PROGRAM
Days: Thursday, December 7th Friday, December 8th
Thursday, December 7th
View this program: with abstractssession overviewtalk overview
08:40-10:00 Session 1: Keynote Speaker
Chairs:
Location: Conference Hall
08:40 | Designing Mobile Interaction for Wellbeing (abstract) |
09:20 | Immersive Mobile Media: From Extended Reality to the Metaverse (abstract) |
10:10-10:40 Session 2: AI Foundation and Big Data (Poster Session)
Chairs:
Leveraging FFT and Hybrid EfficientNet for Enhanced Action Recognition in Video Sequences (abstract) |
Maximizing a $k$-Submodular Maximization Function under an Individual Knapsack Constraint (abstract) |
IQAGA: Image Quality Assessment-Driven Learning with GAN-Based Dataset Augmentation for Cross-Domain Person Re-Identification (abstract) |
Improving Multilingual Neural Machine Translation with Artificial Labels (abstract) |
Weapon Detection Using Deep Learning (abstract) |
Clustering Mixed Data Comprising Time Series (abstract) |
A flexible framework for customer behavior prediction based on ensemble learning (abstract) |
Impact of the ground truth quality for handwriting recognition (abstract) |
Adaptive Nonlinear Dimensionality Reduction with a Local Metric (abstract) |
Video Sage: Video Recommendation Using Graph Convolution Neural Network (abstract) |
Optimizing GANs using Relativistic Discriminator with Margin Losses for Semi-supervised Learning (abstract) |
Understanding the Role of Population Experiences in Proximal Distilled Evolutionary Reinforcement Learning (abstract) |
Integrated Hybrid Approaches for Stock Market Prediction with Deep Learning, Technical Analysis, and Reinforcement Learning (abstract) |
Fuzzy Deep Hybrid Network for Fake News Detection (abstract) |
10:40-12:00 Session 3A: AI Foundation and Big Data
Chair:
Location: Conference Hall
10:40 | Learning Algorithm for LesserDNN, a DNN with Quantized Weights (abstract) |
11:00 | A Slim Digital Twin for a Smart City and Its Residents (abstract) PRESENTER: Matthias Melzer |
11:20 | Locally Differentially Private and Fair Key-Value Aggregation (abstract) |
11:40 | Simulated Annealing with Dynamic Programming-based Vertex Insertion for Efficiently Solving the Traveling Thief Problem (abstract) |
10:40-12:00 Session 3B: Networking and Communication Technologies
Chairs:
Location: Tulip
10:40 | Multi-radar interference experiment and performance evaluations on algorithm-based and learning-based schemes (abstract) |
11:00 | A New Transfer Learning-Based Traffic Classification Algorithm for a Multi-Domain SDN Network (abstract) |
11:20 | Achieving Zero Secrecy Outage in Overlay Cognitive Radio Network (abstract) |
11:40 | Accurate Spectrum Sensing with Improved DeepLabV3+ for 5G-LTE Signals Identification (abstract) |
10:40-12:00 Session 3C: Operations research for Sustainable Urban Development
Chairs:
Location: Camellia
10:40 | Managing a Time Expanded Networks through Project-and-Lift (abstract) |
11:00 | Ensemble Learning Technique with A Novelty Multi‑Source Information for Stock Price Movements (abstract) |
11:20 | A Filtering System for the Large-Scale Dial-A-Ride Problem With Shared Autonomous Vehicles (abstract) |
11:40 | Joint Location and Cost Optimization with Market Expansion and Customer-centric Objective (abstract) |
10:40-12:00 Session 3D: Recent Advances in Cyber Security
Chairs:
Location: Daisy
10:40 | Enhancing Intrusion Detection and Explanations for Imbalanced Vehicle CAN Network Data (abstract) |
11:00 | Binary Representation Embedding and Deep Learning For Binary Code Similarity Detection in Software Security Domain (abstract) PRESENTER: Thinh Nguyen Hung |
11:20 | Automated generation of adaptive perturbed images based on GAN for motivated adversaries on deep learning models (abstract) |
11:40 | Strategic Improvements of SqueezeSegV2 for Road-Scene Semantic Segmentation Using 3D LiDAR Point Cloud (abstract) |
13:30-14:10 Session 4: Kenote Speaker
Chair:
Location: Conference Hall
13:30 | Optimization for sustainable supply chains (abstract) |
14:10-15:10 Session 5A: AI Foundation and Big Data
Chairs:
Location: Conference Hall
14:10 | Stratified Ranking for Dense Passage Retrieval (abstract) |
14:30 | Enhancing Face Anti-Spoofing with Swin Transformer-driven Multi-stage Pipeline (abstract) |
14:50 | Domain Adaptation in Nested Named Entity Recognition From Scientific Articles in Agriculture (abstract) |
14:10-15:10 Session 5B: Networking and Communication Technologies
Chairs:
Location: Tulip
14:10 | Perpetual Sensor Networks with the Minimum Number of Mobile Chargers (abstract) |
14:30 | Secure Energy Scavenging NOMA Communication with Jamming (abstract) |
14:50 | GPU-Based Parallel Path Planning for Mobile Robot Navigation in Dynamic Environments (abstract) |
14:10-15:10 Session 5C: Operations research for Sustainable Urban Development
Chairs:
Location: Camellia
14:10 | Synchronising Lot Sizing and Job Scheduling (abstract) |
14:30 | A Monte Carlo Tree Search with Ant Colony Optimization for Inter-domain Path Computation Problem (abstract) |
14:50 | Improve the Quantum Approximate Optimization Algorithm with Genetic Algorithm (abstract) |
14:10-15:10 Session 5D: Lifelog Event Retrieval
Chairs:
Location: Daisy
14:10 | News Event Retrieval from Large Video Collection in Ho Chi Minh City AI Challenge 2023 (abstract) PRESENTER: Minh-Triet Tran |
14:30 | Integrating Multiple Models For Effective Video Retrieval and Multi-stage Search (abstract) |
14:50 | Zero-shot Video Retrieval using CLIP with Temporally Ordered Multi-query Scoring (abstract) PRESENTER: Huy-Giap Bui |
15:10-15:40 Session 6: Lifelog Event Retrieval & Networking and Communication Technologies (Poster Session)
Chairs:
BlazeSearch: A multimodal semantic search engine for retrieving in-video information for AI Challenge HCMC 2023 (abstract) |
Global Knowledge-Aware and Local Attention-Aware Framework for News Recommendation (abstract) |
DoppelSearch: A Novel Approach to Content-Based Video Retrieval for AI Challenge HCMC 2023 (abstract) |
Multi-User Video Search: Bridging the Gap Between Text and Embedding Queries (abstract) |
Efficient Video Retrieval with Advanced Deep Learning Models (abstract) |
Vi-ATISO: An Effective Video Search Engine at AI Challenge HCMC 2023 (abstract) |
Dialogue Attributes' Zero-Shot Classification Based Anime Scene's Matching for Japanese Listening Test (abstract) |
Enhancing Video Retrieval with Robust CLIP-Based Multimodal System (abstract) |
WiFi-based Positioning System with k-means Clustering and Outlier Removal: Evidence from Multiple Datasets (abstract) |
An Interactive System for Multimedia Retrieval in Video Collection with Temporal Integration (abstract) |
Packet Timeout Probability for Cognitive Cooperative Radio Network under Security Constraint (abstract) |
Graph Neural Network-based Federated Learning for Sum-rate Maximization in Small-cell Wireless Network (abstract) |
GAPRO: An Adaptive User-centric Resource Allocation and Task Offloading Strategy for Multi-access Edge Computing (abstract) |
Enhancing Security in WhatsApp: A System for Detecting Malicious and Inappropriate Content (abstract) |
Blockchain Oracles: Implications for Smart Contracts in Legal Reasoning and Addressing the Oracle Problem (abstract) |
A Q-learning-based Energy Efficiency Optimization in LoRa Networks (abstract) |
15:40-17:00 Session 7A: AI Foundation and Big Data
Chairs:
Location: Conference Hall
15:40 | RoSENet: Rotary Squeeze and Excitation for Vietnamese Food Recognition (abstract) |
16:00 | A Question-Answering System for Vietnamese Public Administrative Services (abstract) |
16:20 | Evaluating Audio Feature Extraction Methods for Identifying Bee Queen Presence (abstract) |
16:40 | Scoring model for NFT evaluation (abstract) |
15:40-17:00 Session 7B: Networking and Communication Technologies
Chairs:
Location: Tulip
15:40 | UAV Path Planning for Backscatter and Cache-aided Wireless Power System Under Imperfect CSI (abstract) |
16:00 | Research and Development of a Smart Solution for Runtime Web Application Self-Protection (abstract) |
16:20 | Security and Reliability Performance Analysis of Cognitive NOMA Network Under Outage Constraint of Multiple Primary Users (abstract) |
15:40-17:00 Session 7C: Operations research for Sustainable Urban Development
Chair:
Location: Camellia
15:40 | Pickup and Delivery Problem with Cooperative Robots (abstract) |
16:00 | Bias-free Trading Algorithms with Momentum Scores for the Vietnamese Stock Market (abstract) |
16:20 | Metaheuristic for a soft-rectangle packing problem with guillotine constraints (abstract) |
16:40 | Self-Adaptive Ant System with Hierarchical Clustering for the Thief Orienteering Problem (abstract) |
15:40-17:00 Session 7D: Lifelog Event Retrieval
Chairs:
Location: Daisy
15:40 | AGAIN: A Multimodal Human-Centric Event Retrieval System using dual image-to-text representations (abstract) |
16:00 | NewsInsight: A Comprehensive Video Event Retrieval System with Spatial Insights and Query Assistance (abstract) |
16:20 | Diverse Search Methods and Multi-Modal Fusion for High-Performance Video Retrieval (abstract) |
16:40 | Anomaly Event Retrieval System from TV News and Surveillance Cameras (abstract) |
Friday, December 8th
View this program: with abstractssession overviewtalk overview
08:30-09:50 Session 8: Keynote Speaker
Chairs:
Location: Conference Hall
08:30 | Achieving Cloud Resiliency with Expert-Augmented AI (abstract) |
09:10 | Heads-Up Computing: Towards The Next Generation Interactive Computing Interaction (abstract) |
09:50-10:20 Session 9: Multimedia Processing & Artificial Intelligence and Data Science for Smart Health and Medicine (Poster Session)
Chairs:
Deep Learning-based Prediction of Alertness and Drowsiness using EEG Signals (abstract) |
Enhancing Intensive Care Patient Prognostics with Machine Learning (abstract) |
Improving Depression Classification in Social Media Text with Transformer Ensembles (abstract) |
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis (abstract) |
Efficient Machine Learning-based Gene Selection Exploiting Immune-related Biomarkers and Recursive Feature Elimination for Sepsis Diagnosis (abstract) |
OsteoGA: An Explainable AI Framework for Knee Osteoarthritis Severity Assessment (abstract) |
Optimizing Results in Aerial Images through Post-Processing Techniques on YOLOv7 (abstract) |
Entangled topologies for quanvolutional neural networks in quantum image processing (abstract) PRESENTER: Vu Tuan Hai |
Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education (abstract) |
Analyze video action with a deep learning model based on space-time and context information (abstract) |
A New Coarse-To-Fine 3D Face Reconstruction Method Based On 3DMM Flame and Transformer: CoFiT-3D FaRe (abstract) PRESENTER: Bao Quoc Phan Nguyen |
Bayesian method for bee counting with noise-labeled data (abstract) |
A Novel Approach to Streaming QoE Score Calculation by Integrating Error Impacts (abstract) |
LiPoSeg: A Lightweight Encoder-Decoder Network for LiDAR-based Road-Object Semantic Segmentation (abstract) |
Language Knowledge-Assisted in Topology Construction for Skeleton-Based Action Recognition (abstract) |
Lite FPN_SSD: A Reconfiguration SSD with Adapting Feature Pyramid Network Scheme for Small Object Detection (abstract) |
10:20-12:00 Session 10A: AI Foundation and Big Data
Chair:
Location: Conference Hall
10:20 | A Generalized Autorec Framework Applying Content-based Information for Resolving Data Sparsity Problem (abstract) |
10:40 | Sharpness and Gradient Aware Minimization for Memory-based Continual Learning (abstract) |
11:00 | Tensor Analysis Of Convolutional Neural Network For Reducing Network Parameters (abstract) |
11:20 | GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation (abstract) |
11:40 | High Dimensional Data Classification Approach with Deep Learning and Tucker Decomposition (abstract) |
10:20-12:00 Session 10B: Artificial Intelligence and Data Science for Smart Health and Medicine
Chairs:
Location: Tulip
10:20 | Automatic Surgical Step Recognition Using Video and Kinematic Data for Intelligent Operating Room (abstract) |
10:40 | A Novel Approach for Extracting Key Information from Vietnamese Prescription Images (abstract) |
11:00 | Combining Deep Learning And Medical Knowledge to Detect Cadiomegaly and Pleural Effusion in Chest X-rays Diagnosis (abstract) |
11:20 | Multiclass Skin Disease Classification within Dermoscopic Images Using Deep Neural Networks (abstract) |
11:40 | ConvTransNet: Merging Convolution with Transformer to Enhance Polyp Segmentation (abstract) |
10:20-12:00 Session 10C: Multimedia Processing
Chairs:
Location: Executive Lounge
10:20 | MCLDA: Multi-level Contrastive Learning for Domain Adaptive Semantic Segmentation (abstract) |
10:40 | PointGANet: A Lightweight 3D Point Cloud Learning Architecture for Semantic Segmentation (abstract) |
11:00 | A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves (abstract) |
11:20 | Abusive Span Detection for Vietnamese Narrative Texts (abstract) |
11:40 | Improving Single Positive Multi-label Classification via Knowledge-based Label-weighted Large Loss Rejection (abstract) |
13:30-14:10 Session 11: Keynote Speaker
Chair:
Location: Conference Hall
13:30 | Some Interesting Issues in Data Mining (abstract) |
14:10-15:10 Session 12A: Software Engineering, Human Computer Interaction & Intelligent Systems
Chairs:
Location: Conference Hall
14:10 | Sketch2Reality: Immersive 3D Indoor Scene Synthesis via Sketches (abstract) |
14:30 | A Helpful Reviews Composition Assistance System for Online Shopping Users (abstract) |
14:50 | SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion (abstract) |
14:10-15:10 Session 12B: Artificial Intelligence and Data Science for Smart Health and Medicine
Chairs:
Location: Tulip
14:10 | ALGNet: Attention Light Graph Memory Network for Medical Recommendation System (abstract) |
14:30 | Improving Loss Function for a Deep Neural Network for Lesion Segmentation (abstract) |
14:50 | Volumetric CT Segmentation with Mask Propagation Using Segment Anything (abstract) |
14:10-15:10 Session 12C: Multimedia Processing
Chairs:
Location: Executive Lounge
14:10 | LSegDiff: A Latent Diffusion Model for Medical Image Segmentation (abstract) |
14:30 | Boosting Facial Landmark Detection via Self-supervised and Semi-supervised Learning (abstract) |
14:50 | Few-shot Object Counting with Low-cost Counting Phase (abstract) |
15:10-15:40 Session 13: Software Engineering & Recent Advances in Cyber Security & Human Computer Interaction and Intelligent Interactive Systems (Poster Session)
Chairs:
RAC-SAC: An improved Actor-Critic algorithm for Continuous Multi-task manipulation on Robot Arm Control (abstract) |
Applying Deep Learning for UAV Obstacle Avoidance: A Case Study in High-Rise Fire Victim Search (abstract) |
An Ensemble Approach to Graph Layout for Movie Poster Similarity Visualization (abstract) |
A Comprehensive Web Annotation Application for Organ Image Segmentation and Predictive Inference (abstract) |
An eye tracking - based system for capturing visual strategies in reading of children with dyslexia (abstract) PRESENTER: Duc Duy Le |
Resnet Video 3D for Gait Retrieval: A Deep Learning Approach to Human Identification (abstract) |
LOG ANALYSIS FOR NETWORK ATTACK DETECTION USING DEEP LEARNING MODELS (abstract) |
Contextual Language Model and Transfer Learning for Reentrancy Vulnerability Detection in Smart Contracts (abstract) |
IU-TransCert: A Blockchain-Based System for Academic Credentials with Auditability (abstract) |
Shark-Eyes: A multimodal fusion framework for multi-view-based phishing website detection (abstract) |
Towards Privacy-aware Manufacturing Data Exchange Platform (abstract) |
A Machine Learning-Based Anomaly Packets Detection for Smart Home (abstract) |
On the Value of Code Embedding and Imbalanced Learning Approaches for Software Defect Prediction (abstract) |
A Systematic Literature Review of DevOps Success Factors and Adoption Models (abstract) |
15:40-16:40 Session 14A: Software Engineering, Human Computer Interaction & Intelligent Systems
Chairs:
Location: Conference Hall
15:40 | Multi-Branch Network for Imagery Emotion Prediction (abstract) |
16:00 | An Enhanced Tendermint Consensus Protocol Powered by Elliptic Curve VRF for Beacon Chain Mode (abstract) |
16:20 | An Approach to Generating API Test Scripts Using GPT (abstract) |
15:40-16:40 Session 14B: Recent Advances in Cyber Security
Chairs:
Location: Tulip
15:40 | Black-Box Adversarial Attacks Against Language Model Detector (abstract) |
16:00 | WebGuardRL: An Innovative Reinforcement Learning-based Approach for Advanced Web Attack Detection (abstract) |
16:20 | A Machine Learning-Based Framework for Detecting Malicious HTTPS Traffic (abstract) |
15:40-16:40 Session 14C: Multimedia Processing
Chairs:
Location: Executive Lounge
15:40 | Applying Adaptive Sharpness-Aware Minimization to Improve Out-of-distribution Generalization (abstract) |
16:00 | Deep Learning Hierarchical Methods for Insect Pest Recognition on Plants (abstract) |
16:20 | Improving Bird Sounds Classification with Additional Fine-tuning on Augmented Data (abstract) |