Days: Friday, October 18th Saturday, October 19th Sunday, October 20th
View this program: with abstractssession overviewtalk overview
LOCATION: Qiantang (1st Floor)
Dynamic Weighted Random Leader Node Election Algorithm for Blockchain (abstract) PRESENTER: Pengyao Zhang |
An Abstract Interpretation-Based Framework for WCET Analysis of Parallel Programs (abstract) PRESENTER: Xinbang Hu |
Behavior Recognition of Ship Pilots Based on Multimodal Video Data (abstract) |
Sea Level Anomalies Prediction Via Two-stage Spatiotemporal Transformer (abstract) |
A Stochastic Reachable Set based Train Following Safety Protection Method for “Soft-Wall” Moving Block Train Control System (abstract) PRESENTER: Qianying Ma |
Steel Surface Defect Detection Algorithm Based on Improved YOLOv8 (abstract) PRESENTER: Jie Che |
Output feedback controls of a flexible wing under unknown constraint references (abstract) |
Research on Probability of Discharge in Emergency Departments Based on Stochastic Timed Petri Nets and Machine Learning (abstract) PRESENTER: Yinglong Wang |
FPRAN: A Hierarchical Generative Model for Few-Shot Pantograph Fault Diagnosis (abstract) PRESENTER: Qihui Xu |
Design of a Lightweight Human Pose Estimation Algorithm Based on AlphaPose (abstract) PRESENTER: Zichen Yang |
A Prior Knowledge-embedded Framework for Occupational Pneumoconiosis Staging (abstract) PRESENTER: Weiling Li |
Stretchable resistive NO2-mediated biomimetic olfactory synaptic electronics (abstract) |
Automatic Modeling and Verification of Smart Contracts based on Colored Petri Nets (abstract) PRESENTER: Zheng Huang |
Realization of an Immersive Virtual Factory for the Chemical Industry (abstract) PRESENTER: Yanshen Ying |
Low-light Video Object Tracking with Data Augmentation and Feature Alignment (abstract) PRESENTER: Yihao Qian |
Classification of Reachable Markings for Automated Manufacturing Systems with Multiple Unreliable Resources (abstract) PRESENTER: Jiahui Shen |
SS16: Convolutional Neural Network with A Novel Attention Mechanism for Skin Cancer Recognition (abstract) |
Improved Neural Interaction Networks model for Cyberbullying Detection (abstract) |
Rod Pumping System Fault Diagnosis Based on Multi-Model Ensemble Method (abstract) PRESENTER: Chenyu Tian |
Design and Fabrication of 3D-Printed Magnetically Triggered Soft-Porous Scaffolds for Drug Delivery (abstract) PRESENTER: Chaolu Yan |
Multi-agent Air Combat Decision-making Based on Battlefield Attention Information (abstract) PRESENTER: Yihuan Wang |
Research on Multi-task scheduling in smart warehouse systems based on dual-task chains (abstract) |
Application of effective transition covers on deadlock control of unsignalized intersection systems (abstract) PRESENTER: Shuqi Miao |
DMoblieNet: A Novel MobileNet with Dendritic Learning for Brain Tumor Detection (abstract) PRESENTER: Lin Zhong |
MCV-facilitated Green Energy Far-field Wireless Charging for MEC Network (abstract) PRESENTER: Jiashun Ling |
Tutorial 1: Production scheduling and multi-agent transportation in complex industrial processes
-Ziyan Zhao, Assistant Professor, Northeastern University
Tutorial 2: Memetic Computation for Combinatorial Optimization
-Yangming Zhou, Associate Professor, Shanghai Jiao Tong University
View this program: with abstractssession overviewtalk overview
Prof. Nirwan Ansari
Distinguished Professor of Electrical and Computer Engineering at the New Jersey Institute of Technology (NJIT), USA; IEEE Fellow, NAI Fellow; Editor-in-Chief of IEEE Wireless Communications
Title: On Green Internet of Things
Abstract: Internet of Things (IoT) networks are composed of essential communication infrastructures and edge devices, which enhance our understanding of the world and facilitate the efficient operation of modern life. However, large-scale IoT deployments inevitably result in unprecedented energy consumption, particularly for powering IoT networks. Specifically, communication infrastructures like cellular base stations significantly contribute to increasing global carbon emissions. Additionally, IoT wireless sensors, as edge devices, are projected to become some of the highest energy consumers in the near future. Recognizing the negative impact on the environment and climate change, the reliance on traditional, on-grid brown energy for IoT networks has garnered increasing attention. To meet global carbon peak and neutrality targets and establish an eco-friendly, energy-sustainable society, a transformative solution is the use of green (renewable) energy to power IoT networks. In this keynote, I will discuss several advanced technologies aimed at "greening" both communication infrastructures and edge devices, providing a pathway towards sustainable IoT networks.
Prof. Nei Kato
Full professor and the Dean with Graduate School of Information Sciences, Tohoku University, Japan; Fellow of The Engineering Academy of Japan; IEEE Fellow, IEICE Fellow; Editor-in-Chief of IEEE Internet of Things Journal
Title: Task Scheduling for Multi-Access Edge Computing in IRS-Aided Vehicular Networks
Multi-access Edge Computing (MEC) has played an important role in realizing intelligent beyond 5G (B5G) vehicular networks. The computation tasks of intelligent applications can be offloaded to and processed by near-end-user MEC servers to meet strict latency requirements. However, the latency of provided services is dependent on MEC processor scheduling and millimeter wave (mmWave) transmission conditions for the urban B5G vehicular networks. To alleviate the mmWave signal attenuation caused by buildings, Intelligent Reflecting Surface (IRS) has been regarded as efficient and prospective infrastructure. In this paper, we study the IRS-aided MEC-served vehicular networks and analyze the relationship between computation resource allocation and offloading policy at an intersection. Considering the vehicle mobility patterns, transmission conditions, and task sizes, we optimize the task scheduling by improving the allocation of limited processors and IRS resource. Moreover, the mutual interference among concurrent transmissions is taken into account. In this presentation, by assuming the moving directions available, a dynamic task scheduling algorithm is presented which considers both the communications and computations. The simulation results illustrate that the new scheme outperforms benchmark methods in terms of task offloading rate, computing rate, and finish rate for the IRS-aided MEC-served vehicular networks.
LOCATION: Qiantang (1st Floor)
| 13:30 | An Adaptive Temporal-dependent Tensor Low-rank Representation Model for Dynamic Communication Network Embedding (abstract) PRESENTER: Xin Liao |
| 13:45 | Orthogonal-Aware Constraint Neural Network Compression Based on Low-Rank Representation Learning (abstract) PRESENTER: Yaping He |
| 14:00 | Accelerated Asynchronous Parallel Stochastic Gradient Descent Algorithm for High-Dimensional and Sparse Data Low-rank Representation (abstract) PRESENTER: Qicong Hu |
| 14:15 | An Extended Canonical Polyadic-based Tensor Network for Dynamic QoS Prediction (abstract) PRESENTER: Qu Wang |
| 14:30 | A PID-incorporated Second-order Latent Factor Analysis Model for Recommender System (abstract) PRESENTER: Jialiang Wang |
| 14:45 | Autoregressive-incorporated Non-negative Latent Factorization of Tensors for Temporal Link Prediction in Cryptocurrency Transaction Network (abstract) PRESENTER: Zhou Yue |
| 13:30 | SS16: A CNN-LSTM model for electric load forecasting (abstract) |
| 13:45 | SS16: A Machine-learning and Discrete Multi-verse-optimizer-based Hybrid Method for Feature Selection (abstract) |
| 14:00 | Human Resource Allocation for Parallel Assembly Processes with Temporal and Spatial Constraints (abstract) PRESENTER: Xiaoqing Liu |
| 14:15 | A Knowledge-Driven Genetic Algorithm With Variable Neighborhood Search for Flexible Job Shop Scheduling Problems (abstract) PRESENTER: Tao Zhang |
| 14:30 | SS20: An improved BPNN-based Fault Diagnosis Method with Multi-domain Feature Extraction for PV Array (abstract) PRESENTER: Hong Cao |
| 14:45 | SS16: Attention Mechanism Assisted Deep Learning Algorithm for Multi-Category Household Waste Classification (abstract) |
| 13:30 | 3D Object Detection with Twin-surface Depth Completion and Pseudo-LiDAR Grid Fusion (abstract) PRESENTER: Haitao Yuan |
| 13:45 | Drone-Assisted QR Code Recognition Method for Warehouse Management (abstract) PRESENTER: Jiaqi Huang |
| 14:00 | A novel Dynamic Vision Sensor Image Rain Removal Method Based on Event Density Clustering (abstract) PRESENTER: Qiangxiao Zhou |
| 14:15 | A Digital Twin-Driven Guidance Method for Human-Machine Collaborative Assembly Operations Based on Machine Learning and Computer Vision (abstract) PRESENTER: Dinghao Cheng |
| 14:30 | Self-supervised Point Cloud Completion With Feature Augmentation For Large-scale Aerospace Components (abstract) PRESENTER: Yu Zhu |
| 14:45 | Combating Cyberbullied Images in the Real World: A Comparative Study of CNN Architectures (abstract) |
| 13:30 | SS13: A Fast Tabu Search Algorithm for the Emergency Route Planning for Forest Fires with Priority Level (abstract) PRESENTER: Junjie Zha |
| 13:45 | A CNN-based Fast Generalized Voronoi Diagrams Framework for Path Planning (abstract) PRESENTER: Feng Qian |
| 14:00 | An effective adaptive large neighborhood search algorithm for multi-AGV dispatching problem in matrix manufacturing systems (abstract) PRESENTER: Boyu Li |
| 14:15 | Integrated scheduling and location considering machine mobility (abstract) PRESENTER: Jiangyuan Hu |
| 14:30 | An Efficient Linear Programming Model for Dual-arm Cluster Tools with Chamber Cleaning Operation (abstract) PRESENTER: Guanzhong Wu |
| 14:45 | Scheduling of Multi-finger-robotic Cluster Tools with Multi-space Process Modules (abstract) PRESENTER: Lei Gu |
| 15:20 | A Reflection-based Channel-State Group Fingerprint to Detect Intrusion Devices in ICS (abstract) PRESENTER: Long Meng |
| 15:35 | Long-Periodicity Detection from Massive Alarms in Power System (abstract) PRESENTER: Xinyu Yang |
| 15:50 | URL-SemCom: An Alert Identification Model Based on URL Semantic Comprehension (abstract) PRESENTER: Jin'Ao Shang |
| 16:05 | SS18: Data-driven key parameter prediction of dryer section in the paper making process (abstract) |
| 16:20 | ss18: Redundant Constraints Identification Based Acceleration Method for Multi-Stage Robust SCUC Problems (abstract) PRESENTER: Yuxuan Zhang |
| 16:35 | SS18: A Wind-Pv-Hydropower-Hydrogen Collaborative Scheduling Method (abstract) PRESENTER: Wei Qiao |
| 16:50 | Checking Non-Interference Based on Unfolding Techniques of Petri Nets (abstract) PRESENTER: Hanqian Tu |
| 15:20 | Efficient Auxiliary Tasks for Skeleton-based Action Recognition (abstract) |
| 15:35 | Mitigating Catastrophic Forgetting through Knowledge Transfer and Weighted Loss Integration in Continual Learning (abstract) PRESENTER: Lin Zhong |
| 15:50 | Dynamic Graph Neural Networks with Neighborhood Constraints (abstract) PRESENTER: Xian Lv |
| 16:05 | Ultra-wideband Non-line-of-sight Recognition Method Based on MTF-CNN (abstract) PRESENTER: Yipeng Wang |
| 16:20 | Enhanced Segmentation for CT images of Visceral Organs based on Directional Connectivity (abstract) PRESENTER: Lihang Yao |
| 16:35 | An Improved Attention-based BiLSTM for PM2.5 Prediction in Air Environment (abstract) |
| 15:20 | A Crease-based Bending-insensitive Liquid Metal Sensor for Pressure Measurement on Curved Surfaces (abstract) PRESENTER: Puyan Li |
| 15:35 | An Immune Algorithm with Dual-level Ranking Mutation for Large-scale Multi-objective Multi-robot Maritime Patrolling (abstract) PRESENTER: Mingyang Chen |
| 15:50 | SS7:Data-driven Modeling and Working Condition Prediction in Process Industry Production (abstract) PRESENTER: Meifang Zhang |
| 16:05 | A Spatio-Temporal Transformer Network for Human Motion Prediction in Human-Robot Collaboration (abstract) PRESENTER: Yixiu Yuan |
| 16:20 | SS17: A Novel Evolutionary Neural Network based Approach for Bus Online Scheduling (abstract) PRESENTER: Wenyang Tian |
| 16:35 | Active-Passive-Combined Anomaly Detection in Electricity-Carbon Blockchain Trading System under Limited Bandwidth (abstract) PRESENTER: Tong He |
| 16:50 | SS7:An Improved Fireworks Algorithm for the Multi-Skilled Robot Hybrid Disassembly Line Balancing Problem (abstract) PRESENTER: Lei Xiao |
| 15:20 | Safe Reinforcement Learning-Based Adaptive Hierarchical Control Approach for Virtual Coupling Trains (abstract) PRESENTER: Gaoyun Cheng |
| 15:35 | Train Safety Control Based on Deep Deterministic Policy Gradient with Control Barrier Function (abstract) PRESENTER: Guoteng Wang |
| 15:50 | Cooperative Control Based on Distributed Model Predictive Control Method for Urban Rail Transit (abstract) PRESENTER: Jiahui Lv |
| 16:05 | ss4:Fault Diagnosis Method for On-board Interface Equipment of CTCS-3 Based on Temporal Knowledge Graph Completion (abstract) PRESENTER: Bingyan Zhou |
| 16:20 | Nested OODA: A C2 Model based on fractal theory (abstract) PRESENTER: Yuanbai Li |
| 16:35 | Analysis of the Impact of Situational Awareness Effectiveness Based on Wargame (abstract) PRESENTER: Yusheng Sun |
View this program: with abstractssession overviewtalk overview
Prof. Yong Liang GUAN
Associate Vice President, Nanyang Technological University (NTU), Singapore; Professor, School of Electrical and Electronic Engineering, NTU, Singapore
Title: OAM Radio: A New Paradigm in Wireless Communication
Abstract – In contrast to the planewave radio of today which has a uniform wavefront of spatial phase distribution, Orbital Angular Momentum (OAM) radio has a vortex wavefront with spiralling spatial phase distribution. OAM radio offers new exciting wireless communication and sensing possibilities not achievable by planewave MIMO radio, such as increased data-carrying capacities in LOS channels, enhanced micro-Doppler detection capability, and angular separation of overlapped LOS signals by using meta-surface. However, OAM signals and transceivers are faced with their fair share of new challenges and limitations too. In this talk, I will discuss some recent advances in OAM research in mitigating the challenges to realize the OAM promises.
Prof. ChangJun Jiang
Academician of the Chinese Academy of Engineering; Professor, Department of Computer Science and Technology, Tongji University, China
Title: 智能算网系统
报告摘要:
首先介绍了国家东数西算重大战略背景,分析了现状和问题;接着介绍了方舱计算的架构和特点,由此与东算西算固定网形成了舱网融合的智能算网系统,分析了它的创新优势,演示了同济智能算网系统;最后,指出了它的三步走计划及未来前景。
LOCATION: Qiantang (1st Floor)
| 13:10 | A Dynamic Visual Sensor Denoising Method Based on Event Density Classification (abstract) PRESENTER: Qiangxiao Zhou |
| 13:25 | Investigating Labeled Cyberbullying Incidents on the Weibo Social Network (abstract) |
| 13:40 | DF-EGM: Personalised Knowledge Tracing with Dynamic Forgetting and Enhanced Gain Mechanisms (abstract) PRESENTER: Hongyun Wang |
| 13:55 | Single-step and multi-step prediction for dissolved oxygen of Huangpu River based on feature engineering and the BiGRU-Attention-TCN model (abstract) |
| 14:10 | Addressing the Stability-Plasticity Dilemma in Continual Learning through Dynamic Training Strategies (abstract) PRESENTER: Qingya Sui |
| 14:25 | Leveraging the Nbeats Model for Predictions of Student Academic Outcomes (abstract) |
| 13:10 | Heuristic Elastic Scaling for Kubernetes Heterogeneous Microservices (abstract) PRESENTER: Song Wang |
| 13:25 | Joint Task Offloading and Resource Allocation for Blockchain-Empowered SAGIN (abstract) PRESENTER: Wenji Yang |
| 13:40 | Dynamic Bailout Model for Risk Contagion in Interbank Networks (abstract) PRESENTER: Yijun Chen |
| 13:55 | Transformer-Based Biometrics Method for Smart Phone Continuous Authentication (abstract) |
| 14:10 | SS6: Optimal Deployment of Heterogeneous Visual Sensor Networks for Target Coverage and Feature Aggregation with Lifetime Guarantee (abstract) PRESENTER: Xiaojian Zhu |
| 14:25 | Network Traffic Prediction with Decomposition and Multi-scale Autocorrelation in Large-scale Cloud Data Centers (abstract) PRESENTER: Haitao Yuan |
| 13:10 | Improved Meta-heuristics with a Sarsa Algorithm for Scheduling Distributed Permutation Flow Shops (abstract) |
| 13:25 | Guerrilla Warfare Strategy Ameliorate Beseige and Conquer Algorithm for Complex Optimization Problems (abstract) PRESENTER: Jiaqi Wu |
| 13:40 | Impact of machine capacity augmentation on the total completion time for parallel batch machines scheduling (abstract) PRESENTER: Xuanru Pan |
| 13:55 | SS12+Distributed Flow Shop Scheduling With Dynamic Job Arrival via Enhanced Genetic Algorithm (abstract) PRESENTER: Yaping Fu |
| 14:10 | Dynamic Gaussian mutation Particle Swarm Optimization for Accurate Adaptive Latent Factor Analysis (abstract) PRESENTER: Ziwen Ma |
| 14:25 | Solution Stability Judgment Mechanism Based on a Dynamic Grid System for Multi-objective Optimization Algorithms (abstract) PRESENTER: Mingran Li |
| 13:10 | A Visual Information-based Bidirectional Emotion Interaction Interface for Friendly and Empathic Collaborative Robots (abstract) PRESENTER: Jordan Murphy |
| 13:25 | A Segmentation-based Scheme to Expedite Block Propagation in Blockchain Networks (abstract) PRESENTER: Zhihan Qiu |
| 13:40 | A Meta Distribution-based Fine-Grained Analysis for Contention-based WiFi Backscatter Networks (abstract) PRESENTER: Yulei Wang |
| 13:55 | Time-Aware Density-Based Generative Network for Imbalanced Data in Credit Card Fraud Detection (abstract) PRESENTER: Yang Hong |
| 14:10 | A location-allocation problem of emergency facilities considering multi-resources under uncertainty (abstract) PRESENTER: Wei Cheng |
| 14:25 | Improvement of Multi-vehicle Queue Transformation Paths Based on MO-GWO (abstract) PRESENTER: Mingshuang Yu |
| 15:00 | SS15-Distributed and Coordinated Multi-Agent Learning for Resource Allocation in Vehicular Networks (abstract) |
| 15:15 | SS15: Multi-Agent Q-Learning and Max-Pressure Control for Large-Scale Traffic Signal Control (abstract) |
| 15:30 | SS15: Heuristic Strategies for Traffic Guidance in Scenarios with Multiple EVs and Multiple Accident Points (abstract) |
| 15:45 | Improved Proximal Policy Optimization Algorithm for Multi-objective Disassembly Line Balancing Considering Hazardous Tasks (abstract) PRESENTER: Liang Qi |
| 15:00 | SS7: New Class Discovery of Steel Surface Defects Using Multi-View Self-Labeling and Overclustering (abstract) PRESENTER: Lihang Yao |
| 15:15 | SS7:Long-term Water Quality Prediction based on Multimodal Fusion and Temporal 2D-variation (abstract) PRESENTER: Xiangxi Wu |
| 15:30 | DMGA: A Directional-Mutation Genetic Algorithm for CDMS problem of Kafka (abstract) PRESENTER: Hanbo Ma |
| 15:45 | Deep Causal Domain Generalization Network for Human Action Recognition in Internet of Behaviors (abstract) PRESENTER: Ruirui Zhong |
| 15:00 | Anomaly Detection Method for Business Processes Based on Graph Convolutional Neural Network (abstract) PRESENTER: Zihao Liu |
| 15:15 | Using Pyramid Vision Transformer for Assisting Glaucoma Diagnosis with Small Datasets (abstract) PRESENTER: Qinhao Wu |
| 15:30 | A Novel Graph-representation-based Multi-scale Feature Fusion Approach for Road Segmentation (abstract) |
| 15:45 | Control Architecture for Humanoid with Real-Time Electro-Hydraulic Actuator (abstract) PRESENTER: Maysoon Ghandour |
| 16:00 | Online Optimization Method for Virtually Coupled Train Operation Deviation from Reference Curve (abstract) PRESENTER: Bosi Li |
| 16:15 | A GAN-based hybrid sampling method for transaction fraud detection (abstract) PRESENTER: Junkai Shan |
| 16:30 | Human Emotion Recognition in Collaborative Tasks Using Virtual Reality Games (abstract) PRESENTER: Jianna Loor |
| 15:00 | SS7: Quantum annealing-based algorithm for resources constrained excavator procurement problem (abstract) PRESENTER: Linhao Chang |
| 15:15 | An Improved Safe Braking Model of Virtually Coupled Trains for Closer Tracking (abstract) PRESENTER: Wenxiao Yan |
| 15:30 | A Model Predictive Control Approach for Virtually Coupled Train Set Based on Multi-Phase Trajectory Planning (abstract) PRESENTER: Bosi Li |
| 15:45 | PID by Safe Reinforcement Learning for Vehicles Lateral Control (abstract) PRESENTER: Eslam Mahmoud |
| 16:00 | Active CyberAttack Detection on Autonomous Vehicle Using Model Predictive Control (abstract) PRESENTER: Abd Al-Rahman Hourani |
| 16:15 | SS21: Script Event Prediction Based on Knowledge Distillation of Large Language Models (abstract) PRESENTER: Chunning Hou |
| 16:30 | A Multimodal Collaborative RObot System for Human-Centered Tasks (abstract) PRESENTER: Maxim Lyons |