Tentative
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November 22 (Saturday) Conference Venue: ROOM 101 |
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| 08:00 - 09:10 | Registration & Arrival Tea/Coffee | |
| 09:00 - 09:30 | Opening Ceremony | |
| 09:30 - 10:30 |
Keynote Speaker: Dr Cheng-Zhong Xu Cloud-Edge Computing for Machine Learning and Large Models |
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| 10:30 - 11:00 | Coffee Break | |
| 11:00 - 12:00 |
Keynote Speaker: Dr Chee Peng Lim Computational Intelligence-based Models for Data Analytics: Architectures, Algorithms, and Applications |
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| 12:00 - 13:00 | Lunch | |
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Session 1-A Chair |
13:00 - 13:20 |
A Quantum-GenAI-Enhanced Framework for Predictive and Privacy-Preserving Surveillance in CCTV Networks Abir EL AZZAOUI, Byung Hyun Jo, Ji Su Park, Jungho Kang, James Jong Hyuk Park |
| 13:20 - 13:40 |
Enhance Privacy Protection by Reducing Information Exchanges in Multi-Agent System Consensus
Sheng Tian, Hong Shen, Wei Ke |
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| 13:40 - 14:00 |
Scalable Approximate Nearest Neighbor Search with PCA-Augmented HNSW in Vector Databases
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| 14:00 - 14:20 |
Enhancing Intellectual Property Rights Management through Blockchain Technology, Smart Contracts, and IPFS: An Integrative Approach
Yuanpeng Wang, Mohammadreza Hoseinyfarahabady, Albert Y. Zomaya |
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| 14:20 - 14:40 |
Blockchain-Assisted Lightweight Secure Aggregation in Federated Learning via Trust Aware Client Selection★ Su Liu, Hong Shen, Eddie K. L. Law, Chan Tong Lam |
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| 14:40 - 15:00 |
Robust Aggregation on Federated Distillation in Adversarial Environments via Entropy and Semantic-Aware Logit Filtering★ Xiao Ma, Hong Shen, Wei Ke, Wenqi Lyu |
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| 15:00 - 15:20 | Coffee Break | |
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Session 2-A Chair |
15:20 - 15:40 |
MuS-Q-Le: On the fly Multi-State Q-Learning for Large-Scale State and Action Spaces on GPU's Julian Gross |
| 15:40 - 16:00 |
Multiplex Networks Oriented Industrial Scheduling with Cross-Layer Enterprise Coordination and Heterogeneous Task Flows Zhenyu Wang, Bingru Bao, Yichuan Jiang, Xianghui Hu |
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| 16:00 - 16:20 |
Plug-and-Play Dynamic Programming for Parallel Execution and Benchmarking Jiang Long |
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| 16:20 - 16:40 |
Deep Q-Learning from Statistical Demonstrations for Efficient Battery Storage Energy Arbitrage Chois Zhi Cai, Hui Tian, Leo Yu Zhang, Lee Weng |
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| 16:40 - 17:00 |
AI-based Micro-services for Real-time Analysis of Crowdfunding Campaigns Performance★ Manar Ben Fraj, Nissaf Fredj, Ridha Jemmali, Samir Ksibi |
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| 17:00 - 17:20 |
TD3-Sched: Learning to Orchestrate Container-based Cloud–Edge Resources via Distributed Reinforcement Learning★ ShengYe Song, Minxian Xu, Kan Hu, Wenxia Guo, Kejiang Ye |
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November 22 (Saturday) Conference Venue: ROOM 102 |
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Session 1-B Chair |
13:00 - 13:20 |
Analysis of FM Modulated Wave Propagation at 4.5 GHz using SDR in a Controlled Scenario James Neira, Esneider Castiblanco |
| 13:20 - 13:40 |
Improving the Traditional Propagation Model on the Multi-layer Network: From Random Initialization to Relationship-driven Influence Zhengyi An, Xianghui Hu, Yichuan Jiang |
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| 13:40 - 14:00 |
Scenario-Aware Pareto Optimization for Limited-Round Unknown-Opponent Competition FanKe Chen, JiaKang Mei, Zongyang Liu, Yinghui Pan |
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| 14:00 - 14:20 |
A Comparative Performance of WiFi Spatial Reuse Solutions in 802.11ax Haonan Chi, Wee Lum Tan, Hui Tian |
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| 14:20 - 14:40 |
Machine Learning Forecasting of Romanian Earthquakes: Challenges and Opportunities★ Sara Boanca |
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| 14:40 - 15:00 |
Approximation algorithm for prize-collecting constraint sweep edge cover problem with base stations★ Ying Yin, Wencheng Wang, Xiaofei Liu |
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Session 2-B Chair |
15:20 - 15:40 |
CIIV: A Hybrid Framework for Real Time Container Image Integrity Verification Byoungchan Kim, Sejin Park |
| 15:40 - 16:00 |
VESTA-MADDRL: Joint Task Offloading and Service Placement in MEC-Vehicle Networks Based on Improved MADDPG Yintong Lu |
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| 16:00 - 16:20 |
Blockchain Solutions for Pharmaceuticals Supply Chain Integrity: Smart Contracts and RSA-Encrypted NFTs in Action Bang Le, Ngan Nguyen |
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| 16:20 - 16:40 |
Private UAV Mesh Networking for Live Match Video Streaming Prabhu Jyot Singh, Nitiraj Sandu |
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| 16:40 - 17:00 |
Adaptive AI for Power-Efficient IoT in Smart Agriculture★ Praveen Kumar Sayani |
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| 17:00 - 17:20 |
Cold-Start Microservice Workload Prediction by Dynamically Annealed Graph-Regularized Matrix Factorization★ Xiaoxuan Luo, Hong Shen, Wei Ke |
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November 23 (Sunday) Conference Venue: ROOM 101 |
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| 8:30 - 9:00 | Arrival Tea & Coffee | |
| 9:00 - 10:00 |
Keynote Speaker: Dr Michael Sheng AIoT: The History, A Decade-Long Research Program, and The Future Directions |
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| 10:00 - 10:20 | Coffee Break | |
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Session 3-A Chair |
10:20 - 10:40 |
Design of a Blockchain Plugin for Secure Electronic Medical Records Zhenglin Wang, Umair Ullah Tariq, MD Mamunur Rashid, Yufeng Lin, Steven Gordon, Fariza Sabrina, Salahuddin Azad |
| 10:40 - 11:00 |
Enhancing Intellectual Property Rights Management Through Blockchain and RSA-Encrypted NFTs Bang Le, Ngan Nguyen |
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| 11:00 - 11:20 |
AgnosL2: Adaptive Layer 2 Framework for Heterogeneous Blockchain Ecosystems Zhongli Dong, Young Choon Lee, Albert Y. Zomaya |
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| 11:20 - 11:40 |
Utility-aware Collaboration Structure Optimization in Federated Learning★ Qiqin Huang |
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| 11:40 - 12:00 |
Data-Transfer-Aware Microservice Deployment for Edge Computing★ Man Hou Lok, Hong Shen, Yingpeng Sang |
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| 12:00 - 13:00 | Lunch | |
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Session 4-A Chair |
13:00 - 13:20 |
Energy-Aware Optimization of CFD Workloads in HPC via Machine Learning-Based Dynamic CPU Scaling Imad kissami, Fahd Kalloubi |
| 13:20 - 13:40 |
Bandicoot: A Templated C++ Library for GPU Linear Algebra Ryan Curtin, Marcus Edel, Conrad Sanderson |
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| 13:40 - 14:00 |
gCloudSim: A GPU Accelerated Simulator for learning-driven Cloud Resource Optimisation Jie Zhao, Rajkumar Buyya |
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| 14:00 - 14:20 |
Cost-Performance Analysis: A Comparative Study of CPU-Based Serverless and GPU-Based Training Architectures Amine Barrak, Fabio Petrillo, Fehmi Jaafar |
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| 14:20 - 14:40 |
Efficient GNN-based Client Selection for Optimizing Resource Allocation in Hierarchical Federated Learning★ Chenghao Zhou, Huaiwen He, Hong Shen, Hui Tian |
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| 14:40 - 15:00 |
Efficient Parallel Implementation of the Pilot Assignment Problem in Massive MIMO Systems★ Eman Alqudah, Ashfaq Khokhar |
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| 15:20 - 16:00 | Coffee Break | |
| 17:30 - 22:00 | Banquet | |
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November 23 (Sunday) Conference Venue: ROOM 102 |
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Session 3-B Chair |
10:20 - 10:40 |
Real-Time Detection of Injection Attacks in Industrial Multi-Agent Systems Qi Yu, Kai Di, Chengge Duan, Xinwei Xue, Pan Li |
| 10:40 - 11:00 |
Quantum Multicast Communication in Mesh-of-Trees Networks: A Teleportation-Based Approach Ye Tao, Hong Shen, Fariza Sabrina, Steven Gordon, Fabio Serpiello |
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| 11:00 - 11:20 |
Efficient Computation of TDM Disjoint Paths in Networks Zhipeng Liu, Longkun Guo, Jiawei Lin |
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| 11:20 - 11:40 |
Adversarial Assembly: Leveraging LLMs to Evade CNN-Based Windows Malware Detection★ Md Mashrur Arifin, Brodie Abrew, Devyn Hubbs, Jyh-haw Yeh |
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| 11:40 - 12:00 |
PDP-RAG: Privacy-Preserving Retrieval-Augmented Generation Based on Personalized Differential Privacy★ Yufu Chen, Yingpeng Sang |
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| 12:00 - 13:00 | Lunch | |
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Session 4-B Chair |
13:00 - 13:20 |
MethaneSegNet: Methane Plume Segmentation via Multi-Scale SwinTransformer-Based Network Thi Hao Nguyen, Tran Dung Pham, Anh Tuan Nguyen, Chang Gyoon Lim, Seungbum Kim, Hoseop Lee, Jun Jo |
| 13:20 - 13:40 |
MIFNet: Mamba-based Information Fusion Network for Remote Sensing Change Detection Yichen Cui, Hong Shen , Chan Tong Lam |
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| 13:40 - 14:00 |
Radar Signal Recognition Based on DAVG-GRN Network★ Zeyu Tang, Hong Shen, Chan Tong Lam |
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| 14:00 - 14:20 |
Noise-Resilient Small Object Detection with Octave and Cross-Frequency Convolution Timothy Jo, Thi Hao Nguyen, Dong Duc Anh Nguyen, Anh Tuan Nguyen, Yongsik Chun, Jun Jo |
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| 14:20 - 14:40 |
Pyramid Mamba with Multi-Directional Scanning for Light Field Image Super-Resolution★ Wenqi Lyu, Wei Ke, Hao Sheng, Xiao Ma |
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| 14:40 - 15:00 |
Dual-Scale Motion Extraction for Enhanced Human Action Recognition Based on RGB and Skeleton Modalities★ Ke Xu, Hong Shen, Chan Tong Lam |
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| 15:00 - 15:20 |
An Approach to Enhance Image Recognition Using Improved Triplet-Loss and Reinforcement Learning and Active Learning★ Anh Khoa Ha, Ngoc Vu Nguyen, Trung Ky Nguyen, Long Van Ho, Tu Nga Ly, Senerath Jayatilake, Tran Dung Pham |
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| 15:20 - 16:00 | Coffee Break | |
| 17:30 - 22:00 | Banquet | |
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November 24 (Monday) Griffith Tour Visit and Collaboration Discussion |
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| 10:00 | Arriving at Griffith University | |
| 10:00-10:30 |
Griffith Programs Introduction |
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| 10:30-11:30 | Morning Tea | |
| 11:30-12:00 | Guided Tour at Griffith | |
| 12:00 | Conclude | |