru Rodica Potolea	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

17:20 - 17:40
Comparative Analysis of LSTM Models and Large Language Models for Stock Trend Forecasting with Sentiment Analysis and Google Trends View Paper
Razvan Andrei Moga
Abstract: TBA

17:40 - 18:00
Adverse Event Detection in medical documents - Non-Pharmaceutical Substances View Paper
Luminita Marghescu Rodica Potolea	Technical University of Cluj-Napoca, RO
Abstract: TBA

18:00 - 18:20
Specialized Information Retrieval with Improved Reliability via LLM Finetuning View Paper
George Catalin Robotin Radu Razvan Slavescu	Technical University of Cluj-Napoca, RO
Abstract: TBA

CV: Special session: Automated Driving 3
Friday, October 17, 16:40 - 18:20
Ball room

16:40 - 17:00
Transferability of software update requirements from the automotive industry to fire alarm systems: A case study View Paper
Ulrich Rabe Jörg Wollert	FH Aachen University of Applied Sciences, DE
Abstract: TBA

17:00 - 17:20
Semantic Reconstruction and Infrared Anomaly Detection in ADAS Perception Systems View Paper
Timotei-Cristian Morar Vlad-Cristian Miclea	Technical University of Cluj-Napoca, RO
Abstract: TBA

17:20 - 17:40
VISION-RISK: Vision-Language Model for Risk Assessment in Explainable Autonomous Driving Systems View Paper
Andrei Bogdan Constantin Vlad Negru Camelia Lemnaru Rodica Potolea	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

17:40 - 18:00
Reliability of the post training-quantized vision models - a conformal prediction study View Paper
Calin Timbus Camelia Lemnaru	Technical University of Cluj-Napoca, RO
Abstract: TBA

18:00 - 18:20
Predicting Lap Times in Formula 1 : A Deep Learning Approach Using LSTM Networks View Paper
Muhammed Faruk Kara Ayhan Küçükmanisa
Abstract: TBA

Friday, October 17, 16:40 - 18:00
Beijing room (5th floor)

16:40 - 17:00
Energy Foresight: Predicting Daily Demand with Combined Technique View Paper
Elena Hadarau Raluca Laura Portase Rodica Potolea	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

17:00 - 17:20
Privacy Preservation Techniques with Federated Learning in IoT Context View Paper
Codruta Maria Serban Gheorghe Sebestyen Anca Hangan	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

17:20 - 17:40
Distributed Optimization Mechanism for Increasing Renewables Penetration Rate in Energy Communities View Paper
Adrian-Marian Schiop Dan Mitrea Tudor Cioara	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

17:40 - 18:00
A Blockchain-based Framework for Microgrids Energy Trading Using Greedy Mechanisms View Paper
Iulia-Olivia Cipleu Viorica Rozina Chifu Cristina Bianca Pop Ionut Anghel Cioara Tudor	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

Saturday, October 18, 09:00 - 10:40
Venezia room (5th floor)

09:00 - 09:20
CTF-PWN100: Automated Binary Exploitation of CTF Challenges Leveraging Large Language Models View Paper
Tudor Cristea Radu-Marian Portase Adrian Colesa	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, Bitdefender, RO
Abstract: TBA

09:20 - 09:40
Software Composition Analysis on Rust Binaries View Paper
Denisa Muntean Ciprian Oprisa	Technical University of Cluj-Napoca, Bitdefender, RO
Abstract: TBA

09:40 - 10:00
Rootalyx: Stealthy Dynamic Analysis for Linux Malware using Kernel-Level Instrumentation and a Hybrid LSTM-Transformer Model View Paper
Doru Leșe Andrei Sântoma Ciprian Oprișa	Technical University of Cluj-Napoca, Bitdefender, RO
Abstract: TBA

10:00 - 10:20
ArA - Evaluating LLM Suitability as Out-of-the-Box Malware Analysts View Paper
Gabriel-Cătălin Raț Andrei Popoviciu Radu-Marian Portase Adrian Coleșa	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

10:20 - 10:40
Detecting Active Operating System Fingerprinting Attempts Using Machine Learning View Paper
Ioan Pădurean Bela Genge	George Emil Palade University of Medicine, Pharmacy, Science and Technology of Targu Mures, RO
Abstract: TBA

Saturday, October 18, 09:00 - 10:40
Beijing room (5th floor)

09:00 - 09:20
Consensus Line Formations in Non-Holonomic Multi-Robot Systems Enabled by Decentralized Approximate MST View Paper
Dan Novischi Adina Magda Florea	National University of Science and Technology "Politehnica" Bucharest, RO
Abstract: TBA

09:20 - 09:40
GPU-based Parallel Collision Detection for AGV Path Planning View Paper
Annalisa Panicieri Ernesto Fontana Dario Lodi Rizzini Stefano Caselli
Abstract: TBA

09:40 - 10:00
AI-Based Anatomical Landmark Recognition for Robot-Assisted Dynamic Dental Implant Surgery View Paper
Paul Tucan Mihaela Hedesiu Vasile Bulbucan Rares Mocan Daria Pisla Calin Vaida Bogdan Gherman Cristian Dinu Doina Pisla
Abstract: TBA

10:00 - 10:20
Crowd density estimation using Bluetooth Low Energy for improved robot guidance in expositional spaces View Paper
Ana Rednic Radu Danescu	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, RO
Abstract: TBA

10:20 - 10:40
Task-Aware Multi-Robot Navigation with RRT and Ant Colony Optimization in ROS2 View Paper
Vlad Matei Draghici
Abstract: TBA

Saturday, October 18, 11:00 - 12:20
Venezia room (5th floor)

11:00 - 11:20
Semantic Compression and Conceptual Symbolic Reasoning over Transformer Embeddings for Interpretable Crime News Classification View Paper
Tayyab Rehman Giovanni De Gasperis Asif Saeed Shahid Salim
Abstract: TBA

11:20 - 11:40
CS-ECC: Chaotic S-box based Elliptic Curve Cryptosystem View Paper
Ionuț-Eduard Matei
Abstract: TBA

11:40 - 12:00
From Opcodes to Semantics: A Hybrid Approach for Function Name Inference in Stripped Binaries View Paper
Remus Petrache Camelia Lemnaru Ciprian Oprisa	Technical University of Cluj-Napoca, RO Technical University of Cluj-Napoca, Bitdefender, RO
Abstract: TBA

12:00 - 12:20
Invisible Image Watermarking through the use of Concentric High-Frequency Bands in the Discrete Fourier Transform (DFT) Domain View Paper
Victor A. Toporan Mihai V. Micea	Politehnica University of Timisoara, RO
Abstract: TBA

CV: Medical Image Processing
Saturday, October 18, 11:00 - 12:00
Beijing room (5th floor)

11:00 - 11:20
Architectural Enhancements to YOLOv12 for Improving Detection of Thoracic Pathologies in Chest X-rays View Paper
Ruxandra Andro Cristian-Cosmin Vancea	Technical University of Cluj-Napoca, RO
Abstract: TBA

11:20 - 11:40
Comparative Analysis of Deep Learning Models for Human Movement Assessment in Physical Rehabilitation View Paper
Camelia Lazar Crina Grosan Maria-Iuliana Bocicor
Abstract: TBA

11:40 - 12:00
Automatic Segmentation of Orbital Walls View Paper
Ioana Tofan Fabian-Andrei Stoica Stefana Duta Alina Elena Sultana Mihail-Theodor Dragomir Eduard Liciu
Abstract: TBA