JCSSE 2026 Parallel Sessions Schedule

Thursday, June 25, 2026

Session 1A : Education and Game
Chairperson: Taweechai Nuntawisuttiwong (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
111:00-11:15A Stealth Assessment System for Inferring Learning Strategies from Puzzle Gameplay
211:15-11:30The Purrfect Comm: An Interactive Game for Learning Data Communication
311:30-11:45Bugtopia: Game-Based Learning for Venomous Insect Symptom Recognition
411:45-12:00Netverse: A Game-Based Learning Environment for Introductory Computer Networking
512:00-12:15Modeling Student Mastery in Calculus Using Knowledge Tracing Techniques
Session 1B : Object Detection
Chairperson: Supaporn Erjongmanee (Kasetsart University, Thailand)
No.TimeTitle
111:00-11:15SpotOn: A Geometry-Aware Multi-Camera Person Tracking System for Real-Time Situational Awareness
211:15-11:30Confidence-Based Occlusion Detection in Human Pose Estimation
311:30-11:45Image-based and LiDAR BEV-based Representations for Object Detection under Real Adverse Weather Conditions
411:45-12:00Benchmarking YOLO Architectures for Real-Time Grocery Item Detection in a Localized Retail Context
512:00-12:15A Real-World Evaluation of a Front-View Ego-Vehicle-Centric Vision-Based ADAS Perception System Using Low-Latency Object Detection
Session 1C : Network and System Security
Chairperson: Chatchai Punriboon (Khon Kaen University, Thailand)
No.TimeTitle
111:00-11:15XASSE: Real-Time XSS Attack Detection and Visualization System Using Retraining Machine Learning and Graph-Based Analysis in the Cloud
211:15-11:30AUVAP: A Policy-Aware Automated Vulnerability Assessment and Penetration Testing Framework
311:30-11:45Strengthening Cyber Defense via Federated Risk-Based Adaptive Multifactor Authentication
411:45-12:00U-HAP: Unified Authorization over Heterogeneous Policies with Efficient Multi-Resource Verification in Kubernetes
512:00-12:15SHARKAPT: An Autonomous LLM-Orchestrated Penetration Testing Framework with MCP-Based Tool Integration
Session 1D : Health and Bioinformatics (1/4)
Chairperson: Mosiur Rahaman (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
111:00-11:15Breast Cancer Classification from Mammogram Images Using CNNs with Radiological Descriptors
211:15-11:30Multimodal Skin Lesion Classification using CNN and MLP Feature Fusion
311:30-11:45A Smart Attention Approach for Automated Identification of Pterygium and Pinguecula in Ocular Images
411:45-12:00Staged Curriculum Learning for Chromosome Detection in Data-Scarce Regimes: Enhancing Model Performance through Difficulty Scoring
512:00-12:15MacroVision: A Two-Stage Localization and Fine-Grained Classification Pipeline for High-Cardinality Food Ingredient Recognition
Session 2A : Generative AI
Chairperson: Teema Leangarun (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
113:30-13:45AP-ProtoSAM: Enhancing ProtoSAM with Mask-Aware Prototypes and Adaptive Prompting for One-Shot Segmentation
213:45-14:00AI-Generated Content on Social Media: Correlations with Persuasion and Disinformation
314:00-14:15TimeAware MoE: Adaptive Structure-to-Details Routing for Diffusion Transformers
414:15-14:30Beyond Static Thresholds: RAG-Enhanced Compliance for New-Account Fraud Detection in Payout Systems
514:30-14:45TERA-RAG: Temporal and Epistemic Reliability for Multi-Agent Debate
Session 2B : Image Processing and Computer Vision (1/2)
Chairperson: Kittichai Lavangnananda (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
113:30-13:45Detection of Sexually Explicit Content in ASCII Art Representations
213:45-14:00Unified Multimodal-Multitask Learning for Vehicle Damage Assessment in Insurance Applications
314:00-14:15myNRC-OCR: A Hybrid OCR Framework for Handwritten Myanmar NRCs Integrating YOLOv8, Tesseract LSTM, TrOCR, and Post-OCR Correction
414:15-14:30FORGE: Fidelity-Oriented Realistic Generation Enhancement for Surface Defect Synthesis
514:30-14:45Subdomain-aware representation compression for pretrained image embeddings
614:45-15:00Rethinking Temporal Interaction with Selective State Space Modeling for Efficient Vision-Language Change Understanding in Remote Sensing
Session 2C : Software Engineering and Development (1/2)
Chairperson: Kittitouch Suteeca (Chiang Mai University, Thailand)
No.TimeTitle
113:30-13:45Gap Analysis of SRS in VSE Game Development Against ISO/IEC 29110 and IEEE 830 Standards
213:45-14:00A Multimodal Large Language Model Approach for Automated Security Requirements Verification
314:00-14:15Exploring Generative AI Factors and Their Impact on Software Development Effort Estimation
414:15-14:30Mission-Aware SBOM Vulnerability Triage with KEV/EPSS and LLM-Based VEX Drafting
514:30-14:45Evaluating AI-Generated Code Quality across Prompting Strategies
614:45-15:00A Construction of Timed Automata to Model ISO/IEC 29110 Software Implementation (SI) Process
Session 2D : Intelligence Systems and Emerging Data Technologies
Chairperson: Sansiri Tarnpradab (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
113:30-13:45Establishing OCR Baselines for Filipino Dance Literature: A Comparative Evaluation of OCR Engines on Archival Texts
213:45-14:00Modeling Student Study Space Occupancy Patterns through Passive Wi-Fi Sensing on a Smart Campus
314:00-14:15Data-Driven Discovery of Governing Physical Laws Using Scientific Machine Learning
414:15-14:30Quantitative Evaluation and Ranking of PM2.5 and Hotspot Mitigation Action Plans in Thailand Using Dynamic Panel Data Analysis
514:30-14:45Graph Attention Networks with Physics-Informed Transport for Fire Smoke Aerosol Prediction in Northern Thailand
614:45-15:00Variational Autoencoder-based Latent Vector Interpolation for Accelerating Molecular Dynamics Sampling of GLP-1R Conformational Dynamics
Session 3A : Computing
Chairperson: Naveed Sultan (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
115:15-15:30Answer Set Programming for Bus Route Finding: A Case Study in Bangkok, Thailand
215:30-15:45Probabilistic Trip Completion Time Prediction of Battery Electric Vehicle Using PRISM
315:45-16:00Swarm Intelligence Optimization Using Multiple Distributions Adapted to the Geometric Structure of Objective Functions
416:00-16:15Effect of Optimizer Choice on Island Class Structures in Dimension-Deficient Classifier Geometry
516:15-16:30Formal Verification of Multiplayer Interaction in Spatial Computing using a Chess Case Study
616:30-16:45Improving Knapsack QUBO Embeddings on D-Wave Systems via a Chained Partial-Sum Formulation
716:45-17:00Fine-Grained Formal Verification of an Asynchronous Speaker Diarization Pipeline Using Hierarchical Timed Colored Petri Nets
Session 3B : Image Processing and Computer Vision (2/2)
Chairperson: Suthathip Chuenwattanapranithi (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
115:15-15:30Yoga Classification and Pose Correction Using YOLOv11 and MediaPipe
215:30-15:45BugTracker: Deep Learning Model for Insect Species Classification and Counting from Yellow Sticky Traps
315:45-16:00A Tri-Tier Digital Twin Architecture for AI-Analytic Sensor Placement
416:00-16:15Automated Selective Color-wise Colony Counting on Spread Plates using Deep Learning and Human-in-the-loop Integration
516:15-16:30A Comparative Study of Image Segmentation Techniques for Mango Images under Pendulum and Vibration Conditions
616:30-16:45Automated Space Object Image Enhancement for Analysis-Ready Data in Space Situational Awareness using Soft Actor-Critic
Session 3C : Machine Learning and Data Analytics
Chairperson: Pakorn Leesutthipornchai (Thammasat University, Thailand)
No.TimeTitle
115:15-15:30A Two-Stage Fine-Tuned Mask R-CNN Pipeline for UAV-Based Urban Tree Inventory
215:30-15:45Physics-Constrained Fire Source Attribution from Sparse Satellite AOD via Spatial Clustering and Neural Residual Correction
315:45-16:00Intervention-Sensitive Evaluation of Causal Structure in ALICE O² Computing Systems
416:00-16:15A Compact Framework for Association Rule Mining with Spurious Rule Filtering
516:15-16:30Credit Risk Assessment through Multiple Machine Learning Models and SHAP-based Interpretability
616:30-16:45Drift-Adaptive Deep Learning for Thai Banking Stock Prediction via ADWIN-Triggered Experience Replay
716:45-17:00Multi-Stage Feature Selection for VMD-Based sEMG Hand Gesture Recognition
Session 3D : Computer Networks and Communications
Chairperson: Vasaka Visoottiviseth (Mahidol University, Thailand)
No.TimeTitle
115:15-15:30Hybrid Machine Learning-Based Real-Time Network Anomaly Detection Using System Logs and NetFlow Data in the ELK Stack
215:30-15:45Hybrid SA-PPO for Communication-Aware Energy-Efficient UAV Control in Agricultural Networked Control Systems
315:45-16:00Real-Time Polyp Characterization via a Dual-Stage Framework with a Color-Mode-Aware Router Module
416:00-16:15Proposal for Parameter Optimization of IEEE 802.1TSN Credit-Based Shaper in Ethernet-Based in-Vehicle Networks
516:15-16:30Proof-Slot Caching: Optimizing Groth16 zk-SNARK Authentication for Ultra-Low-Latency V2V Communication
616:30-16:45Implementation and Performance Evaluation of a 100 Gbps Network Link on Thailand’s National Research and Education Network
716:45-17:00Temporal Graph Neural Network for Semantic Context-Aware Mobility Prediction in 6G Networks

Friday, June 26, 2026


Session 4A : Natural Language Processing and Text Analytics (1/2)
Chairperson: Pascal Bouvry (University of Luxembourg, Luxembourg)
No.TimeTitle
19:00-9:15Development of an Intelligent Agent System for Generating Thai Herbal Articles to Support Modern Wellness Applications
29:15-9:30A Comparative Evaluation of Models for Thai Aspect-Based Sentiment Classification in a Noisy Real-World Domain
39:30-9:45PIC-Thai: Morphologically-Aware Dynamic Chunking for Semantic Integrity in Thai Retrieval-Augmented Generation
49:45-10:00Self-Distillation of XLM-RoBERTa for Multilingual Sentiment Analysis on Imbalanced Data: A Case Study on Malagasy Mobile Application Reviews
510:00-10:15GLiNER-Reg: Generalized text regression using reference prompts
610:15-10:30AraHarMeme: A Multimodal Benchmark for Harmful Meme Detection in Arabic
Session 4B : Hardware, IoT, and Embedded Systems
Chairperson: Thamrongrat Amornraksa (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
19:00-9:15Phase-Compensating System Design Utilizing Numerator Frequency-Response Error
29:15-9:30Evaluation of the Reliability of Markerless Stereo Vision for Automated Hand Movement Assessment
39:30-9:45Performance Analysis of Parallel Bucket Dual Pivot String Sorting on ARM and x86 Shared-Memory Architectures
49:45-10:00Development of a High-Performance Adaptive I/O Library for AVR and ESP32 Based on Source-Sink Circuit Topology Abstraction
510:00-10:15GPU-Accelerated MPC for Comfort-Oriented Adaptive Cruise Control in ADAS
Session 4C : Software Engineering and Development (2/2)
Chairperson: Rajchawit Sarochawikasit (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
19:00-9:15A Comprehensive Framework for Developing a Formal Ontology for Organizational Values Using Semantic Web Technologies
29:15-9:30The Development of Artificial Intelligence-Driven Requirement Management System
39:30-9:45Scrum Master’s Perspectives on AI-Driven Agile Project Management: A Qualitative Study in an Indonesian Telecommunications Firm
49:45-10:00Evolution Context Gap: An Empirical Study of Agent Manifests
510:00-10:15Evaluating the Time-Performance Trade-off of BERT variants in Duplicate Bug Report Detection
610:15-10:30A Lightweight Smartphone-Based System for Contactless Pig Weight Estimation
Session 4D : Health and Bioinformatics (2/4)
Chairperson: Varin Chouvatut (Chiang Mai University, Thailand)
No.TimeTitle
19:00-9:15sCTFlow: 3D MRI-to-sCT with Conditional Rectified Flow
29:15-9:30Multi-Source Breast Ultrasound Analysis using a Hybrid Segmentation-Classification Pipeline
39:30-9:45MALA-Sight: Hybrid Deep Learning Models for Image-Based Malaria Species Screening in Remote Settings
49:45-10:00PreCervAI: Risk Identification of Cervical Cancer with Comprehensive Morphological Classification Using Cell Images from Cervical Lesions
510:00-10:15Data-Driven Application and Comparison of Machine Learning Models for Drug Dissolution Prediction in Pharmaceutical Quality Risk Management
610:15-10:30Pelvic Tumor Segmentation from Multi-Modal MRI Using Three-Branch U-NET
Session 5A : Natural Language Processing and Text Analytics (2/2)
Chairperson: Nuttanart Muansuwan (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
110:45-11:00Thai-Duplex-Bench: Evaluating Conversational Dynamics and Role Adherence in Thai Full-Duplex Speech Models
211:00-11:15Context-Aware Prompting for Japanese Thai Literary Translation in a Low-Resource Setting
311:15-11:30Short-Utterance Authentication using Lexical Challenge and Speaker Verification
411:30-11:45MANJU: A Multi-Agent Framework for Natural Just-in-Time Understanding in Thai
511:45-12:00A Two-Stage Comparative Study of Thai-Suitable Speech Models for Phoneme-Level Mispronunciation Detection
612:00-12:15A Diagnostic Study on Model Failure in Burmese Extractive Question Answering
Session 5B : Human Computer/Machine Interaction
Chairperson: Piyanit Ua-areemitr (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
110:45-11:00Hyper Pictoch: Development of a Block-based Pictogram Creation Environment for Fostering Computational Thinking
211:00-11:15Vision-based Hand Gesture Virtual Keyboard-Mouse framework with Bilingual Next-word prediction
311:15-11:30Comparing Intent-Driven and Interface-Driven Interaction: An Empirical Study of Traditional UI and Conversational AI Using the Model Context Protocol
411:30-11:45P.L.I.C.K.: Personalized Language Interface for Correction and Keyboard Switching
511:45-12:00A Comparative Study on the Use of Generative AI Chatbots in Advising on User Experience and User Interface Design
Session 5C : Machine Learning Foundations
Chairperson: Wanchaloem Nadda (Khon Kaen University, Thailand)
No.TimeTitle
110:45-11:00Comparative Analysis of Liquid Neural Networks and LSTM for Sequential Pattern Recognition: Robustness, Efficiency, and Clinical Utility
211:00-11:15Auditing Model Selection Stability Under Split Policy and Leakage Variations
311:15-11:30Activity-Modulated ReLU: Explicit Cross-Layer Dependency for Hierarchical Learning
411:30-11:45FLEL: Federated Ensemble Learning via Distillation under Model Heterogeneity
511:45-12:00Comparative Study of Node-to-Vector Embedding Approach for Graph-based Code Clone Detection
612:00-12:15Enhanced Adversarial Drift Detection for MLOps Feature Monitoring
Session 6A : AIoT Systems: IoT Intelligence and Smart Applications (1/2)
Chairpersons: Kevin Liu and Ssu-Han Chen (Ming Chi University of Technology, Taiwan)
No.TimeTitle
113:30-13:45Conditioned Diffusion-Based Data Augmentation for Cross-Domain Robust Brain MRI Classification
213:45-14:00A Hybrid Data-driven and Mechanistic Model for Ammonia Injection Recommendation in a Selective Catalytic Reduction System
314:00-14:15A Generalizable Deep Learning for Automatic Reading of Circular Analog Gauges
414:15-14:30Evaluating Lightweight Rolling-Window Models for Continuous AIoT Adaptation
514:30-14:45Design and Implementation of an Internal Regulation Expert System Based on Retrieval-Augmented Generation
614:45-15:00A Vision-Based Algorithm for Straightness Inspection of Steel Bar
Session 6B : Enjoyable Collaborative Work
Chairpersons: Mondheera “Ampere” Pituxcoosuvarn (Ritsumeikan University, Japan), Ryosuke “Leo” Yamanishi (Kansai University, Japan)
No.TimeTitle
113:30-13:45Co-Creation and Urban Exploration: A Log-Based Comparison of Two In-the-Wild Deployments
213:45-14:00Complaints in the Persona-Journey Matrix: an enjoyable approach to chained resolution
314:00-14:15Investigation into the Effects of Task Allocation on Loneliness via Minecraft-based Group Activities
414:15-14:30Visualizing “Like”s and “Don’t like”s for Consensus in Group Travel Spot-selection
514:30-14:45Unexpected Turns in AI Conversations: Designing for Adaptive Language Learning
614:45-15:00Estimating Participants’ Satisfaction in Experiential Attractions with Real-Time Facial Expression Analysis
Session 6C : Large Language Models: Advancing Foundations, Safety, and Emerging Capabilities
Chairpersons: Boonchareon Sirinaovakul and Nuttanart Muansuwan (King Mongkut’s University of Technology Thonburi, Thailand)
No.TimeTitle
113:30-13:45ThaiGEC-Prompt: Few-Shot Prompting with Domain-Specific Examples for Thai Learners
213:45-14:00A Semantic Similarity-Based Evaluation Framework for Hallucination Detection in Lightweight Language Models: A Controlled Study on Fundamental Data Structures
314:00-14:15LLM-Guided Adaptive Web Crawling: A Case Study in Banking Products
414:15-14:30Error-Driven Iterative Prompt Engineering for Text-to-SQL: From Simple Prompting to Hybrid Pipelines
514:30-14:45Application of Large Language Models for Aspect-Based Sentiment Analysis on Social Media Data: A Case Study of the Thai Telecommunications Industry
614:45-15:00A Lightweight Vision-Language Model and Retrieval-Augmented Generation Framework for Code-Mixed Online Gambling Detection
715:00-15:15Learning Outcomes and Barrier Signals in a Game-Based Python Learning Environment with LLM Assistance
Session 6D : Health and Bioinformatics (3/4)
Chairperson: Watcharaphong Yookwan (Burapha University, Thailand)
No.TimeTitle
113:30-13:45RT-CAS: Real-Time Context-Aware Scheduling for Mixed Deep Learning Tasks with a Case Study in Colonoscopy
213:45-14:00Intelligent Speech-to-Text System to Enhance the Efficiency of Medical History Taking
314:00-14:15Integrated Multimodal Analysis of Dental Lesions Using Clinical Images and SEM-EDX with Deep Neural Networks
414:15-14:30Micro-XRF-Based Enamel Mineral Analysis for Early Caries Detection
514:30-14:45Development of an agentic AI framework for microbiome data analysis
614:45-15:00Analysis of Whisper Embeddings for Multilingual Dementia Detection: Effects of Fine-Tuning, Layer-wise Embedding, and Diarization
Session 7A : AIoT Systems: IoT Intelligence and Smart Applications (2/2)
Chairpersons: Yen-Jen Chen and Pauline Lin (Ming Chi University of Technology, Taiwan)
No.TimeTitle
115:15-15:30Data-Driven AIoT Prediction System: Overcoming PM2.5 Forecasting Lags via Multi-Stage Feature Fusion
215:30-15:45An Edge AI-Based Anomaly Detection System for Predictive Motor Maintenance
315:45-16:00An Implementation-Informed Edge-IoT ALPR Prototype for Thai Vehicle Access Control Using Dual YOLO Models and OCR on Raspberry Pi
416:00-16:15A Hybrid SVR-PICNN Framework for Physics-Informed PM2.5 Forecasting
516:15-16:30Vehicle Tracking and Classification on Highways using 3D LiDAR
616:30-16:45A Multi-Stage Hybrid Gap-Filling Framework for Sparse PM2.5 Monitoring Stations in Northern Thailand
Session 7D : Health and Bioinformatics (4/4)
Chairperson: Worasak Rueangsirarak (Mae Fah Luang University, Thailand)
No.TimeTitle
115:15-15:30Fracture Detection in Musculoskeletal X-rays Using Deep Learning with Uncertainty Modeling
215:30-15:45Automated Human Bladder Area Segmentation in Heterogeneous Environment Ultrasound Image
315:45-16:00Identifying Children’s Hidden Balance Strategy in mCTSIB using Clustering Techniques
416:00-16:15A Comparative Analysis of Ensemble Learning Models with Imbalance Handling Techniques for Liver Disease Classification
516:15-16:30Multimodal EEG and Eye-Tracking Analysis Using XGBoost for Cognitive Impairment Screening