By Last Name
XU YongjunProfessor
Research Areas:
Artificial Intelligence Systems;Big Data Processing Technology
Department:
Domain-Oriented Intelligent System Research Center
Tutor Category:
Contact:
xyj@ict.ac.cn
Personal Page:
Dr. Xu is a Professor of Institute of Computing Technology, Chinese Academy of Sciences. He received the B.S. degree from Xi’an Academy of Posts and Telecommunications in 2001, and the Ph.D. degree in University of Chinese Academy of Sciences, in 2006, respectively. His current interests include artificial intelligence systems and big data processing technology.
Journal Papers:
1. Xu Y, Wang Q, AN Z, Wang F. Artificial Intelligence: A Powerful Paradigm for Scientific Research，The Innovation, 2021.
2. Li C , Xu Y , Xu Y J, et al. MLOPS: A SIC-Based Minimum Frame Length with Optimized Power Scheduling for UANs[J]. IEEE Access, 2019:1-1.
3. Wu L , Xu Y , Wang Q , et al. Mapping Global Shipping Density from AIS Data[J]. Journal of Navigation, 2017, 70(1):67-81.
4. Wang Q , Jaffrès-Runser K , Xu Y , et al. TDMA Versus CSMA/CA for Wireless Multihop Communications: A Stochastic Worst-Case Delay Analysis[J]. IEEE Transactions on Industrial Informatics. 2017, 13(2), 877-887.
5. Wang F , Xu Y , Zhang H , et al. 2FLIP: A Two-Factor Lightweight Privacy-Preserving Authentication Scheme for VANET[J]. IEEE Transactions on Vehicular Technology, 2016, 65(2):896-911.
6. Diao B , Xu Y , An Z , et al. Improving Both Energy and Time Efficiency of Depth-Based Routing for Underwater Sensor Networks[J]. International Journal of Distributed Sensor Networks, 2015, 2015:8.
7. Zhao D , An Z , Xu Y , et al. Time Synchronization in Wireless Sensor Networks Using Max and Average Consensus Protocol[J]. International Journal of Distributed Sensor Networks, 2013, 2013:388-391.
8. Zhu H , Li X , Xu Y , et al. An energy-efficient link quality monitoring scheme for wireless networks[J]. Wireless Communications and Mobile Computing, 2012, 12(4): 333-344
9. Xu C , Xu Y , Wang Z , et al. A topology-transparent MAC scheduling algorithm with guaranteed QoS for multihop wireless network[J]. Journal of Control Theory & Applications, 2011(1):106-114.
10. An Z , Zhu H , Li X , Xu C, Xu Y, Li X. Nonidentical Linear Pulse-Coupled Oscillators Model With Application to Time Synchronization in Wireless Sensor Networks[J]. IEEE Transactions on Industrial Electronics, 2011, 58(6):2205-2215.
11. Yang Y , Xu Y , Li X , et al. A Loss Inference Algorithm for Wireless Sensor Networks to Improve Data Reliability of Digital Ecosystems[J]. IEEE Transactions on Industrial Electronics, 2011, 58(6):2126-2137.
Conference Papers：
1. Yang C, An Z, Cai L, and Xu Y. Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
2. Yang C, An Z, Zhou H, Cai L, Zhi X, Wu J, Xu Y and Zhang Q. MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition. European Conference on Computer Vision (ECCV), 2022.
3. Yang C, Zhou H, An Z, Jiang X, Xu Y and Zhang Q. Cross-Image Relational Knowledge Distillation for Semantic Segmentation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
4. Yang C, An Z, Cai L, and Xu Y. Localizing Semantic Patches for Accelerating Image Classification. IEEE International Conference on Multimedia and Expo (ICME), 2022.
5. Yang C, An Z, Cai L, and Xu Y. Mutual Contrastive Learning for Visual Representation Learning. 36th AAAI Conference on Artificial Intelligence (AAAI), 2022.
6. Cai L, An Z, Yang C, An Z, Yan Y and Xu Y. Prior Gradient Mask Guided Pruning-aware Fine-tuning. 36th AAAI Conference on Artificial Intelligence (AAAI), 2022.
7. Shao Z, Zhang Z, Wei W, Wang F, Xu Y, Cao X, Christian J. Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting, in VLDB 2022.
8. Shao Z, Zhang Z, Wei W, Wang F, Xu Y. Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting, in CIKM 2022.
9. Qian Tangwen, Xu Y, Zhang Z, Wang F. Trajectory Prediction from Hierarchical Perspective, in ACM MM 2022.
10. Shao Z, Zhang Z, Wang F, Xu Y. Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting, in ACM SIGKDD 2022.
11. Sun Tao, Wang F, Zhang Z, Wu Lin, Xu Y. Human Mobility Identification by Deep Behavior Relevant Location Representation, in DASFAA 2022. (Best Student Paper Award)
12. Y Yan, R Guo, C Li, K Yang, Y Xu, Channel Pruning via Multi-Criteria based on Weight Dependency, 2021 International Joint Conference on Neural Networks (IJCNN), 1-8
13. Q Wang, J Liu, K Jaffrès-Runser, Y Wang, C He, C Liu, Y Xu, INCdeep: Intelligent Network Coding with Deep Reinforcement Learning, IEEE INFOCOM 2021, 1-10
14. Wu L , Xu Y , Wang F , et al. Real-time Ship Track Association: a Benchmark and a Network-Based Method. In 22th International Conference on Information Fusion (FUSION). IEEE, 2020.
15. Yang C , An Z , Zhu H , Hu X , Zhang K , Xu K , Li C , Xu Y. Gated Convolutional Networks with Hybrid Connectivity for Image Classification. AAAI 2020
16. Xu Y , Wang Q , Liu J , He C , Diao B , Xu Y. PDMAC-SIC: Priority-based Distributed Low Delay MAC with Successive Interference Cancellation for Industrial Wireless Networks. In 2019 20th Asia-Pacific Network Operations and Management Symposium (APNOMS)
17. Wu X , Wu L , Xu Y , et al. Vessel trajectory partitioning based on hierarchical fusion of position data. In 2015 18th International Conference on Information Fusion (Fusion)
18. Diao B , Xu Y , Wang Q, et al. A Reliable Depth-Based Routing Protocol with Network Coding for Underwater Sensor Networks. In 2016 IEEE 22nd International Conference on Parallel and Distributed Systems (ICPADS)
19. Wang Q , Jaffres-Runser K, Xu Y , et al. TDMA versus CSMA/CA for wireless multi-hop communications: A comparison for soft real-time networking. In 2016 IEEE World Conference on Factory Communication Systems (WFCS)
20. Diao B , Li P , An Z , Wang F , Xu Y. MRP-NEP: A Non-Equal-Probability Multicast Routing Protocol for Target Tracking in Wireless Sensor Networks, CSA 2013.
21. Wang F , Xu Y , Wu L , et al. Authenticating and Tracing Biological Anonym of VANET Based on KMC Decentralization and Two-Factor. In Proceeding of the 11th annual international conference on Mobile systems, applications, and services (Mobisys 2013) Poster
22. Wu L , An Z , Xu Y , et al. Human Tracking Based on LRF and Wearable IMU Data Fusion , The 12th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN’2013)