Registration /Tea & Coffee

Opening Ceremony

Keynote 1: Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking

Prof. Dusit Niyato, College of Computing & Data Science (CCDS), Nanyang Technological University, Singapore

Keynote 2: Advances in Machine Learning for Automated Microsystems Design

Prof. Lihong Zhang, Memorial University, Canada

Coffee & Tea Break

S1-IPDA: Information Processing and Data Analysis, Chair: Nguyen-Son Vo, Duy Tan University, Vietnam

10:05 am Overview and Demonstrative Use Case of Quantum Machine Learning in Finance Chau Bao Phung, Bradley D. E. McNiven, Emmanuel Haven, Trung Q. Duong (Memorial University, Canada) 10:25 am Machine Learning Toxicity Prediction of Drug-Induced Liver Injury (DILI) with Grad-CAM Explainability Hoang Phi Yen Duong, Nghia Trong Vo, Vu Phong Pham (Memorial University, Canada), Tuan Thanh Nguyen (University of Greenwich, UK), Trung Q. Duong (Memorial University, Canada) 10:45 am Machine Learning-based ALS Diagnosis Using a Multi-Stage Gene Selection on Gene Expression Data Dinh-Quan Dang (Hanoi University, Vietnam), Hai-Long Nguyen, and Hai-Chau Le (Posts and Telecommunications Institute of Technology, Vietnam) 11:05 am Deep Sequential Learning for Adhesive Capsulitis Classification using Wearable IMU Sensors Kyuwon Lee (Seoul National University, South Korea), Sravan Kumar Konki (Seoul National University, South Korea), Seong-Ho Jang (Hanyang University Guri Hospital, South Korea), Joon Shik Yoon (Korea University Guro Hospital, South Korea), Hasuk Bae (Ewha Womans University Mokdong Hospital, South Korea), Shi-Uk Lee (Seoul National University, South Korea)

S2-TCSN: Telecommunications Systems and Networks, Chair: Long D. Nguyen, Dong Nai University, Vietnam

10:05 am Integrated Sensing, Communication, and Computation for Over-the-Air THz Band Internet of Things Anh-Tuan Tran, Trieu Phong Nguyen (Vietnam Aviation Academy, Vietnam), Van-Truong Truong, Dac-Binh Ha (Duy Tan University, Vietnam) 10:25 am Queue-Battery Markov Modeling for Covert UAV Communication with Solar and RF Energy Harvesting over Nakagami-m Fading Van Thuc Hoang (Thai Nguyen University of Information and Communication Technology, Viet Nam), Van Nhan Vo (Duy Tan University, Viet Nam), Truong Xuan Quach (Thai Nguyen University of Information and Communication Technology, Viet Nam), Tu Dac Ho (Norwegian University of Science and Technology, Norway), Hieu Dinh Tran (University of Luxembourg, Luxembourg), Shigeru Shimamoto, Zhenni Pan (Waseda University, Japan), Hung Tran (National Economics University, Viet Nam) 10:45 am On the Performance of an ELAA-enabled Near-field Monostatic Backscatter Communication System Muhammad Abdullah Khan (Kyung Hee University, South Korea), Muhammad Usman (The Australian National University, Australia), Haejoon Jung (Kyung Hee University, South Korea) 11:05 am Intelligent UAV Positioning and Fair Power Allocation via DRL in Cloud-Impaired HAP-to-UAV FSO/RF Systems Thang Van Nguyen, Huy Quoc Nguyen, Ngoc The Dang, Hien Thi Thuy Pham (Posts and Telecommunications Institute of Technology, Vietnam)

Lunch

Keynote 3: Optical Wireless Communication: From Underwater to Space Connectivity

Dr. Sujan Rajbhandari University of Strathclyde, UK

S2-TCSN: Telecommunications Systems and Networks, Chair: Nguyen-Son Vo, Duy Tan University, Vietnam

02:00 pm Secure and Energy-Efficient Low-altitude Wireless Networks via Joint UAV and STAR-RIS Beamforming: A Heterogeneous Multi-Agent DRL Approach Xinyue Liang, Hui Kang, Jiahui Li, Geng Sun (Jilin University, China), Jiacheng Wang, Changyuan Zhao, Dusit Niyato (Nanyang Technological University, Singapore) 02:20 pm Joint Optimization of Energy and Latency for Hybrid Near-Field and Far-Field Localization with Multi-access Edge Computing Le D. Khoa, Tri M. Tran (Ho Chi Minh City University of Technology, Vietnam), Ninh V. Tran, Long D. Nguyen (Dong Nai University, Vietnam) 02:40 pm Secrecy Capacity Maximization in UAV-Assisted RSMA Systems with Mobile Users using Multi-Agent Deep Reinforcement Learning Zhaoyi Feng (Shanghai University, China), Shengpeng Liu (Shanghai Fire Research Institute of MEM, China), Chunjia Tang (Shanghai University, China), Ali A. Nasir (Department of Electrical Engineering and Center for Communication Systems and Sensing, Saudi Arabia), Zhichao Sheng, Xue-Xia Yang (Shanghai University, China)

S3-SECP: Security and Privacy, Chair: Van Nhan Vo, Duy Tan University, Vietnam

02:00 pm A Novel Packet-Based Preprocessing Approach for Spiking Neural Networks Models to Enhance DDoS Detection Accuracy Lan Le Duc, An Nguyen Vo Thien, Phu Nguyen Phan Hai, Trang Hoang (Ho Chi Minh City University of Technology (HCMUT), VNU-HCM, Vietnam) 02:20 pm Automatic Modulation Classification using Quantum-Empowered Training Truong An To, Simon Cotton, Trung Q. Duong (Queen's University Belfast, UK), Hans-Jürgen Zepernick (Blekinge Institute of Technology, Sweden) 02:40 pm Policy Design in Zero-Trust Distributed Networks: Challenges and Solutions Fannya Ratana Sandjaja, Ayesha A. Majeed (Queen's University Belfast, UK), Abdullah Abdullah (Oxford university, UK), Gyan Wickremasinghe, Karen Rafferty, Vishal Sharma (Queen's University Belfast, UK)

Coffee & Tea Break

S4-INIS: Industrial Networks and Intelligent Systems, Chair: Nguyen-Son Vo, Duy Tan University, Vietnam

03:20 pm Transmission Mode Selection-based Content Caching for Real-time Swarm UAV-assisted 6G IoT Networks Thuong C. Lam (HUTECH University, Vietnam), Nguyen-Son Vo (Duy Tan University, Vietnam), Tan Do-Duy (Ho Chi Minh City University of Technology and Education, Vietnam), Long D. Nguyen (Dong Nai University, Vietnam), Thanh-Minh Phan (Vietnam Aviation Academy, Vietnam), Hung T. Nguyen (Ho Chi Minh City University of Transport, Vietnam), De-Thu Huynh (The Saigon International University, Vietnam) 03:40 pm An Attention-Enhanced Framework for Automated Fruit Ripeness and Quality Assessment Hoang Van Thien (HUTECH University, Vietnam), Tue Dinh Huynh Tue (University of Information Technology, VNU-HCM, VietNam) 04:00 pm Green Power Systems for Next-Generation Data Centers: A Technical Overview with Case Study Myungchin Kim, Byeongmin Kim (Chungbuk National University, South Korea), Viet-Thanh Le (Ton Duc Thang University, Vietnam), Nguyen-Son Vo (Duy Tan University, Vietnam)

Closing Remarks

Galla Dinner/ Banquet & Best Paper Award