Agenda

Note: PAAP2022 will be organized as a virtual-only conference.Owning to the COVID-19 pandemic.

Poster:

Keynote1-2 Keynote3 Keynote4-6  
Session 1 Session 2 Session 3 Session 4
Session 5 Session 6 Session 7 Session 8

  • Nov.26, 2022
  • Nov.27, 2022
8:45-11:00 AM
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Meeting ID: 851 426 6401, Passcode: RnhZm5
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Meeting ID:309-797-810
Keynote Chair
Yidong Li ( Beijing Jiaotong University, China)
8:45-9:00 Welcome Ceremony
9:00-10:00 Keynote1: New Generation of Information Technology
Prof. Guoliang Chen ( Shenzhen University & University of Science and Technology of China )
10:00-11:00 Keynote2: Adaptive Machine Learning for Data Streams
Prof. Albert Bifet ( University of Waikato, New Zealand )
11:00-11:10 Tea Break
11:10-12:25 AM
Session1: High Performance Systems
Chairs:
Haibo Zhang ( Otago University, New Zealand )
Chuntao Ding ( Beijing Jiaotong University, China )
Tencent Meeting ID:129-210-752
11:10-11:35 Passivity-Based Finite-Time Consensus for Nonlinear Fractional-Order Multi-Agent Systems
Zeng-Ran Zhang, Jin-Liang Wang, Chen-Guang Liu and Jigang Wu
11:35-12:00 Identity-based Secure and Efficient Intelligent Inference Framework for IoT-Cloud System
Jingyi Li, Yidong Li, Chuntao Ding, Jinhui Yu and Yan Ren
12:00-12:25 Output Consensus for Second-Order Nonlinear Multi-Agent Systems
Zheng Xuanyuan, Jin-Liang Wang and Jigang Wu
Session2: Parallel Acceleration
Chairs:
Jigang Wu ( Guangdong University of Technology, China )
Shenyuan Ren ( Beijing Jiaotong University, China )
Tencent Meeting ID:430-775-919
11:10-11:35 Accelerating GNN Inference by Soft Channel Pruning
Wenbo Zhang, Jingwei Sun and Guangzhong Sun
11:35-12:00 Parallel accelerating ultra-long read alignment by vertical partitioning data
Deng Pan, Cheng Zhong, Danyang Chen, Jinxiong Zhang and Feng Yang
12:00-12:25 Efficient Heuristic Algorithm to Speed up GraphCut in GPU for Image Stitching
Tai Nguyen, Minh Bui, Huong Ninh, Tu Nguyen and Tien Hai Tran
14:00-14:40 PM
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Meeting ID: 851 426 6401, Passcode: RnhZm5
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Meeting ID:309-797-810
Keynote Chair
Yidong Li ( Beijing Jiaotong University, China)
14:00-14:40 Keynote3: Physics-informed deep learning for quantum systems: moving from speed to accuracy
Prof. Sam Vinko ( University of Oxford, UK )
14:40-14:50 Tea Break
14:50 - 16:55 AM
Session3: Distributed Artificial Intelligence for Cross-domain System
Chairs: 
Yongqi Sun ( Beijing Jiaotong University, China )
Haiyang Liu ( Beijing Jiaotong University, China )
Tencent Meeting ID:386-749-612
14:50-15:15 A Multi-object Detection Sampling Algorithm For Large Scenes
Liang Jin, Xiaochuan Li, Baoyu Fan, Zhenhua Guo, Ruidong Li, Li Wang, Yanwei Wang, Yaqian Zhao and Rengang Li
15:15-15:40 Cluster-based Federated Learning Framework for Intrusion Detection
Luxin Cai, Naiyue Chen, Yuanmeng Wei, Huaping Chen and Yidong Li
15:40-16:05 Hypergraphs: Concepts, Applications and Analysis
Wenping Zheng, Meilin Liu and Jiye Liang
16:05-16:30 The Fast Paillier Decryption with MontgomeryModular Multiplication Based on OpenMP
Decong Lin, Hongbo Cao, Chunzi Tian and Yongqi Sun
16:30-16:55 Progressive Differentiable Architecture Search Based Automatic Modulation Classification Method
Xiaofeng Chen, Xixi Zhang, Yu Wang, Jie Yang, Guan Gui and Hikmet Sari
Session4: Theory and Methodology of Autonomous Cooperative Operation Control in High-speed Railway
Chairs: 
Zhen Liu ( Beijing Jiaotong University, China )
Yuanzhouhan Cao ( Beijing Jiaotong University, China )
Tencent Meeting ID:501-409-587
14:50-15:15 Weakly Supervised Object Detection with Class Prototypical Network
Huifang Li, Yidong Li, Yuanzhouhan Cao, Yushan Han, Yi Jin, Yunchao Wei
15:15-15:40 Blockchain-based Secure Key Management model for High-speed Railway
Zikai Zhang, Jingyi Li, Yifei Sun, Yidong Li, Haifeng Song, Hairong Dong
15:40-16:05 A Bayesian Game-Based Train Protection Method Using Train-to-Train Communication
Wei Wu, Haifeng Song, Zixuan Zhang, Shiyao Zhang, Jochen Trinckauf, Hairong Dong
16:05-16:30 Learning Structure Affinity for Video Depth Estimation
Yuanzhouhan Cao, Yidong Li, Haokui Zhang, Chao Ren, Yifan Liu
16:30-16:55 A MPI programming model for fast bird nest detection on the railway catenary
Hongwei Zhao, Yidong Li, Siquan Wu, Zhen Tian and Junbo Liu
9:00-12:00 AM
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Meeting ID:642-244-973
Keynote Chair
He Jiang ( Dalian University of Technology, China)
9:00-10:00 Keynote4: Machine-Learning Enhanced Optimization for Task Scheduling in High-Performance Computing
Prof. Hong Shen ( Sun Yat-sen University, China )
10:00-11:00 Keynote5: Data-efficient Graph Learning by Knowledge Transferring and Augmentation
Prof. Xiangliang Zhang ( University of Notre Dame, USA )
11:00-12:00 Keynote6: A Hybrid Deep Learning Processor Architecture for Efficient Training
Prof. Yunji Chen ( Institute of Computing Technology Chinese Academy of Sciences, China )
14:00 - 15:40 PM
Session5: Heterogeneous Networks
Chairs: 
Rui Mao ( Shenzhen University, China )
Hui Zhang ( Beijing Jiaotong University, China )
Tencent Meeting ID:817-265-236
14:00-14:25 A HeteSim-Measured algorithm fused semantic features in heterogeneous social networks
Ping He, Shiyi Wang and Huaying Qi
14:25-14:50 Multi-Modal Virtual-Real Fusion based Transformer for Collaborative Perception
Hui Zhang, Guiyang Luo, Yuanzhouhan Cao and Yidong Li
14:50-15:15 An Efficient Ambient Noise Cross-Correlation Algorithm on Heterogeneous CPU-GPU Cluster
Chao Wu, Xing Tan, Huikun Li and Guangzhong Sun
15:15-15:40 Data Augmentation Method for Generating Titles in StackOverflow
Shikai Guo, Bowen Ping, Zixuan Song, Hui Li and Rong Chen
Session6: Privacy and Security
Chairs: 
Zheli Liu ( Nankai University, China )
Naiyue Chen ( Beijing Jiaotong University, China )
Tencent Meeting ID:346-702-378
14:00-14:25 Comparative Study on Data Sovereignty Guarantee Technology
Yaodong Tao and Shuai Yang
14:25-14:50 Traffic Speed Prediction of Road Cluster with Heterogeneous Sampling Frequency
Guiyuan Jiang, Peilan He, Jigang Wu, Yidan Sun and Thambipillai Srikanthan
14:50-15:15 Fake news detection method based on multi-feature fusion of entity and structured text
Tianqi Ren, Ke Ji, Zhenxiang Chen, Runyuan Sun, Kun Ma and Jin Zhou
15:15-15:40 MCVAE: Multi-channel Variational Autoencoder for Anomaly Detection
Wanzhen Zhang, Liheng Xu, Zhihui Yu, Zikai Zhang, Shuangyin Liu and Tonglai Liu
15:40-15:50 Tea Break
15:50 - 17:30 PM
Session7: Big Data Processing
Chairs: 
Jianxin Li ( Beihang University, China )
Jidong Yuan ( Beijing Jiaotong University, China )
Tencent Meeting ID:735-594-081
15:50-16:15 Deep Just-In-Time Consistent Comment Update via Source Code Changes
Shikai Guo, Xihui Xu, Rong Chen and Hui Li
16:15-16:40 Do Not Have Enough Data? An Easy Data Augmentation for Code Summarization
Zixuan Song, Xiuwei Shang, Mengxuan Li, Rong Chen, Hui Li and Shikai Guo
16:40-17:05 Joint Original Space and Latent Space for Multi-view Spectral Clustering
Ruiting Hu, Zhibin Gu and Songhe Feng
17:05-17:30 Information Diffusion with SIRP and SEIRP in Social Networks
Peihuang Huang
Session8: Deep Learning-based Algorithm
Chairs: 
Xianchao Zhang ( Dalian University of Technology, China )
Yuanzhouhan Cao ( Beijing Jiaotong University, China )
Tencent Meeting ID:514-346-816
15:50-16:15 Graph-based Multi-view Partial Multi-label Learning
Wei Liu and Songhe Feng
16:15-16:40 Multi-selection Attention for Multimodal Aspect-level Sentiment Classification
Yuqing Miao, Ronghai Luo, Tonglai Liu, Wanzhen Zhang, Guoyong Cai and Ming Zhou
16:40-17:05 Leveraging Graph to Improve Lexicon Enhanced Chinese Sequence Labelling
Kailan Zhang, Baopeng Zhang and Zhu Teng
17:05-17:30 Structuring Meaningful Code Changes in Developer Community
Shikai Guo, Mengxuan Li, Xin Ge, Hui Li and Rong Chen