Detailed Sessions

Agenda

Date: November 13-15, 2020

Venue: Xi'an International Conference Center (Qujiang Hotel)

November 13     The 4th CCF Forum on Smart Sensing and Urban Computing
Time 　 Chair Location
8:00~18:00 Registration Lobby （酒店大堂）
9:00~9:30 Opening Remark GPC 2020 Prof. Zhiwen Yu Intl. Conf. Hall 2（第二国际会议厅）
9:30~10:15 Prof. Daqing Zhang (Peking University, China) Dr. Liang Wang
10:15~11:00 Prof. Shuai Ma (Beihang University, China)
11:00~11:15 Coffee Break
11:15~11:45 Prof. Yanmin Zhu (Shanghai Jiaotong University, China) Dr. Liang Wang
11:45~12:15 Prof. Chao Chen (Chongqing University, China)
12:15~14:00 Conference Lunch Buffet （一楼雨林餐厅）
14:00~14:30 Prof. Chi Liu (Beijing Institute of Technology, China) Dr. Zhu Wang Intl. Conf. Hall 2（第二国际会议厅）
14:30~15:00 Prof. Lan Zhang (University of Science and Technology of China, China)
15:00~15:30 Prof. Shiwei Cheng (Zhejiang University of Technology, China)
15:30~16:00 Coffee Break
16:00~16:30 Prof. Zhenhua Li (Tsinghua University, China) Dr. Zhu Wang
16:30~17:00 Prof. En Wang (Jilin University, China)
17:00~17:30 Prof. Zhenzhe Zheng (Shanghai Jiaotong University, China)
19:00~21:00 Conference Reception Buffet （一楼雨林餐厅）
November 14
Time 　 Chair Location
8:00~18:00 Registration 　
9:00~9:30 Opening Remark GPC 2020 Prof. Zhiwen Yu Intl. Conf. Hall 2（第二国际会议厅）
9:30~10:30 Keynote I: Prof. Sumi Helal (Lancaster University, UK) Prof. Hai Jin
10:30~10:50 Coffee Break
10:50~11:50 Keynote II: Prof. Zhimin Liu (Southwest University, China) Prof. Bin Guo
11:50~13:30 Conference Lunch Buffet （一楼雨林餐厅）
13:30~15:30 Paper Session 1 (7 papers) Prof. Chaocan Xiang Intl. Conf. Hall 2（第二国际会议厅）
Paper Session 2 (7 papers) Prof. Zhiyong Yu Function Room 3（多功能厅三）
14:00~15:30 Panel: Mobile Intelligence Industry（移动智能产业应用展望） Hai Jin, Zhiwen Yu, Bin Guo, Yanmin Zhu, Lei Xie, Shiwei Cheng, Chao Chen, Dong Zhao, Zhenzhe Zheng Prof. Xiaoping Che Executive Meeting Room（行政会议室）
15:30~15:50 Coffee Break 　
15:50~17:50 Paper Session 3 (8 papers) Prof. Zhenzhe Zheng Intl. Conf. Hall 2（第二国际会议厅）
Paper Session 4 (7 papers) Prof. Xiaolin Fang Function Room 3（多功能厅三）
18:00~20:00 Conference Dinner 　 Dragon Palace（腾龙阁）
November 15
Time 　 Chair Location
9:00~9:40 Young Scientists’ Forum A/Prof. Lina Yao (University of New South Wales) Prof. Lei Xie Intl. Conf. Hall 2（第二国际会议厅）
9:40~10:20 Prof. Xuan Song (Southern University of Science and Technology)
10:20~10:40 Coffee Break
10:40~11:20 Prof. Lei Xie (Nanjing University) Dr. Helei Cui
11:20~12:00 Dr. Chen Luo (Amazon)
12:00~13:30 Conference Lunch Buffet（一楼雨林餐厅）
13:30~15:30 Short Paper Session (9 papers) Dr. Jiaqi Liu Intl. Conf. Hall 2（第二国际会议厅）
Workshop Session 1&2 (8 papers) Dr. Yunji Liang Function Room 3（多功能厅三）

Detailed Paper Sessions

Paper Session 1: 1. Device-free Sensing & Machine Learning
November 14 (Day 2) 13:30~15:30, Location: Intl. Conf. Hall 2（第二国际会议厅） 
Chair: Prof. Chaocan Xiang
1 Wavelet Analysis based Noncontact Vital Signal Measurements Using mm-Wave Radar
Luyao Liu, Wendong Xiao, Jiankang Wu, and Shenglang Xiao
2 Study on Feasibility of Remote Metal Detection Using Millimeter Wave Radar for Convenient and Efficient Security Check
Yixuan Lu, Weixi Chen, Haipeng Liu, and Anfu Zhou
3 Towards Fine-Grained Indoor White Space Sensing
Fan Wu, Yunlong Xiang, Zhenzhe Zheng, Yuben Qu, Xiaofeng Gao, Linghe Kong, Guihai Chen, and Biao Liu
4 Evaluating mmWave Sensing Ability of Recognizing Multi-people under Practical Scenarios
Lipeng Feng, Shibo Du, Zhen Meng, Anfu Zhou, and Huadong Ma
5 GradSA: Gradient Sparsification and Accumulation for Communication-Efficient Distributed Deep Learning
Bo Liu, Wenbin Jiang, Shaofeng Zhao, Hai Jin, and Bingsheng He
6 An Efficient Data Prefetch Strategy for Deep Learning Based on Non-Volatile Memory
Wenbin Jiang, Pai Liu, Hai Jin, and Jing Peng
7 Concept Stability Based Isolated Maximal Cliques Detection in Dynamic Social Networks
Jie Gao, Fei Hao, Erhe Yang, Yixuan Yang, and Geyong Min
Paper Session 2: Recommendation System & Crowdsensing
November 14 (Day 2) 13:30~15:30, Location: Function Room 3（多功能厅三）   
Chair: Prof. Zhiyong Yu
1 Mobile Crowd-Sensing System based on Participant Selection
Chunyu Tu, Lei Han, Leye Wang, and Zhiyong Yu
2 MI-KGNN: Exploring Multi-dimension Interactions for Recommendation based on Knowledge Graph Neural Networks
Zilong Wang, Zhu Wang, Zhiwen Yu, Bin Guo, and Xingshe Zhou
3 MGCN4REC: Multi-graph Convolutional Network for Next Basket Recommendation with Instant Interest
Yan Zhang, Bin Guo, Qianru Wang, Yueqi Sun, and Zhiwen Yu
4 Failure Prediction with Hierarchical Process in Private Cloud
Yaru Bao, Feilong Tang, and Lijun Cao
5 Research on Job Scheduling Algorithms Based on Cloud Computing
Gang Qiu, Yang Gao, and Yajun Zhang
6 BED: a Block-Level Deduplication-Based Container Deployment Framework
Shiqiang Zhang, Song Wu, Hao Fan, Deqing Zou, and Hai Jin
7 Quality-Aware and Penalty-Sensitive Opportunisitc Crowdsensing in Mobile Relay Networks
Ailun Song, Jingguang Zhou, Xiaofeng Gao, Haotian Wang, Fan Wu, and Guihai Chen
Paper Session 3: Urban Computing & IoT
November 14 (Day 2) 15:50~17:50, Location: Intl. Conf. Hall 2（第二国际会议厅）  
Chair: Prof. Zhenzhe Zheng
1 Using Deep Active Learning to Save Sensing Cost When Estimating Overall Air Quality
Dehao Lei, Zhiyong Yu, Peiguan Li, Lei Han, and Fangwan Huang
2 Interpretable Multivariate Time Series Classification based on Prototype Learning
Dengjuan Ma, Zhu Wang, Jia Xie, Bin Guo, and Zhiwen Yu
3 A Driver-centric Vehicle Reposition Framework via Multi-Agent Reinforcement Learning
Chenxi Liu, Mingyu Deng, Chen Chao, and Chaocan Xiang
4 Demand-Responsive Windows Scheduling in Tertiary Hospital Leveraging Spatiotemporal Neural Networks
Zhiyuan Wang, Ruiying Guo, Linghong Hong, Cheng Wang, and Longbiao Chen
5 An Improved Leaky-ESN for Electricity Load Forecasting
Qiaoying Lin, Fangwan Huang, Zhiyong Yu, and Li Li
6 Energy-aware Marginal Multi-Attribute Federated Query in IoT Networks
Xiaocui Li, Zhangbing Zhou
7 A Novel UAV Charging Scheme for Minimizing Coverage Breach in Rechargeable Sensor Networks 
Kulaea T Pauu, Han Xu, and Bang Wang
8 A Parallel Tasks Scheduling Algorithm with Markov Decision Process in Edge Computing
Jun Lu, Xing Guo, Xing-guang Zhao, and Hao Zhou
Paper Session 4: Human Computer Interaction & Positioning
November 14 (Day 2) 15:50~17:50, Location: Function Room 3（多功能厅三）   
Chair: Prof. Xiaolin Fang
1 MateBot: The Design of a Human-Like, Context-Sensitive Virtual Bot for Harmonious Human-Computer Interaction
Ziqi Wang, Bin Guo, Hao Wang, Helei Cui, Yang He, and Zhiwen Yu
2 User Behavior Analysis toward Adaptive Guidance for Machine Operation Tasks - Analysis of behavior diverences through skill-improving experiments
Long-fei Chen, Yuichi Nakamura, and Kazuaki Kondo
3 Behavior Fingerprints based Smartphone user Authentication: a Review
Imane Lamiche, Bin Guo, Yafang Yang, and Zhiwen Yu
4 A System to Find the Change of One's Vision Implicitly
Xiaolin Fang, Weiwei Wu, Ran Bi, Wei Bian, and Zenghui Zhang
5 Localization Research based on Low Cost Senso
Jian Zuo, Chenghao Zhang, Kuang-I Shu, Heng Zhang
6 MobiVision: A Novel Energy-efficient Mobile Deep Learning Framework for Computer Vision
Xiaoming Dai, Xinyi Liu, Guoqing Liu, Qing Yang, and Tianzhang Xing
7 Long-Range Gesture Recognition Using Millimeter Wave Radar
Yu Liu, Yuheng Wang, Haipeng Liu, Anfu Zhou, Jianhua Liu, and Ning Yang
Short Paper Session:
November 15 (Day 3) 13:30~15:30, Location: Intl. Conf. Hall 2（第二国际会议厅）
Chair: Dr. Jiaqi Liu
Note that each short paper has 12 mins (10 mins presentation with PPT + 2 mins Q&A). No need to prepare a POSTER.
1 An Improved Artificial Bee Colony Algorithm with Multiple Search Strategy
Jun Ma and Yunlong Zhao
2 A Drift Detection Method based on Diversity Measure and McDiarmid’s Inequality in Data Streams
Yuan Xia and Yunlong Zhao
3 An Improved Sparse Representation Classifier Based on Data Augmentation for Time Series Classification
Juhong Lu, Fangwan Huang, and Zhiyong Yu
4 Echo State Network Based on L0 Norm Regularization for Chaotic Time Series Prediction
Li Li, Fangwan Huang, and Zhiyong Yu
5 Prediction Technology for Parking Occupancy Based on Multi-dimensional Spatial-Temporal Causality and ANN Algorithm
Jian He, Jiahao Bai
6 Relative Floor Estimation for Indoor Co-Navigation: A Machine Learning Approach
Chanxin Zhou, Ao Luo, Bang Wang
7 Defect Detection of Production Surface based on CNN
Yi Sun, Yuexiao Cai, Yang Li, Yunlong Zhao
8 An Image-Based Method for 3D Human Shapes Retrieval
Pengjie Li and Yanfei Shen
9 Recovering Cloud Services using Hybrid Clouds under Power Outage
Yu Xia, Xueyong Xu, Wanyuan Wang, Xiujun He, Weiwei Wu, and Xiaolin Fang
Workshop Session 1: Urban Computing
November 15 (Day 3) 13:30~15:30, Location: Function Room 3（多功能厅三）
Chair: Dr. Yunji Liang
1 Differential Private Spatial Decomposition for Mobile Crowdsensing Using Staircase Mechanism
Qi Liu, Jianmin Han, Xin Yao, Juan Yu,Jianfeng Lu, and Hao Peng
2 A Visualization Analysis Approach for Logistics Customer Maintenance
Yang Liu and Ting Jiang
3 Short-term Traffic Speed Prediction via Machine Learning
Luis Romo, Jingru Zhang, Kevin Eastin, and Chao Xue
Workshop Session 2: Intelligent Transportation
November 15 (Day 3) 13:30~15:30, Location: Function Room 3（多功能厅三）
Chair: Dr. Yunji Liang
1 A Privacy Preserving Data Collecting Scheme in Vanet
Wang Qinglong, Tan Zhiqiang, Fan Na, and Duan Zongtao
2 An Experimental Method for CAV Dedicated Lane Setting Strategy
Hongge Zhu, Xiaodong Zhu, Zhigang Xu, Bin Tian, and Yuqin Zhang
3 Forecasting of Traffic Volume for Intelligent Transportation Systems via Support Vector Machine
Chuncheng Ma
4 Recovery Algorithm of Traffic Velocity Missing Data based on Probe Vehicles
Jianzong Zhang, Manyi Qian, and Dan Tao
5 The Influence of Text Length on Text Classification Model
Tingyue Liu, Yunji Liang, and Zhiwen Yu