Conference Schedule


December 4, 2021 ( Beijing Time)
N2 University Hall

09:00-20:00

Conference Check in and Materials Collection

18:00-20:00

Conference Reception

December 5, 2021 ( Beijing Time)
N2 University Hall

09:00-09:10

Welcome Speech

09:10-09:55

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

09:55-10:00

Group Photo

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

10:00-10:25

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

10:25-10:39

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

10:39-10:53

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

10:53-11:07

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

11:07-11:21

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

11:21-11:35

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

11:35-11:49

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

11:49-12:03

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

12:03-12:17

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

12:17-12:31

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

12:35-14:00

Conference Lunch (Buffet)

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

14:00-14:25

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

14:25-14:50

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

14:50-15:15

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

15:15-16:00

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

16:00-16:14

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

16:14-16:28

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

16:28-16:42

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

16:42-16:56

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

16:56-17:10

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

17:10-17:24

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

17:30-19:30

Conference Banquet

December 6, 2021 ( Beijing Time)
N2 University Hall

09:00-09:45

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

09:45-10:10

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

10:10-10:35

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

10:35-10:49

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

10:49-11:03

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

11:03-11:17

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

11:17-11:31

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

11:31-11:45

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, China

11:45-11:59

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

11:59-12:13

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

12:13-12:27

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

12:30-14:00

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.Li Li, University of Macau, China

14:00-14:25

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

14:25-14:39

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

14:39-14:53

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

14:53-15:07

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

15:07-15:21

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

15:21-15:35

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

15:35-15:49

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

15:49-16:03

VR based Intelligent Agriculture Service Platform
Hu Dayong, Jiangsu Ocean University, China

16:03-16:17

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

16:17-16:31

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

16:31-16:45

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

16:45-16:59

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

16:59-17:13

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

17:13-17:27

A Dual Weighted Shared Capsule Network for Diabetic Retinopathy Fundus Classification
Yong Luo, Guizhou cloud  big data industry development Co., Ltd, China

17:27-17:41

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

17:50-19:30

Conference Dinner (Buffet)

December 7, 2021 ( Beijing Time)
N2 University Hall

09:00-09:45

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

09:45-10:35

Panel Discussion
Panelists:
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

10:35-10:49

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

10:49-11:03

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

11:03-11:17

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

11:17-11:31

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

11:31-11:45

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

11:45-11:59

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

11:59-12:13

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

12:13-12:27

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

12:27-12:35

Closing Ceremony

12:40-14:00

Conference Lunch (Buffet)