Conference Schedule

December 4, 2021 ( Beijing Time)
N1 Banquet Hall


Conference Check in and Materials Collection


Conference Reception(皇家葡萄餚餐廳)

December 5, 2021 ( Beijing Time)
N1 Banquet Hall


Welcome Speech


Keynote Speech Chaired by Prof.Xian-He Sun of Illinois Institute of Technology, USA
Solving Global Grand Challenges with High Performance Data Analytics
Prof. David A. Bader,Distinguished Professor, Director, Institute for Data Science New Jersey Instltute of Technology


Group Photo

Session 1:Heterogeneous and Intelligent Memory Systems
Session Chair
:Prof. Pengfei Su, University of California Merced, USA

Session Co-Chair:Dr.Baoli Lu, Institute of Semiconductors, Chinese Academy of Sciences, China


Invited Talk
Designing Fast and Scalable Storage Systems for Heterogeneous Memory
Prof. Xiaoyi Lu,University of California Merced, USA


XNOR-BSNN: In-Memory Computing Model for Deep Binarized Spiking Neural Network
Van Tinh Nguyen, Nara Institute of Science and Technology, Japan


High Efficiency Wake-up Asynchronous On-demand Radio Duty Cycle (WAORDC) Design for WSN
Onny Setyawati, Brawijaya University, Indonesia


WPU: A FPGA-based Scalable, Efficient and Software/Hardware Co-design Deep Neural Network Inference Acceleration Processor
Xie Xie, State Key laboratory of ASIC and System, Fudan University, China


SBHPS: A High Performance Consensus Algorithm For Blockchain
Yu Zhao, Zhejiang University, China


An Adaptive Cloud Bursting Job Scheduler based on Deep Reinforcement Learning
Seiju Yasuda, Osaka University, Japan


Analysis and Low-power Hardware Implementation of a Noise Reduction Algorithm
Ang Wang, Institute of Semiconductors, Chinese Academy of Sciences, China


Analysis of Resource Management Methods Based on Reinforcement Learning
Mingzhe Xing, Peking University, China


IoT Microservice Architecture for IoTaaS Device Users
Rinta Kridalukmana, Department of Computer Engineering Diponegoro University, Indonesia


HMILink: a zero-code programming system for embedded screen-type HMI
Sihao Chen, Zhejiang University, China


Conference Lunch 

Session 2: Efficient Deep Neural Networks for Image Processing in End Side Devices
Session Chair
:Prof. Xin Ning, Institute of Semiconductors, Chinese Academy of Sciences, China
Session Co-Chair:Dr. Chen Wang, Beihang University, China

Session Co-Chair:Dr.Linjun Sun, Institute of Semiconductors, Chinese Academy of Sciences, China


Invited Talk
Information Network embedding for A New Generation of Geosocial Recommendations
Prof. Hongzhi Yin, University of Queensland, Australia


Invited Talk
Towards a Unified Framework for Weakly-Supervised Learning
Prof. Chen Gong, Nanjing University of Science and Technology, China


Invited Talk
Efficient Object Detection in the Open World
Dr. Yuqing Ma, Beihang University, China


Keynote Speech Chaired by Prof.Xiao Bai, Beihang University, China
Using Archival Polar Images and Computer Vision to Measure Historical Changes in Glacier Extent and Volume
Prof. Edwin R. Hancock, Fellow of Royal Academy of Engineering, Emeritus Professor at the University of York, Adjunct Professor at Beihang University, Distinguished Chair Professor at Xiamen University, IAPR Fellow, IEEE Fellow, BMVA Distinguished Fellow


Intrusion Detection for in-vehicle CAN Networks Based on Auxiliary Classifier GANs
Mingqiang Chen, Nanjing University of Science and Technology, China


Chinese Electric Power Equipment Fault Recognition Based on Graph Convolutional Networks
Yusong Zhang, Beijing University of Posts and Telecommunications, China


2D-3D MatchingNet: Multimodal Point Completion with 2D Geometry Matching
Zaiyang Yu. Institute of Semiconductors, Chinese Academy of Sciences, China


Redundancy-Controlled Feature Selection for Fuzzy Neural Networks
Tao Gao, Beihang University, China


Image Deraining and Denoising Convolutional Neural Network For Autonomous Driving
Kaige Wang, Institute of Microelectronics of the Chinese Academy of Sciences, China


RGFN: Recurrent Graph Feature Network for ClickBait Detection
Haoran Zhang, Central University of Finance and Economics, China


Conference Banquet(新葡京7樓宴會廳)

December 6, 2021 ( Beijing Time)
N1 Banquet Hall


Keynote Speech Chaired by Prof.Cheng-Zhong Xu, University of Macau, China
Real-Time Intelligent Services for Internet of Things Applications
Prof. Tarek Abdelzaher, Sohaib and Sara Abbasi Professor and Willett Faculty Scholar at the Department of Computer Science, the University of Illinois at Urbana Champaign, IEEE Fellow, ACM Fellow

Session 3: Intelligent Architectures for Artificial Intelligent
Session Chair
:Dr. Jian Zhou, Huazhong University of Science and Technology, China

Session Co-Chair:Dr. Minxian Xu, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China


Invited Talk
Computational Storage: Another Fantasy or A Real Big Thing?
Prof. Tong Zhang, Electrical, Computer and Systems Engineering Department at Rensselaer Polytechnic Institute, USA


Invited Talk
Towards Energy-efficient System and Architecture for Artificial Intelligence
Prof. Yu Wang, Tsinghua University, China


A Survey on Capsule Networks: Evolution, Application, and Future Development
Nan Li, Shenzhen Institute of Artificial Intelligence and Robotics for Society, China


A Transformer-Based Spatial-Temporal Sleep Staging Model Through Raw EEG
Zheng Chen, Nara Institute of Science and Technology, Japan


Imitation Learning for Autonomous Driving Based on Convolutional and Recurrent Neural Networks
Chunling Du, Advanced Remanufacturing and Technology Center, ASTAR, Singapore


ML-LIRS: Leveraging Machine Learning to Improve the LIRS Replacement Algorithm
Robert Fabbro, University of Texas at Arlington, United States of America


ARResNet: A Convolutional Neural Network Based on Human Ear Features to Construct Abnormal Sound Detection System for Air-Conditioning
Qiaojian Han, School of Information Science and Engineering, ShanDong University, China


Design and Implementation of Feedback Cancellation Algorithm for Hearing Aids
Yuyan Lan, Institute of Semiconductors,Chinese Academy of Sciences, China


Improved Discrete Cuckoo Algorithm Based Relay Protection Setting Optimization
Yuanpeng Tan, China Electric Power Research Intsitute, China


Research on Graph Network Recommendation Algorithm Based on Random Walk and Convolutional Neural Network
Meng Huang, Jilin University, China


Conference Lunch (Buffet)

Session 4:Machine Learning for Massive Data Mining in Cyber-Physical Systems
Session Chair
:Dr. Bo Tang, Mississippi State University, USA
Session Co-Chair:Dr.Pengyang WANG, University of Macau, China


Invited Talk
Continual Learning: A Brain-Inspired Perspective
Prof. Haifeng Li, Central South University, China


The application framework of blockchain technology in higher education based on the smart contract
Prof.Tao Wu, South China Agricultural University, China


Facial Attributes Translation with Attention Consistency and Self-calibration
Xuan Xia, Shenzhen Institute of Artificial Intelligence and Robotics of Society, China


A Dual Weighted Shared Capsule Network for Diabetic Retinopathy Fundus Classification
Grace Ugochi Nneji, University of Electronic Science and Technology of China, China


Leveraging Knowledge Graph and Self-Attention with Residual Block for Paper Recommendation
Xinyue Pang, Inner Mongolia University, China


A Facial Electromyography Activity Detection Method in Silent Speech Recognition
Huihui Cai, Tianjin University, China


Application of Improved Multi-class Active Learning Algorithm in Data Processing
Jun Wei, Southwest Petroleum University, China


The Mechanism of Consultant Enhanced Credibility in Lifecycle Supply Chain Management
Tianqi Cai, Wuhan Longjin Science and Technology Inc., China


A Wearable Acoustic Sensor Based Driver Distraction Behaviour Recognition
Tao Li, Chang'an University, China


Producing Monomial Sets with Lower Calculation Complexity for Polynomial Fitting
Jingyi Liu, Institute of Semiconductors, Chinese Academy of Sciences, China


TLGAN: Conditional Style-Based Traffic Light Generation with Generative Adversarial Networks
Danfeng Wang, Shandong University, China


Fault Prediction Algorithm for Offshore Wind Energy Conversion System Based on Machine Learning
Jing Yang, Shandong Jiaotong University, China


A Discriminative Deep Neural Network for COVID-19 Detection
Yihang Zhao, University of Sheffield, United Kingdom


Research on Dynamic Early Warning Methods of Internet of Things Based on Big Data Mining
Yong Luo, Guizhou cloud  big data industry development Co., Ltd, China


Conference Dinner

December 7, 2021 ( Beijing Time)
N1 Banquet Hall


Keynote Speech Chaired by Prof. Weijun Li, Institute of Semiconductors, Chinese Academy of Sciences, China
Machine Vision and Intelligent Systems
Prof. Shengyong Chen, Distinguished Professor, IET Fellow, Vice President, Tianjin University of Technology

Session 5: ML for Systems and Systems for ML
Session Chair
:Prof. Song Jiang, University of Texas at Arlington, USA

Session Co-Chair:Dr.Li Li, University of Macau, China


Panel Discussion
Dr. Raju Rangaswami, Florida International University, USA
Dr. XUE Chun Jason, City University of Hong Kong, China
Dr. Yuan-Hao Chang, Institute of Information Science (IIS), Academia Sinica, China
Dr. Rubao Lee, Rateup Inc, China
Dr. Xiao-Feng Li, CoCoPIE, USA


Review Based on Attention Model
Lihe Yuan, Zhongnan University of Economics and Law, China


A fast humanoid robot arm for boxing based on servo motors
Jianchu Lin, Huaiyin Institute of Technology, China


A flexible 3D scanning system using convergent stereo vision integrated with an industrial manipulator
Thanh Nhat Luong, Think Alpha Company, Vietnam


Multi-step Prediction for Learning Invariant Representations in Reinforcement Learning
Xinyue Xu, Beijing Jiaotong University, China


Retinal Vessel Segmentation In Fundus Images Using Convolutional Neural Network
Chunhui Chen, University of Malaysia, China


Improving the Environmental Adaptability of Conditional Imitation Learning Driving Model
Zhihui Guo, Beijing Jiaotong University, China


Real-time Yawning Detection Based on Machine Learning Algorithm and Time Series Classification using Facial Feature Points
Kaihua Chen, China Agricultural University, China


A Modeling Method for Face Image Deblurring
Hao Tian, Institute of Semiconductors,Chinese Academy of Sciences, China


Closing Ceremony


Conference Lunch