Accepted Papers
FITAT 2025 Papers
The accepted papers can be downloaded from this link.
| ID | Title | Author Names | Track | Session | Session Theme | Room |
|---|---|---|---|---|---|---|
| 3 | Enhancing COVID-19 Diagnosis: Leveraging GAN-Based Image Augmentation and Deep Learning for Improved Chest X-ray Classification | Agrawal, Anupam* | Session 2 | Machine Learning & Optimization | A118 | |
| 8 | Explainable Decomposed Reward Q-learning with Roulette Wheel Selection in Maze Navigation | Nguyen, Dac* | Session 2 | Machine Learning & Optimization | A118 | |
| 10 | Generative Design of MOFs via Metal Site Substitution using Variational Autoencoders | Nguyen, Ngoc Giang* | Session 2 | Machine Learning & Optimization | A118 | |
| 11 | Model Expansion and Evolution | Jeong, SunWoo*; Lee, Keon Myung | Session 2 | Machine Learning & Optimization | A118 | |
| 12 | Accurate Hardware-Aware NAS: Joint Dataflow and Architecture Search via Analytical Cost Modeling | Jeong, SunWoo*; Hong, Jaemoo; Lee, Keon Myung | Session 2 | Machine Learning & Optimization | A118 | |
| 13 | Improving Mamba for Tabular Data through Attention-Based Architecture | Jeon, Jonghun*; Lee, Keonmyung | Session 3 | Data Analytics & Big Data | A119 | |
| 14 | Leveraging Foundation Models for Memory Initialization in Neural Turing Machines | Han, Chan Sik* | Session 3 | Data Analytics & Big Data | A119 | |
| 15 | Exploring the Impact of Data Embedding Methods on Transformer-based Time Series Anomaly Detection | Han, Chan Sik* | Session 3 | Data Analytics & Big Data | A119 | |
| 17 | Intelligent Energy Utilization Visualization Interaction System based on Electric Vehicles Charging Behavior Analysis | Wang, Ling*; Li, Wanshuo; Xun, Xirao; Zhou, Tie Hua | Session 3 | Data Analytics & Big Data | A119 | |
| 19 | Deep Q-Learning Estimation Biases in Portfolio Optimization | Hong, Jaemoo* | Session 3 | Data Analytics & Big Data | A119 | |
| 25 | GK-MeAI: Using Graph Embedding and Keyword-based retrieval to Enhance the Performance of Retrieval Augmented Generation | Phan, Truong* | Session 6 | Applications & Tools | A119 | |
| 30 | 3D Object Pose Estimation for Low-Cost Picking System Using Synthetic Data | Byambaa, Munkhtulga*; Byambatsogt, Gerelmaa; Choimaa, Lodoiravsal | Session 3 | Data Analytics & Big Data | A119 | |
| 31 | Serving Large Language Models: A Practical Benchmarking Study and Introduction to Unified Deployment Framework | Suyal, Mamta*; Tiwari, Ashish; Bandar, Sahil; Nawale, Pratiksha; Osawa, Hirotake; Rajasetty, Gopi; Narayan, Venkataraman | Session 3 | Data Analytics & Big Data | A119 | |
| 37 | Constructing graph-based dataset from UML class diagram for software defect prediction | Tsoodol, Lkhamrolom*, Battulga, Batnyam; Rentsendorj, Javkhlan; Namsrai, Oyun-Erdene; Bold, Naranchimeg; Erdenebaatar, Tsetsegjaragal | Session 3 | Data Analytics & Big Data | A119 | |
| 38 | RASG: Relation-aware Subgraph Extraction for Link Prediction in Biological Knowledge Graphs | Nguyen, Huy*; Bui, Phung; Do, Tai | Session 3 | Data Analytics & Big Data | A119 | |
| 47 | Completing Occluded Indoor Point Clouds for Enhanced Semantic Segmentation in Scan-to-BIM Workflows | Dao, Hieu*; KIM, Minkoo; Kim, Tae-Young | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 48 | Efficient Connect6 Reinforcement Learning via Bitboard Encoding and Bradley-Terry Move Modeling | Nguyen, Dac* | Session 4 | Networking & IoT | A117 | |
| 50 | LatentTabNet: A Transfomer-based Tabular VAE for Imbalanced Classification | Loc, Dinh* | Session 4 | Networking & IoT | A117 | |
| 54 | A Vulkan-Based Rasterization System for High-Performance GPU Rendering | Baek, Nakhoon* | BIGDAS | AI & Deep Learning | #N/A | |
| 55 | Application of Data Mining Techniques in Corporate Sales Analysis | Pagjii, Oyunbileg; Ulambayar, Tsetsegjargal*; Sambuu, Uyanga | Session 4 | Networking & IoT | A117 | |
| 56 | Privacy Concerns and E-Government Participation: The Mongolian Case | Sainnyambuu, Bayasgalan; Sambuu, Uyanga*; Sainbileg, Alungoo; Altantsetseg, Munkhzul | Session 4 | Networking & IoT | A117 | |
| 58 | Auditor Perspectives on AI Use and Adoption in Mongolia’s Audit Sector | Ulambayar, Tsetsegjargal*; Pagjii, Oyunbileg; Luvsandash, Oyuntsetseg; Chimeddorj, Udvalnorov | Session 4 | Networking & IoT | A117 | |
| 59 | Personality recognition using multi-task tuning for personality-based generation | Jeong, Young-Seob* | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 61 | Implementing AI Agents for Enhancing Call Center Services | Battogtokh, Azzaya; Sambuu, Uyanga*; Chagnaa, Altangerel; Gandavaa, Tulga; | Session 4 | Networking & IoT | A117 | |
| 63 | Research on a Multimodal-based Cancer Prediction Miner Integrating Imaging and Genomic Data | Park, Kwang Ho*; Park, Hyunwoo; Jang, Wooyeong; Ryu, Kwang Sun | Session 4 | Networking & IoT | A117 | |
| 64 | An ADMET Ontology Framework for Long-Term Memory Management in LLM Prompting | Kang, Ho Yeon*; Jang, Wooyeong; Park, Kwang Ho; Ryu, Kwang Sun | Session 4 | Networking & IoT | A117 | |
| 65 | Hybrid Graph Neural Architectures for Molecular-Level Drug-Drug Interaction Modeling | Ho, Thi-Linh*; Nguyen, Hoang Long; Le, Van-Vang; Ryu, Keun Ho | Session 4 | Networking & IoT | A117 | |
| 66 | Implementation of Phonetic Posteriorgram-Based Techniques for Improved Voice Conversion | Enkhjargal, Adiyabat*; Lkhagvasuren, Lkhavgatseren; Otgonbayar, Tumurkhuu; Mongol, Bayarpurev; Dorj, Byambajav | Session 4 | Networking & IoT | A117 | |
| 67 | Privacy Literacy and Citizens’ Intent to Use E-Petition Systems in Mongolia | Sainnyambuu, Bayasgalan; Sainbileg, Alungoo*; Altantsetseg, Munkhzul; Sambuu, Uyanga | Session 5 | Systems & Security | A118 | |
| 68 | SpliceGate: A Gated Convolutional Strategy for Efficient Modeling of Long Genomic Sequences | Tianxiang, Liu*; Yongjun, Piao | Session 2 | Systems & Security | A118 | |
| 70 | Constraint-Aware and Privacy-Preserving Tabular Data Generation via Reinforcement Learning | Batbaatar, Erdenebileg*; Namsrai, Oyun-Erdene; Ryu, Keun Ho | Session 5 | Systems & Security | A118 | |
| 71 | PsyFint: Integrating Psychological Profiling and Machine Learning for Enhanced Credit Risk Assessment | Batbaatar, Erdenebileg; Shijir, Byambajargal*; Bayarmagnai, Nandin-Erdene; Jargalsaikhan, Gantuka; Galbaatar, Khuslen; Enkhtuvshin, Telmen; Altantsatsralt, Khosgarig; Ganbat, Mandukhai | Session 5 | Systems & Security | A118 | |
| 72 | Online Opinion Analysis on Medical School Enrollment Expansion Policy: Focusing on Sentiment Analysis and Influence Metrics Based on PLM | Cho, Dae Hyun; Kim, Tae Woo*; Choi*, Sanghyun | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 74 | Choosing an Ethereum Trading Strategy Using Deep Q-Network | Nguyen, Trung*; Pham, Khanh; Le, Giang; Do, Loan | VAST | Session 2 | Machine Learning & Optimization | A118 |
| 75 | Experimental Study on an AI Chatbot for Supporting Self-Regulated Learning in Programming Education | Chuluunbat, Myagmargarmaa*; Lkhagvasuren, Munkhtuya | Session 5 | Systems & Security | A118 | |
| 76 | Proposed Deep Reinforcement Learning Framework for Optimizing Electricity Production at THAC BA | Nguyen, Trang* | VAST | Session 2 | Machine Learning & Optimization | A118 |
| 78 | Application of Deep Q-Networks in Online Retail Product Pricing | Nguyen Thi, Tram* | VAST | Session 2 | Machine Learning & Optimization | A118 |
| 79 | An Efficient Machine Learning-based Framework for Predicting Customer Responses in Bank Direct Marketing | Davagdorj, Khishigsuren; Munkhdalai, Lkhagvadorj*; Ryu, Keun Ho | Session 5 | Systems & Security | A118 | |
| 86 | Development of Non-Contact Continuous Respiratory Rate Monitoring System for NICU using Thermal Imaging. | Altansukh, Javklhan*; Unursaikhan, Batbayar; Byambatsogt, Gerelmaa; Dagdanpurev, Sumiyakhand; Byambaa, Munkhtulga; Choimaa, Lodoiravsal; Furukawa, Hiroki ; Sun, Guanghao | Session 5 | Systems & Security | A118 | |
| 92 | A Resource-Efficient Deep Network for Post-Fire Satellite Mapping | Umirzakova, Sabina*; Muksimova, Shakhnoza ; Baltayev, Jushkin ; Mardieva, Shokhzoda ; Mardieva, Sevara ; Nasridinov, Aziz | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 93 | MedXAI-LLM: A Large Language Model-Driven Explainable AI Framework for Interpretable Medical Vision Analysis | Muksimova , Shakhnoza *; Umirzakova, Sabina; Fayzieva, Malika; Iskhakova, Nargiza | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 94 | Contextual Anomaly Detection and Feature Engineering in Modeling On- and Off-Target Sites for a Single-Cut Genome Editing Experiment Using CRISPR-Cas9 Nucleases | Powierża, Maciej*; Romańczuk, Katarzyna; Huk, Maciej; Łaczmański, Łukasz | Session 5 | Systems & Security | A118 | |
| 100 | AI Research Leaders: Geographic Distribution and Career Mobility | Lee, Junghwan*; Lee, Yeonseok | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 101 | A Federated Learning Approach using Pre-trained BART Models for Text Classification and Generation Tasks | Pham, Quang-Vinh; Le, Xuan-Tuyen; Le, Quang-Hung* | Session 5 | Systems & Security | A118 | |
| 102 | Ensemble-Based Hybrid Forecasting Model for Photovoltaic Power Generation in Newly Established Plants | Yun, Jiseop*; joe, seongju; Yun, Dongkyu; Nguyen, Nhu Gia; choi, sanghyun | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 106 | Unstructured Crop Quality Classification via Image Segmentation of Multi-Instance Images Using Deep Learning | Park, Ki Tae*; Yun, Ji-seob ; Choi, Woo-seok; Choi, Sang-hyun | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 114 | GPP-TransVAE: Transformer-based Conditional VAE with a Gaussian Process Prior for Predicting Longitudinal Alzheimer's Disease Trajectory | Heo, Jinwon; Yang, Hyung-Jeong* | Session 5 | Systems & Security | A118 | |
| 116 | Identification of Key Molecules and Mechanisms Related to Neoadjuvant Chemotherapy Resistance in Ovarian Cancer Based on Single-Cell Sequencing | Mei, Zhongyin* | Session 2 | Applications & Tools | A118 | |
| 118 | AI Applications in Healthcare: Trends, Challenges, and Opportunities | Bashir, Mohamed* | Session 6 | Applications & Tools | A119 | |
| 119 | Split Federated Learning with Gradient Synchronization | Choi, Min*; Dinh Anh, Tuan | Session 6 | Applications & Tools | A119 | |
| 127 | The Role of Continuous Integration and Continuous Deployment in Modern DevOps Practices | Chhun, Rotanakkosal*; Kong, Vungsovanreach; Chan, Sokheang; Vorn, Naro; Kim, Tae-Kyung | BIGDAS | Session 1 | AI & Deep Learning | A117 |
| 128 | Modular Deep Learning Object Detection for Workplace Fire and Smoke Safety Management | Joe, Seong-ju; Yun, Dong-kyu*; Kim, Tae Woo; Kim, Tae-Sung; Choi, Sanghyun | BIGDAS | Session 1 | Machine Learning & Optimization | A117 |
| 130 | DeepGeoMap: Geospatial Object Mapping from Urban Street-Level Video | Lew, Dong June; Ahn, Dae Yeong; Nam, Kwang Woo* | Session 6 | Applications & Tools | A119 | |
| 131 | MV-PoseGCF: A Multi-View Pose-Driven Graph Convolutional Framework for Unsupervised Action Segmentation in Manufacturing | Kim, Jeong-Hun*; Nam, Kwang Woo; Nasridinov, Aziz | BIGDAS | Session 1 | Machine Learning & Optimization | A117 |
| 132 | Multi-copter Condition Health Monitoring Based on Flight Control System Logs | Lee, Heon Gyu*; Yun, Young Tae | Session 6 | Applications & Tools | A119 | |
| 133 | Image Content and its Embedding Dimension – Relation between Patterns and the Dimension of its Manifold Space | Chakraborty, Goutam*; Ivanovska, Tatyana; Ayyaswamy, Lokesh; Reddy, Praveen K.; Molaka, Subhash; Patti, Lakshman | Session 6 | Applications & Tools | A119 | |
| 134 | Efficient Korean License Plate Recognition on Edge Devices with Prompt-Guided Data Preparation and Temporal Voting | Kombozi, Lomaliza* | Session 6 | Applications & Tools | A119 | |
| 135 | Framework for Ontology-Based Semantic Interoperability in Heterogeneous Digital Twins | Lee, Yangkoo*; Han, Jiwoo; Park, Kyounghyun; Yoon, Daesub | Session 6 | Applications & Tools | A119 | |
| 136 | A fusion method of Swin Transformer and U-Net model for Cell image Segmentation | Vo Quang, Phuc; Le Van, Vinh*; Tran Nhat, Quang; Tran Tien, Duc | Session 3 | Data Analytics & Big Data | A119 | |
| 137 | Towards a Microservices Architecture for Digital Twin Data Management and Interoperability | Han, Jiwoo*; Lee, Yangkoo; Park, Kyounghyun; Yoon, Daesub | Session 6 | Applications & Tools | A119 | |
| 138 | Automated Continuous Model Optimization Framework for Intelligent Digital Twins | Park, Kyounghyun*; Han, Jiwoo; Lee, Yangkoo; Yoon, Daesub | Session 6 | Applications & Tools | A119 |