CSoNet 2026All events take place at Ho Chi Minh City University of Technology (HCMUT), Ly Thuong Kiet Campus, in building B4. Room numbers for the parallel sessions will be announced. Click a session to see its papers, or search for your paper below.
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- Day 1Mon, Nov 16
- Day 2Tue, Nov 17
- Day 3Wed, Nov 18
Day 1 – Monday, November 16, 2026
Program at a glance
8:30–9:00
Opening CeremonyB4 auditorium
9:00–10:00
Keynote 1: Dr. Cheng-Zhong XuWorld Models for Robust Autonomous Driving in Mixed TrafficB4 auditorium
10:00–10:45
Rising Star Talk 1B4 auditorium
10:45–11:00
Tea break
11:00–12:15
12:15–13:30
LunchUniversity Cafeteria
13:30–15:00
15:00–15:30
Tea break
Paper sessions
S01 AI Security and Network Threat DetectionMon, Nov 16 · 11:00–12:15 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #270 | Graph Neural Networks for Multilayer Threat Propagation Modeling in Cloud Data Platforms | Benavidez Domingo |
| 2 | #362 | BAW: Benign Adversarial Watermarking for Ownership Verification of Machine Learning Malware Detection Model | Tran Anh Tu, Hoang Thu Phuong, Vu Duy-Hien |
| 3 | #280 | Benchmarking MLP, CNN+LSTM, and Autoencoder Architectures for Network Intrusion Detection on CICIDS2017Short | Shaw Ethan |
| 4 | #301 | PSO-1D-CNN-DHSD: A Complexity-Aware NAS-HPO Framework for Lightweight 1D-CNNs with Self-Distillation in IoT Intrusion DetectionShort | Nguyen Quang Minh, Bui Thu Lam, Le Thi Hong Van |
| 5 | #358 | Does Knowledge Distillation Help a Lightweight IoT Intrusion Detector?Short | Tran Thi To Quyen, Lam Khang Nhut, Le Van Lam |
S02 Retrieval-Augmented Generation and Knowledge SystemsMon, Nov 16 · 11:00–12:15 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #41 | Agentic Retrieval Is Not Always Better: A Study with Qwen3-4B on Vietnamese Legal QA | Thy Ly, Vo Anh Nguyen, Nguyen Sy Duc, Nguyen Le Quang |
| 2 | #44 | VieCCE: An LLM and Knowledge Graph-Based Approach for Traceable Compliance Cost Estimation from Vietnamese Legal Regulations | Nguyen Thi Hoa Hue, Nguyen Hoang Huy, Nguyen Thi Ngoc Anh |
| 3 | #367 | An Empirical Study of Knowledge Graph Retrieval-Augmented Generation over Vietnamese Enterprise Documents | Nguyen Khoa Gia Cat, Le Thanh Van |
| 4 | #375 | When Does Adaptive-k Retrieval Require Expansion? Benefit-Aware Depth Control for Vietnamese FAQ Retrieval | Thi Khac Quan, TRẦN NGỌC BẢO DUY, Le Binh Dang, Quan Tho |
| 5 | #122 | Component-Level Ablation of Dynamic Retrieval-Augmented Generation for English--Vietnamese Literary TranslationShort | Nguyen Huu-Minh-Trang, Paderno Pavel, Vu Duc-Lung |
S03 LLM-Based Software EngineeringMon, Nov 16 · 11:00–12:15 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #89 | Source-Obligation-Guided Validation of LLM-Based Code Translation | Mai Duc Thuan, MINH HIẾU, Nguyen Phung Trung Nguyen, Le Xuan-Bach |
| 2 | #206 | MDP-Guided Reinforcement Learning forCost-Aware LLM-Based Test Generation | Nguyen Phung Trung Nguyen, MINH HIẾU, Mai Duc Thuan, Nguyen Ngoc Khanh Tran, Le Xuan-Bach |
| 3 | #284 | Towards LLM-Augmented Model-Twin Software Development: An Annotation-Based Domain-Driven Approach | Nguyen Cong, Le Duc, Tran Trong Hieu, Nguyen Lam, Tran Hai, Vu Chris |
| 4 | #265 | Constrained Beats Autonomous | Nguyen Van Tan Phong, Quang Vu Lam |
| 5 | #331 | Learning from Failures: A Failure-Driven Prompt Refinement for LLM-Based Vulnerability AnalysisShort | Ghadamian Mandana, Mohaisen David |
S04 Multimodal Knowledge Retrieval and RepresentationMon, Nov 16 · 11:00–12:15 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #104 | Optimizing Technical Knowledge Retrieval: The JR-Sara Framework for Multimodal Agentic RAG in Railway Operations | Nguyen Thai Duong, Hoang Bao Huy, Nguyen Thi Thuy Tien, Ibaraki Miku, Nguyen Thanh Hung |
| 2 | #359 | RailPROC : Structure-Aware Procedural Retrieval from Multimodal Railway Manuals | Nguyen Son, Tran Le Truong Hai, Kieu Giang Bien, Nguyen Van Thai, Nguyen Thai Duong, Hoang Bao Huy, Nguyen Mai Hoa, Ibaraki Miku |
| 3 | #368 | JR-STAR: A Domain-Specialized Framework for Japanese Railway Speech Translations | Ha Bach Viet, Dao Xuan Quang Minh, Bui Thi-Mai-Anh, Tran Duc Manh, Kim Kyeong Doun, Shinzawa Taichi, Dang Quang Duy, Bui Quoc Bao |
| 4 | #92 | VSC-Graph: A Structure-Aware Text Representation for Data-Efficient Chart Understanding | Le Hoang Khanh Vinh, Kieu Tam Hau, Tra Hong Tai, TRAN TUAN ANH, MAI XUÂN TOÀN |
| 5 | #351 | A Keypoint-guided Factorization Approach to Optimal Transport On Incomparable DomainsShort | Tran Van-Dang, Nguyen Thuy Duong, Doan Tung |
S05 Human-Centric Multimodal LearningMon, Nov 16 · 11:00–12:15 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #4 | MGAST-SLR: Motion-Gated Adaptive Spatio-Temporal Graph Networks for Isolated Sign Language Recognition | Nguyen Tinh, Phan Tran Minh Khue |
| 2 | #68 | Curriculum-Aware Sub-Center Angular Margin Loss with Memory Bank for Vietnamese Speaker Verification | Văn Nhã, Quốc Phú Nguyễn, Dinh Ngoc Tuyen, Lau Minh Tuan, Tong Duy Tan, Bui Quoc Bao, Nguyen Thuy Hang, Nguyen Phi Le |
| 3 | #74 | SAID: Speaker-Invariant Adversarial Identity Disentanglement for Robust Low-Resource Speaker Verification | Quốc Phú Nguyễn, Văn Nhã, Lau Minh Tuan, Dinh Ngoc Tuyen, Đinh Công Thái, Do Quoc An, Bui Quoc Bao, Nguyen Thuy Hang, Nguyen Phi Le |
| 4 | #98 | A Federated Benchmark for Multimodal Emotion Recognition under Speaker-Level Data Heterogeneity | Nguyen Thu Ky, Le Nhat Khanh, Nguyen Minh Nhut, Le Ngoc-Khoa, Dang Duc Ngoc Minh |
| 5 | #48 | Photometric-consistent 4D Gaussian Splatting for Multimodal Sensor Alignment in Dynamic Multi-Person ScenesShort | TRẦN MINH HUY, Nguyen Nam-Khanh, Nguyen-Bui Minh-Khoi, BÙI ĐĂNG KHOA, Nguyen Trung Kien, Tran Thanh-Trong, Ngo Hoang-Anh, Nguyen Tuan Khoi |
S06 Video Analytics and Object DetectionMon, Nov 16 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #50 | Inference Gap Mitigation in Deep Fiducial Marker Pipelines through Jitter - Resilient Regression and Attention-Guided Decoding | LÝ TRẦN TÂN, Quach Kien Long, Le Quoc Binh, Le Nguyen Nhat Minh, Nguyen Tuan Khoi |
| 2 | #62 | A Two-Phase NASNetMobile-Transformer Pipeline for Weakly Supervised Video Anomaly Detection and Fine-Grained Anomaly Classification | Lam Nguyen Phat, Pham Huy Hung, Nguyen Thi Hai Ha, Nguyen Thi Thanh Hieu, Nguyễn Minh Nhựt, Thuan Nguyen Dinh |
| 3 | #130 | E2ESoTrack: End-to-end Soccer Tracking and Refinement Architecture for Accurate 2D Soccer Match Reconstruction from Broadcast Videos | Phạm Thị Hồng Hạnh, Nguyen Phuong Nam, Dương Việt Hằng |
| 4 | #170 | MSS-YOLO: Multi-Scale Semantic and Attention-Guided Feature Enhancement for Tiny Object Detection | Hoang Trung-Nguyen, Le Ngoc Duy, Tran Ly-Minh-Hoang, Phan Thi-Thu-Hong |
| 5 | #82 | Comparative Evaluation of Feature-Trajectory and Pose-Based Methods for Multi-Camera Video SynchronizationShort | Nguyen Dang Minh Truong, Nguyen Ho Quang Khai, Bui Khanh An, Hoang Minh Cam Tu, Le Minh Hao, Nguyen Tuan Khoi |
S07 AI for Education and SportsMon, Nov 16 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #107 | Quantifying Psychological Factors in Professional Tennis: A Data-Driven Analysis of Streakiness, Choking, and Gameplay Evolution | Hoang Minh, Doan Trung Tan, Nguyen Hoang Trong |
| 2 | #116 | Towards Trustworthy Automated Physical Education Assessment: A Computer Vision System with Face Recognition and Anti-Cheating | Manh Quang Do, Quan Luu Minh, Cuong Phan Dai, Hoang Chu Huy, Phuc Luu Hoang, Anh Hoang Viet, Vu Viet-Thang, Dang Trong Hop |
| 3 | #369 | Quizum: A lightweight End-to-End Pipeline forInstructional-Video Summarization and Quiz Generation | Nguyễn Bình Nguyên, Le Thuy Thuy Hien, Huynh Hoang Anh, Bùi Minh Quân, Le Dang, Quan Tho |
| 4 | #389 | SMARL: Shared Multi-Aspect Representation Learning for Multi-Trait Essay Scoring | Nguyễn Lộc, Nguyễn Lê Hiểu Văn, Nguyễn Hoàng Việt Thanh, Nguyễn Thanh Hùng |
| 5 | #127 | Predicting Learner Behavior and Academic Performance in Online Learning Environments Based on Multi-Task LearningShort | Le Trung, Vo Chau |
S08 Medical Imaging and Report GenerationMon, Nov 16 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #90 | AIREX-NET: 3D PULMONARY AIRWAY TREE SEGMENTATION FROM CT IMAGES | NGUYỄN VĂN TIẾN, Nguyen Thai Hoai Nam, Nguyễn Minh Thái, Baldacci Fabien, Quan Tho |
| 2 | #169 | VN-MultiXR A Fusion-Based Multimodal Deep Learning Framework for X-Ray Diagnosis and Vietnamese Report Generation | Thai Thi Thanh Nga, Đỗ Duy Thanh, Thuan Nguyen Dinh |
| 3 | #306 | GateSPINE: Gated Cross-View Fusion for Lumbar Spine MRI Report Generation | Mai Xuan Trang, Nguyen Van Hoang, Vuong Tuan Cuong, tran bien, Tran Van Nam, Luong Thien Van |
| 4 | #340 | Parameter-Efficient Adaptation of Segment Anything Model for Fundus Retinal Vessel Segmentation | TA Le-Dac-Loc, LE Thanh-Sach |
| 5 | #137 | A Network and Graph-Relational View of Cross-Scanner Domain Shift in Lumbar Spine MRIShort | Nguyen Cao Trung Kien |
S09 Robust Learning and Data QualityMon, Nov 16 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #10 | A Data-Centric Framework for Detecting and Correcting Corrupted Labels | Nguyen Ha-Linh, Nguyen Hong-Anh, La Minh-Duc, Nguyen Trang, Nguyen Son, Vo Hieu-Dinh |
| 2 | #59 | Representative and Informative Memory Replay for Continual Learning in AutoML-Generated Neural Networks | Hoang Thanh-Vinh, Nguyen Tuan-Anh, Nguyen Tien-Vu, Nguyen Hoang-Viet, Nguyen Dang-Giap, Le Duc-Luu, Nguyen Trung-Hieu, Nguyen Trang, Nguyen Son, Vo Hieu-Dinh |
| 3 | #336 | Usefulness of Quantile-Aware Diffusion Modeling for Highly Imbalanced Tabular Data | Talha Abu, Liu Peng, Paul Souradyuti |
| 4 | #347 | Understanding the Interaction Between Loss Functions and Deep Learning Architectures Under Class Imbalance | Hoang Phi-Hung, Phan Thi-Thu-Hong |
| 5 | #155 | Adversarial Vulnerability Assessment of Teacher and Student Models in Knowledge DistillationShort | Hoang Phi-Hung, Phan Thi-Thu-Hong |
S10 Recommendation and Marketing AnalyticsMon, Nov 16 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #294 | Effectiveness Conditions of Global Co-occurrence Features in Sequential Recommendation | Huynh Cong Huy, Khai Tran Thien, Tran Minh-Thai |
| 2 | #298 | Bridging Multimodal Content and Behavioral Signals for Next Best Action Recommendation | PHẠM TRẦN ĐĂNG KHOA, Dang Minh Khang, Le Ha Nguyen Khanh, Le Thanh Van |
| 3 | #332 | A Session Graph Model with Continuous Multimodal Relations for Pure Item Cold-Start Recommendation | Toan Lam Thanh, TRAN NGUYEN Minh Thu |
| 4 | #372 | Effective Multi-Aspect-driven Recommendation with Learnable Multi-Signal Re-Ranking | Nguyen Quang Manh, Vo Chau |
| 5 | #214 | Modeling and Solving the Short-Message-Service Marketing Allocation ProblemShort | Bui Quoc-Trung, Nguyen Thi-Le-Trang |
S11 Graph Learning and Network AnalysisMon, Nov 16 · 15:30–16:45 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #53 | TransICD: Transformer-based Inconsistency-aware Co-Attention for Clickbait Detection | Anh Doan Tran Cao, Dai Nguyen Phuoc, Nguyễn Minh Ý, Huynh Ly Tan Khoa, Hao Luu Van Nhat, Khai Tran Thien |
| 2 | #249 | Semantic Edge Enrichment with Large Language Models for Improved Inter-Community Conflict Prediction in Reddit | Thắng Hà Việt |
| 3 | #371 | Reinforcement Learning for Betweenness Centrality Maximization via Graph Structure Modification | Phạm Bá Hiếu, Pham Van Canh, Nguyen Uyen |
| 4 | #346 | CAREGraph: A Context-Aware Graph Method for Traffic Accident Responsibility Classification | Hồ Chấn Khoa, PHAN Anh-Cang, PHAN Thuong-Cang |
| 5 | #85 | Topological Control of Online MisinformationShort | Kim Anh Võ Thị |
S12 Combinatorial Optimization and AllocationMon, Nov 16 · 15:30–16:45 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #12 | Dynamic Fair Division with Disruptions: A Simple Algorithm is Approximately Optimal | Chen Cheng, Li Bo, Sun Ankang |
| 2 | #213 | Binary Integer Programming Formulations for Blood Type Consistency in Family Records | Bui Quoc-Trung, Nguyen Thi-Le-Trang |
| 3 | #274 | Consistent Monotone Submodular Maximization under a Knapsack Constraint | Ha Thi Kim Dung, Tran Thi Tu Uyen, Tran Dinh Nam Son, Nguyen Hai T. |
| 4 | #379 | Bridging Mechanisms for Reducing the Eccentricity on the Real Line | Lin Jianan, Wang Chenhao, Xiao Han, Yi Fenglin |
| 5 | #305 | Time-Aware and Risk-Aware Electric Vehicle Charging Station Planning via Scenario-Based Global Trajectory OptimizationShort | Ha Thi Kim Dung, Nguyễn Phong, Nguyen Thai V., Nguyen Uyen T., Doan Hoang T. |
S13 Scheduling, Routing and Resource OptimizationMon, Nov 16 · 15:30–16:45 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #56 | An Efficient MaxSAT-DDD Approach for Train Rescheduling via Precedence Propagation and Hybrid AMO Encodings | Van Kieu Tuyen, Nguyen Tan Huu, Van To Khanh |
| 2 | #87 | An Adaptive Hybrid ALNS-HGS Metaheuristic for the Capacitated Vehicle Routing Problem | Nguyen Uyen, Dong Nguyen D. H., Doan Hoang T. |
| 3 | #191 | Network-Aware Post-Timetabling Examination Room Allocation with Screened-Pool Repair | MINH HIẾU, Nguyen Phung Trung Nguyen, Mai Duc Thuan, Nguyen Ngoc Khanh Tran, Le Xuan-Bach |
| 4 | #215 | Individual- and Population-Based Approaches for the Bi-Objective Soft Rectangle Packing Problem | Bui Quoc-Trung, Nguyen Thi-Le-Trang |
| 5 | #380 | EPOBF[S]: Training-Free, Load-Monotone Best-Fit Job Consolidation for Energy-Efficient GPU Clusters at Full Production-Trace ScaleShort | NGUYỄN QUANG HÙNG, Thoai Nam |
S14 Federated Learning: Privacy and RobustnessMon, Nov 16 · 15:30–16:45 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #77 | AWARD-FL: An Anomaly-Weighted Blockchain Framework for Robust Decentralized Federated Learning | Hiển Vinh, Nguyen Thi Ai Thao, Phan Trong Nhan |
| 2 | #91 | SHDFL - A Secure Hierarchy Decentralized Federated Learning Refining Convergence With Label-Balanced Clusters | Le Toan, Le Thanh, Lê Ngọc Thiện, Le Thu, Phan Trong Nhan |
| 3 | #164 | DAP-SGP: Dynamic Adaptive Differential Privacy for Decentralized Federated Learning via Variance-Reduced Stochastic Gradient Push | Tran San, Nguyen Thi Ai Thao |
| 4 | #190 | A Leakage-Guarded Multi-Layered Framework for Comprehensive Blockchain-Enabled Federated Split Learning Security | Hoang Truong Huynh Phuc, Nguyen Thi Ai Thao |
| 5 | #166 | Enhanced Buffered Asynchronous Secure Aggregation with Byzantine Resilience for Cross-device Federated LearningShort | Nguyen Quang Thuan, Nguyen Thi Ai Thao, Phan Trong Nhan |
S15 Distributed and Multi-Agent LearningMon, Nov 16 · 15:30–16:45 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #278 | FALCON: Adaptive Federated LoRA via Agent-Guided Selective Sharing | Vo Nhat-Tan, Truong Dan-Chi Le, Nguyen Thai Hoai Nam, Khanh Hồ, Nguyen Hieu Hoang Tran, Vo Quynh, Cao Tien-Dung, Quan Tho, Nguyen Thai |
| 2 | #327 | Entropy-Weighted Neighborhood Gradients for Decentralized Federated Learning with Noisy Medical Labels | Nông Thục Khuê, VÕ HOÀNG NHẬT KHANG, Phan Trong Nhan |
| 3 | #217 | Counterfactual Validation of the Polarization Index as a Diagnostic for Decision-Critical States in Cooperative Multi-Agent Reinforcement Learning | Hoang Van Anh, Phạm Tuấn Anh, Bourgoin Enzo |
| 4 | #374 | PA4H-MARL: Topology-Aware GPU Gang Scheduling via Hierarchical Multi-Agent Graph Reinforcement Learning | NGUYỄN QUANG HÙNG, Phan Tran Y Nhi, Thoai Nam |
| 5 | #258 | Investigating Optimistic Gradient Learning for Mitigating Limit-Cycle Behavior in Multi-Agent Reinforcement LearningShort | Nguyen Tien Anh, Linh Nguyen Kieu, Thi Ngoc Ha Mai |
Day 2 – Tuesday, November 17, 2026
Program at a glance
8:30–9:30
Keynote 2: Prof. Nguyen Le MinhToward Efficient Large Language Models for Real-World AIB4 auditorium
9:30–10:45
Panel discussion
10:45–11:00
Tea break
11:00–12:00
12:00–13:30
LunchUniversity Cafeteria
13:30–15:00
15:00–15:30
Tea break
15:30–16:45
18:30–21:30
Conference BanquetCapella Gallery Hall
Paper sessions
S16 Wireless Networks and Cyber-Physical SystemsTue, Nov 17 · 11:00–12:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #13 | Secure Offloading in UAV Relay-Aided IoT Networks with Backscatter Communication and NOMA | Nguyen Anh-Nhat, Ngoc Anh Bui, Huynh Quyet-Thang |
| 2 | #176 | A Comparative Study of Metaheuristic Optimization Algorithms for Joint Task Offloading and Resource Allocation in Mobile Edge Computing Systems | Le Van Hoa, Pham Trong Nguyen, Pham Trung Duc, Vo Viet Minh Nhat |
| 3 | #290 | A User Cooperative Mobility Method Based on Data Suppression with ACK Retention (DSAR) for Improving TCP-BBR Throughput in Ad Hoc Networks | Ito Naoyuki, XIE Jiquan, OBATA Hiroyasu, MURASE TUTOMU |
| 4 | #400 | A Physics-Informed and Uncertainty-Aware Intelligence Framework for Industrial Cyber-Physical Systems | Deo Uday, Singh Anurag, De Swades, Sharma Ajay K. |
| 5 | #131 | Performance Analysis of Secure ISCC UAV-enabled Vehicular NetworksShort | Ha Dac-Binh, Dinh Trung-Tu, Nguyen Khac-Huy, Truong Truong, Hưng Hà Duy |
S17 Efficient AI and Edge ComputingTue, Nov 17 · 11:00–12:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #6 | Hyperparameter-Optimized Quantization-Aware training-based machine learning model compression for microcontrollers | Võ Minh Chánh, Nguyen Duc Long, Nguyen Thai Son, Tran Trinh, Le Trong Nhan, Pham Nguyen Minh Tai |
| 2 | #42 | AADI: Anomaly-aware scouting strategy for reducing memory footprint | DƯƠNG VŨ HƯNG, Vo Anh Nguyen, Lê Quang Khải, Nguyen Le Quang |
| 3 | #385 | Software-Assisted Row-Stationary Acceleration for CNN Inference on Resource-Constrained Edge IoT Devices | Lam Nu Uyen Nhi, Vu Duc Lam, Thinh Tran Ngoc, Vietnam National University Ho Chi Minh City, Huynh Phuc-Nghi |
| 4 | #158 | An Optimized Lightweight Cryptosystem for Resource-Constrained IoT DevicesShort | TRƯƠNG TUẤN ANH, Dang Bang |
| 5 | #364 | A Hardware-Efficient LOB-Free Approximate Multiplier for Error-Tolerant ComputingShort | Nguyen-Ly Thien-Truong, Banh Ba-Can |
S18 LLM Reasoning, Agents and SafetyTue, Nov 17 · 11:00–12:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #11 | Bridging the Knowing-Doing Gap: Need-Aware Skill Retrieval for LLM Agents | Thoai Thoai, Nguyễn Quốc Minh |
| 2 | #28 | SB-GRPO: Semantic-Balanced GRPO for Enhanced LLM Reasoning | Nguyen Dinh Bang, TRẦN ĐĂNG BẢO, Nguyễn Quốc Minh |
| 3 | #245 | LLR-GRPO: Latent and Length Regularized GRPO for Advanced Mathematical Reasoning | Phan Đức Nhã, Nguyễn Quốc Minh |
| 4 | #370 | An Empirical Study of Semantic Drift and Information Conflation in LLM-Based Multi-Agent Networks: Factual Decay vs. Noise-Filtering | Ngoc-Hung Pham, Quoc-Hung Pham, Thanh-Hang Pham |
| 5 | #381 | Beyond Safety Alignment: A Survey and Reference Architecture for Safety Assurance in Vision-Language-Action RobotsShort | Nguyen Hoa-Hung |
S19 Blockchain and Model IntegrityTue, Nov 17 · 11:00–12:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #72 | B-Sentry: A Hybrid Graph-Embedding and Datalog Early-Warning System for Cross-Chain Bridge Monitoring | Tran Tuan-Dung, Nguyen Huu-Canh, Tran Hong-Quan, Nguyen-Bui Kim-Ngan, Nghi Hoang Khoa, Pham Van-Hau |
| 2 | #144 | DOVE: A Transcript-Bound EVM-Native Protocol for Privacy-Preserving Diploma Verification | Duong Anh-Vu, Chau Duc-Manh, Vo Khoa, Nguyen Thu, Tu Anh Nguyen Hoang |
| 3 | #342 | UpgradeGuard: Compiler-Grounded Bounded Selective Trace Equivalence for Solidity Upgrades | Huỳnh Phan Gia Bảo, Tran Tuan-Dung |
| 4 | #7 | Graph-Integrity Risks in Deployed ONNX Models: A Weight-Free Backdoor via Topology InjectionShort | Nguyen Khoi, Ho Phung, Nguyen Quang |
S20 AI for Business and Financial AnalyticsTue, Nov 17 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #21 | Representative Market-State Stock Selection | Pham Vinh, Luong Thi Hong Cam |
| 2 | #172 | Temporal Fusion Transformer for Intraday Stock Log-Return Prediction | Huynh Nam, Huynh Khoa, Thi Minh Tuyen Nguyen |
| 3 | #183 | A Tiered MLOps Serving Platform for AI Sentiment Monitoring on Resource-Constrained Kubernetes Clusters | Cao-Cao-Nguyen Trinh, Nguyễn Xuân Hiếu, Le-Anh Tuan, Nguyen-Van Bao, Le Trung Quan |
| 4 | #36 | ViEC: A Pilot Benchmark for Vietnamese E-commerce Intent Detection | Le Hoang Thien Phu, Ngo Thi Hong Ly, Nguyễn Huỳnh Minh Huy, Nguyễn Minh Nhựt, Thuan Nguyen Dinh |
| 5 | #366 | Stockrium: A Tool for Financial Strategy ExperimentationShort | Le Quoc Huy, Nguyen Vinh Khang, Thi Minh Tuyen Nguyen |
S21 Environmental and Agricultural IntelligenceTue, Nov 17 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #47 | Mitigating Spectral Leakage in MSTL: A Physics-Informed Optimization Framework for Estuarine Water-Level Decomposition | D. Nguyen Khang, Nguyen - An Khuong |
| 2 | #273 | A Standardized Machine Learning Benchmark for Sequential Prediction of Organic Farming Transition: Evidence from Vietnam | Pham Quang-Dung, Phan TH Luyen |
| 3 | #403 | A Lattice-Network Stochastic Compartmental Model for Simulating the Spatial Spread of Whitefly-Vectored Plant Virus | SHIVANK, Singh Anurag, Sharma Ajay K., Ghanbarnejad Fakhteh |
| 4 | #415 | AI-Driven Hydroponic Decision Support with BiGRU Water-Quality Prediction and EfficientNetV2-B0 Crop Verification | Shekhar Shashank, Singh Anurag, Sunil Krishna, Cherifi Hocine |
| 5 | #132 | Query-Aware Age-of-Information Scheduling for Capacity-Constrained LPWAN Sensing DashboardsShort | Ngo Luong-Thanh-Tra |
S22 Visual Intelligence and Autonomous SystemsTue, Nov 17 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #9 | HGSA-GCN: Hierarchical Graph with Spectral-Spatial Adaptive Propagation for Hyperspectral Image Classification | Nguyen Tinh, Phan Tran Minh Khue |
| 2 | #129 | A Hybrid CNN–ViT Encoder with ARM Fusion-Coverage Decoding and Staged Training for Printed Mathematical Expression Recognition | Nguyen Tan Huy, Tran Gia Huy, Tra Hong Tai, MAI XUÂN TOÀN, TRAN TUAN ANH |
| 3 | #334 | ViT-enhanced CGAN Heuristics for Sampling-based Path Planning | Tran Tuan Kiet, Lo Hoang Bao, Truong Quynh Chi, Trang Le Hong |
| 4 | #345 | When Unseen Hands Transfer: A Zero-Shot Study of Cross-Embodiment Robotic GraspingShort | Nguyen Dieu Hien, Le Nguyen-Khang, Nguyen Le Minh |
| 5 | #365 | Semantic-Aware Cross-Camera Vehicle Identity Association for Intelligent Parking SurveillanceShort | Vinh Luan Lou, Ngo Luong-Thanh-Tra |
S23 Healthcare Prediction and Human SensingTue, Nov 17 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #17 | Relaxed Distance Decoding with Second-Nearest Ambiguity Filtering for split-FISH | Dao Duc Tu |
| 2 | #83 | Explainable Compact Neural Network for Wrist-Based Fall Detection and Direction Recognition with UCI Feature Pruning | Dang-Nhu Phuoc, Nguyen-Khanh Loi |
| 3 | #163 | AuStar: A Boundary-Aware Data Science Framework for Robust Vitamin D Deficiency Prediction from Routine Clinical Test Results | Nguyen Loc, Pham Duy, Nguyen Thu, Vo Khoa, Ta Thu-Thuy, Nguyen Phuc, Tu Anh Nguyen Hoang |
| 4 | #281 | A Multimodal Fusion Study of Deep Learning with Data Imbalance Handling for Mortality Predictions on ICU Patients with Alcohol-related Disorders | Nguyen Vu, Vo Chau |
| 5 | #154 | TriGuide-HumanSeg: A Lightweight Human Segmentation Framework for Edge DevicesShort | Le The Anh, Vo Phong Vinh, Pham Hoang Thang Nguyen, Pham Duy Thai, Pham Lenh Phan Cong |
S24 Scientific Machine Learning and ForecastingTue, Nov 17 · 15:30–16:45 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #143 | PITaSFS: Physics-Informed Taxonomy and Stability-Guided Feature Selection for Cross-Domain Wind Turbine Blade Fault Diagnosis | Bui Manh Quan, Son Nguyen Thanh, Trung Nguyen Van, Wang Jia-Ching |
| 2 | #271 | Adaptive Gaussian Kolmogorov-Arnold Networks as a Least-Squares Trial Space for A Posteriori Error Control | De Luca Pasquale, Di Nardo Emanuel, Quan Tho, Ciaramella Angelo |
| 3 | #328 | Predictive Sensitivity and Conditional CAM Stability under Controlled Image Transformations: Evidence from Tomato Leaf Disease Classification | Pham Tien Phuc, Quan Tho, Nageshwaran Vinoth, Ngo Trung Tin, Nguyen Huy, Duong Phu Bao, EZEKIEL SOUNDARARAJAN |
| 4 | #297 | Large-Scale GPU-Accelerated Shape-Based Time Series Clustering | Minh Pham Tri, Dương Tuấn Anh, Chau Vo Thi Ngoc |
| 5 | #272 | A Tiered Selection Framework Integrating Picture Fuzzy Hybrid Models for Hydrological Forecasting: Applications across Diverse River Systems in VietnamShort | Pham Quang-Dung, Nguyen Xuan Thao, Truong Thi Thuy Duong |
S25 Graph Learning for Health and BehaviorTue, Nov 17 · 15:30–16:45 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #250 | Weighted Causal Guide Learning for Dengue Forecasting | Do Thanh Duy, Thuan Nguyen Dinh, McLoone Seán, Jurek Anna, Bai Lu |
| 2 | #354 | SemTGN: A Two-Track Temporal Graph Framework for Simulated Infection-Risk Classification and Role-Conditioned Inductive Contact Prediction | Le Manh Hung, Thinh Tran Ngoc, Vietnam National University Ho Chi Minh City, Ho Van Lam, Long Tan Le, Nguyen Luong Anh Tuan |
| 3 | #360 | SemDrug: A Semantic-Aware Knowledge Graph Retrieval Framework for Inductive Biomedical Relation Prediction | Nguyen Minh Quan, Bui Duc Nhat, Nguyen Thi-Hau |
| 4 | #192 | CARL-Room: Community-Aware Reinforcement Learning for Student Roommate Allocation under Constraints | Pham Nguyen Huy Phuong, Bui C. Danh, Pham Van Canh, Phước Tôn Long, Tai Thanh Tuan |
| 5 | #210 | Network-Aware Event Sequence Modeling for User-Behavior and System Log Anomaly DetectionShort | Cao Thanh Tien, Trinh Tu Hoang, Tran Ha Manh |
S26 Trustworthy AI and Model MonitoringTue, Nov 17 · 15:30–16:45 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #308 | VERA: A Scalable Zero-Shot Framework for Explainable Deepfake Detection in Long-Form Video | Ung Hoàng Long, Dinh Truong Tran Duy, Luu Son |
| 2 | #401 | Uncertainty-Aware Transformation-Consistent Deepfake Detection Under Video Degradation | Chakraborty Bikramaditya, Singh Anurag |
| 3 | #378 | Exploring Biases in Large Language Models with Island Model Genetic Algorithm | Nguyen Thai Huy, Phan Quan Minh, Tran Khang, Nguyen Van Bich, Mai Tien-Dung, Duy Vo Nguyen Le, Luong Ngoc Hoang |
| 4 | #39 | Who Said It Before Matters: Reputational Epistemic Bias in Misinformation Detection | Hajek Petr, Munk Michal, Munková Daša, Chrastina Tomas |
| 5 | #344 | A Drift-Aware MLOps Framework for Multi-Model Serving: A Network Intrusion Detection Case StudyShort | Tran-Nguyen-Viet Hoang, Bui-Ngoc Thai, Le-Anh Tuan, Nguyen-Van Bao, Le Trung Quan |
Day 3 – Wednesday, November 18, 2026
Program at a glance
9:00–9:45
Rising Star Talk 2B4 auditorium
9:45–10:30
Rising Star Talk 3B4 auditorium
10:30–10:45
Tea break
10:45–12:00
12:00–13:30
LunchUniversity Cafeteria
Workshop sessions
AI-TECH01 AI-TECH Workshop: LLMs, Agents & RetrievalWed, Nov 18 · 10:45–12:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #417 | ViSciMMKG-VQA: Multimodal Knowledge Graph Reasoning for Vietnamese Scientific Visual Question Answering | Hai Nguyen Minh, Pham Van Dang, Anh Tran Hoang Tu |
| 2 | #418 | FlowLangGraphAgent: A Neuro-Symbolic LangGraph Agent for Algorithmic Flowchart Visual Question Answering | Hai Nguyen Minh, Khoa Huynh Duy, Pham Van Dang |
| 3 | #388 | A hybrid GraphRAG framework with temporal metadata modeling and multi-signal retrieval | Do Minh Phuc, Le Thanh Van |
| 4 | #253 | Ontology-Grounded Knowledge Graphs for High-Level Inference in Agentic AI Systems: A Semantic Knowledge Layer Architecture for Digital Government Services | Hoang Hanh, Lap Hien Do, Thi Thuy Trang Le, Bao Khoa Hoang |
AI-TECH02 AI-TECH Workshop: Data Mining & Prediction / Optimization & SchedulingWed, Nov 18 · 10:45–12:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #402 | Coast-Net: Spatial-Attention Deep Learning for Multi-Station Storm Surge Forecasting along the Vietnamese Coast | Nguyen Thu Van |
| 2 | #252 | A Method for Improving the Effectiveness of Collision Prediction Models Using Deep Learning | Le Thi Vinh Thanh, Nguyen Thi Tuyet Lan, Thu Do Minh, Tron Giang Thanh |
| 3 | #413 | MOMA: Preference-Conditioned Multi-Objective and Multi-Action Reinforcement Learning for Sustainable Heterogeneous HPC Scheduling | NGUYỄN PHÚC NHÂN, Bui Ngoc Minh, Nguyen Tran Phuong Mai, HOÀNG LÊ HẢI THANH, Thoai Nam |
| 4 | #387 | A Unified Physics-Informed Spatio-Temporal Graph Neural Network for Pressure and Flow Forecasting in Water Networks | Phan Phuoc-Minh, Le Thanh Van |
EXACT01 Special Session: EXACT CompetitionWed, Nov 18 · 10:45–12:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #133 | CoTu @ EXACT 2026: Neuro-Symbolic Reasoning for Transparent Educational QA | TRAN Quoc-Khang, Nguyen Minh-Thien, Thai Phu-An, Tung Bui Xuan, Ma Thanh, 001348 Pham Nguyen Khang |
| 2 | #283 | First-Order Logic Translation and Program-of-Thought Physics Solving for Explainable Educational Question Answering with Large Language Models | Dac Luong Nguyen, Bui Son Truong Thai, Trieu Pham Duong, Nguyen Quang Thien, Huynh Nam Thuyen, Luu Son |
| 3 | #309 | TRACE-Edu: Task-Aware Neuro-Symbolic Reasoning for Dual-Track Educational Question Answering | Tran Huan, Doan Khoa |
| 4 | #321 | Dual-Pipeline Consensus for Physics and LogicReasoning with a 4B-Parameter LLM | Truong Binh Minh, Do Tien Dung, Nguyen Do Trung Kien, Tran Nguyen Bao |
| 5 | #325 | UIT-DSDeTem at EXACT2026: Resource-Aware Hybrid System for Physics Question Answering with Graph-Based Symbolic Solvers and Selective Language-Model Assistance | Trần Minh Phát, Thiên Bảo Bùi |
IS-AAN01 Info Spread Workshop: Social Networks & Information Spread / Optimization & SchedulingWed, Nov 18 · 10:45–12:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #316 | Agent-based Modeling: Equilibrium, Echo Chambers, and Efficiency in Hybrid Coevolutionary Opinion Games | Jiang Ming-Zhi, Teng An-Tzu, Liu Jun-En, Chen Po-An, Li Yung-Ming |
| 2 | #313 | CAHS: A Context-Aware Hybrid Scheduling Framework for Dynamic Task Scheduling in Cloud of Things | Nguyen Thanh Binh, Pham-Quoc Cuong, Võ Thị Hồng Thắm |
| 3 | #397 | Dynamics of Interaction Networks of AI Agent and Human Online Forums | Semenov Alexander, Veremyev Alexander, Pasiliao Eduardo, Boginski Vladimir |
AI-TECH03 AI-TECH Workshop: Education, Knowledge & QA / IoT, Wireless & Edge SystemsWed, Nov 18 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #156 | Ontology-Driven Sentiment Analytics for Teaching Outcome Assessment from Vietnamese Open-Ended Student Feedback | Thuy Pham Thi Thu, Chi Thanh Bui, Minh Duc Huynh |
| 2 | #404 | Energy-Calibrated Knowledge Tracing: Formulation and an Empirical Reliability Assessment | Bich Thi Tran Lan, Ninh Duy Khanh, Nguyen Thi Bich Ngan, Huynh Hiep |
| 3 | #302 | ViFES: A Vietnamese Fine-grained Explainable Supervision Framework for Fact-checking | Ngoc Bui Phan Bao, Truong Cu Duc, Nguyen Vu, Khai Tran Thien |
| 4 | #196 | QSpec-Cal EEGNet: Leakage-Safe Quantum Spectral Calibration for Subject-Level Schizophrenia EEG Classification | Pham Lenh Phan Cong |
AI-TECH04 AI-TECH Workshop: Vision & Multimodal AI / Healthcare & Biomedical AIWed, Nov 18 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #209 | Distribution-Free, Physics-Anchored Raman Screening for Skin Cancer: Conformal Sensitivity Guarantees and Band-Level Explanations for Edge Deployment | Hoang Chu |
| 2 | #220 | POI-Urban: Semantic-Aware Multimodal POI Representation Learning for Zero-Shot Cross-Platform Transfer | Le-Thi-Thu Nga, Le-Tien Vu, Nguyen-Minh Nhat |
| 3 | #405 | ZK-VJEPA: Veriable Visual World Models with STARK Proofs on Starknet | Hoang Vo Nhan, Ninh Duy Khanh, Huynh Hiep |
| 4 | #409 | User-Intent Dynamics in Structured Latent Spaces for Sequential Recommendation | Nguyen Thi Kim Yen, Cong Tran An, Huynh Hiep |
IS-AAN02 Info Spread Workshop: Education, Knowledge & QA / LLMs, Agents & RetrievalWed, Nov 18 · 13:30–15:00 · Building B4, room TBA
| # | ID | Title | Authors |
|---|---|---|---|
| 1 | #324 | When to Let the Engine Compute: Tool-Augmented Generation for Explainable Educational Question Answering | Nguyễn Minh Chí, Nguyen Quoc Dat |
| 2 | #395 | Beyond Fact Retrieval: Multi-Agent Reasoning and Evaluation for Vietnamese Cultural Heritage QA | Tan Tran Minh, TRAN Quoc-Khang, Thai-Nghe Nguyen, Do Thanh-Nghi |
| 3 | #412 | Club-LoRA: Network-Inspired Structured Sparsification of Low-Rank Adapters via Optimal R-Robust 2-Clubs | Semenov Alexander, Khriyenko Oleksiy, Veremyev Alexander, Boginski Vladimir, Pasiliao Eduardo |