ICNSC2024: 2024 INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC)
PROGRAM

Days: Friday, October 18th Saturday, October 19th Sunday, October 20th

Friday, October 18th

View this program: with abstractssession overviewtalk overview

11:00-13:30Lunch Break

LOCATION: Qiantang (1st Floor)

15:00-16:00 Session 1: Poster Presentation (Best Poster Competition)
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
16:00-17:30 Session 2: Tutorials

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

Saturday, October 19th

View this program: with abstractssession overviewtalk overview

09:30-10:20 Session 4: Keynote Speech 1 - Prof. Nirwan Ansari - On Green Internet of Things

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.

Chair:
10:20-10:40Coffee Break
10:40-11:30 Session 5: Keynote Speech 2- Prof. Nei Kato-Task Scheduling for Multi-Access Edge Computing in IRS-Aided Vehicular 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.

Chair:
11:30-13:30Lunch Break

LOCATION: Qiantang (1st Floor)

13:30-15:00 Session 6A: SS14: Large-Scale Graph Representation Learning
Chair:
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
13:30-15:00 Session 6B: SS16: Learning-based methods in complex systems
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)
13:30-15:00 Session 6C: Computer vision and image processing
Chairs:
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)
13:30-15:00 Session 6D: Path Planning and Production Scheduling
Chairs:
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
15:00-15:20Coffee Break
15:20-17:05 Session 7A: SS18: Advanced Strategies for Efficient and Secure Cyber-Physical Systems
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
15:20-16:50 Session 7B: SS19: Artificial Intelligence Technology and Applications
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)
15:20-17:05 Session 7C: Best Student Paper Competition
Chairs:
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
15:20-16:50 Session 7D: SS4: Intelligent and autonomous control systems and techniques
Chairs:
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
Sunday, October 20th

View this program: with abstractssession overviewtalk overview

09:00-09:50 Session 8: Keynote Speech 3 - Prof. Yong Liang GUAN -OAM Radio: A New Paradigm in Wireless Communication

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.

09:50-10:10Coffee Break
10:10-11:00 Session 9: Keynote Speech 4 - Prof. Changjun Jiang -智能算网系统

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。

Chair:
11:20-13:10Lunch Break

LOCATION: Qiantang (1st Floor)

13:10-14:40 Session 11A: Artificial Intelligence and its application in life and health care
Chairs:
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)
13:10-14:40 Session 11B: SS21: Exploring the Future of Network Computing: Innovation and Applications
Chairs:
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
13:10-14:40 Session 11C: Optimization and Production Scheduling
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
13:10-14:40 Session 11D: Online 1: Hybrid Topics
Chair:
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
14:40-15:00Coffee Break
15:00-16:00 Session 12A: SS15: Supervision and Management of Transportation Systems
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
15:00-16:00 Session 12B: SS7: Data-driven Computational Intelligence for Distributed Systems
Chair:
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
15:00-16:45 Session 12C: Online 2: Hybrid Topics
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
15:00-16:45 Session 12D: Online 3: Hybrid Topics
Chair:
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)
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