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ORCIDXiao Song 0001
Person information
- affiliation (PhD 2006): Beihang University (BUAA), School of Cyber Science and Technology, Beijing, China
- affiliation (former): National University of Singapore, School of Computing, Singapore
Other persons with the same name
- Xiao Song — disambiguation page
- Xiao Song 0002 — SenseTime Group Limited, Hong Kong (and 1 more)
- Xiao Song 0003
![[0000-0001-6352-6542]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-6352-6542")
— Beijing University of Technology, Faculty of Information Technology, Beijing, China
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Journal Articles
- 2026
[j51]Bingli Sun, Yuchun Tu, Xiao Song:
Leveraging community detection for clustered federated learning on Non-IID data: From an information-theoretic perspective. Future Gener. Comput. Syst. 174: 108005 (2026)- 2025
- [j50]Songsong Liu, Wenxin Li, Xiao Song, Kaiqi Gong:
NP-FedKGC: a neighbor prediction-enhanced federated knowledge graph completion model. Appl. Intell. 55(3): 235 (2025) - [j49]Yong Li, Xiao Song, Kaiqi Gong, Songsong Liu, Wenxin Li:
Differentially private graph neural networks for graph classification and its adaptive optimization. Expert Syst. Appl. 263: 125798 (2025) - [j48]Wenxin Li, Xiao Song, Yuchun Tu:
GraphDRL: GNN-based deep reinforcement learning for interactive recommendation with sparse data. Expert Syst. Appl. 273: 126832 (2025) - [j47]Bingli Sun, Xiao Song, Yuchun Tu, Ming Liu:
FedAgent: Federated Learning on Non-IID Data via Reinforcement Learning and Knowledge Distillation. Expert Syst. Appl. 285: 127973 (2025) - [j46]Songsong Liu, Xiao Song, Yong Li, Kaiqi Gong, Yuchun Tu:
ALPPA: An accuracy-lossless and privacy-preserving aggregation strategy for federated knowledge graph completion model. Neurocomputing 630: 129693 (2025) - [j45]Jie He, Xiao Song, Ming Liu, Yong Li:
AdapFedRec: A framework for enhanced federated recommendations with adaptive client aggregation and sampling. Knowl. Based Syst. 324: 113754 (2025) - [j44]Wenxin Li, Lingyan Li, Sicheng Liu, Xiao Song, Lin Zhang:
Dynamic Scheduling With Task Migration in Cloud Manufacturing Using Hybrid Federated Deep Reinforcement Learning and Graph Neural Network Model. IEEE Trans Autom. Sci. Eng. 22: 14547-14561 (2025) - [j43]Yong Cui, Yu Pei, Qinglei Hu, Chen Wang, Xiao Song, Yichao Zhang, Shuxiang Cai, Wenjie Qu:
Extremely-Low-Frequency Transmitter Based on Oscillating Electret Toward Increasing Data Rate With Low Power Consumption. IEEE Trans. Ind. Informatics 21(7): 5381-5389 (2025) - 2024
- [j42]Wenxin Li, Xiao Song, Kaiqi Gong, Bingli Sun:
A product family-based supply chain hypernetwork resilience optimization strategy. Comput. Ind. Eng. 187: 109781 (2024) - [j41]Ming Liu, Xiao Song, Yong Li, Wenxin Li:
Correlated differential privacy based logistic regression for supplier data protection. Comput. Secur. 136: 103542 (2024) - [j40]Bingli Sun, Xiao Song, Wenxin Li, Lu Liu, Guanghong Gong, Yan Zhao:
A user review data-driven supplier ranking model using aspect-based sentiment analysis and fuzzy theory. Eng. Appl. Artif. Intell. 127(Part A): 107224 (2024) - [j39]Yuchun Tu, Wenxin Li, Xiao Song, Kaiqi Gong, Lu Liu, Yunhao Qin, Songsong Liu, Ming Liu:
Using graph neural network to conduct supplier recommendation based on large-scale supply chain. Int. J. Prod. Res. 62(24): 8595-8608 (2024) - [j38]Kaiqi Gong, Xiao Song, Wenxin Li, Senzhang Wang:
HN-GCCF: High-order neighbor-enhanced graph convolutional collaborative filtering. Knowl. Based Syst. 283: 111122 (2024) - [j37]Yong Cui, Chen Wang, Qinglei Hu, Bin Xu, Xiao Song, Zhihong Yuan, Yingzhen Zhu:
A Novel Positioning Method for UAV in GNSS-Denied Environments Based on Mechanical Antenna. IEEE Trans. Ind. Electron. 71(10): 13461-13469 (2024) - [j36]Ruiping Wang, Zhijian Hu, Xiao Song, Wenxin Li:
Trajectory Distribution Aware Graph Convolutional Network for Trajectory Prediction Considering Spatio-Temporal Interactions and Scene Information. IEEE Trans. Knowl. Data Eng. 36(8): 4304-4316 (2024) - 2023
- [j35]Ruiping Wang, Xiao Song, Zhijian Hu, Yong Cui:
Spatio-Temporal Interaction Aware and Trajectory Distribution Aware Graph Convolution Network for Pedestrian Multimodal Trajectory Prediction. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - 2022
- [j34]Yong Cui, Xiao Song, Qinglei Hu, Yang Li, Pavika Sharma, Shailesh Khapre:
Human-robot interaction in higher education for predicting student engagement. Comput. Electr. Eng. 99: 107827 (2022) - [j33]Xiashuang Wang, Ni Li, Guanghong Gong, Xiao Song, Yanqi Guo:
Load-balancing scheduling of simulation tasks based on a static-dynamic hybrid algorithm. J. Simulation 16(2): 182-193 (2022) - [j32]Lu Liu, Xiao Song, Zhetao Zhou:
Aircraft engine remaining useful life estimation via a double attention-based data-driven architecture. Reliab. Eng. Syst. Saf. 221: 108330 (2022) - [j31]Yi Wang, Xiao Song, Kai Chen, Xing Zhang, Ming Tie, Hong Fang:
A novel singular value decomposition-based similarity measure method for non-local means denoising. Signal Image Video Process. 16(2): 403-410 (2022) - [j30]Kai Chen, Xiao Song, Haitao Yuan, Xiaoxiang Ren:
Fully Convolutional Encoder-Decoder With an Attention Mechanism for Practical Pedestrian Trajectory Prediction. IEEE Trans. Intell. Transp. Syst. 23(11): 20046-20060 (2022) - [j29]Yong Cui, Xiao Song, Jianwei Liu, Kai Chen, Guoqiang Shi, Junhua Zhou, Tamizharasi G. Seetharam:
AACF - Accessible Application-Centric Framework for the Internet of Things Backhauled Smart City Applications. IEEE Trans. Netw. Sci. Eng. 9(3): 980-989 (2022) - [j28]Xiao Song, Kai Chen, Xiaoxiang Ren, Haitao Yuan:
Pedestrian Trajectory Prediction in Heterogeneous Traffic using Facial Keypoints-based Convolutional Encoder-decoder Network. ACM Trans. Internet Techn. 22(4): 83:1-83:14 (2022) - 2021
- [j27]Zhiyong Tang, Jianbing Yang, Zhongcai Pei, Xiao Song:
Coordinate-based anchor-free module for object detection. Appl. Intell. 51(12): 9066-9080 (2021) - [j26]Ruiping Wang, Yong Cui, Xiao Song, Kai Chen, Hong Fang:
Multi-information-based convolutional neural network with attention mechanism for pedestrian trajectory prediction. Image Vis. Comput. 107: 104110 (2021) - [j25]Ni Li, Luming Zhao, Chenying Bao, Guanghong Gong, Xiao Song, Chao Tian:
A real-time information integration framework for multidisciplinary coupling of complex aircrafts: an application of IIIE. J. Ind. Inf. Integr. 22: 100203 (2021) - [j24]Yi Wang, Xiao Song, Kai Chen:
Channel and Space Attention Neural Network for Image Denoising. IEEE Signal Process. Lett. 28: 424-428 (2021) - [j23]Kai Chen, Xiao Song, Xiaoxiang Ren:
Pedestrian Trajectory Prediction in Heterogeneous Traffic Using Pose Keypoints-Based Convolutional Encoder-Decoder Network. IEEE Trans. Circuits Syst. Video Technol. 31(5): 1764-1775 (2021) - [j22]Xiao Song, Kai Chen, Xu Li, Jinghan Sun, Baocun Hou, Yong Cui, Baochang Zhang, Gang Xiong, Zilie Wang:
Pedestrian Trajectory Prediction Based on Deep Convolutional LSTM Network. IEEE Trans. Intell. Transp. Syst. 22(6): 3285-3302 (2021) - 2020
- [j21]Wenjie Tang, Wentong Cai, Yiping Yao, Xiao Song, Feng Zhu:
An alternative approach for collaborative simulation execution on a CPU+GPU hybrid system. Simul. 96(3) (2020) - [j20]Wenjie Tang, Yiping Yao, Tianlin Li, Xiao Song, Feng Zhu:
An Adaptive Persistence and Work-stealing Combined Algorithm for Load Balancing on Parallel Discrete Event Simulation. ACM Trans. Model. Comput. Simul. 30(2): 12:1-12:26 (2020) - 2019
- [j19]Yong Cui, Xiao Song, Luxing Zhao, Haiwen Yuan, Guifang Wu, Chen Wang:
WSN-Based Measurement of Ion-Current Density Under High-Voltage Direct Current Transmission Lines. IEEE Access 7: 10947-10955 (2019) - [j18]Kai Chen, Xiao Song, Xiang Zhai, Baochang Zhang, Baocun Hou, Yi Wang:
An Integrated Deep Learning Framework for Occluded Pedestrian Tracking. IEEE Access 7: 26060-26072 (2019) - [j17]Zhiyong Tang, Jianbing Yang, Zhongcai Pei, Xiao Song, Baoshuang Ge:
Multi-Process Training GAN for Identity-Preserving Face Synthesis. IEEE Access 7: 97641-97652 (2019) - [j16]Bowen Liang, Yong Cui, Xiao Song, Liangya Li, Chen Wang:
Multi-block electret-based mechanical antenna model for low frequency communication. Int. J. Model. Simul. Sci. Comput. 10(5): 1950036:1-1950036:13 (2019) - [j15]Xiao Song, Hongnan Xie, Jinghan Sun, Daolin Han, Yong Cui, Bin Chen:
Simulation of Pedestrian Rotation Dynamics Near Crowded Exits. IEEE Trans. Intell. Transp. Syst. 20(8): 3142-3155 (2019) - 2018
- [j14]Da Teng, Xiao Song, Guanghong Gong, Junhua Zhou:
Learning robust features by extended generative stochastic networks. Int. J. Model. Simul. Sci. Comput. 9(1): 1850004:1-1850004:11 (2018) - [j13]Yong Cui, Haiwen Yuan, Xiao Song, Luxing Zhao, Yumeng Liu, Liwei Lin:
Model, Design, and Testing of Field Mill Sensors for Measuring Electric Fields Under High-Voltage Direct-Current Power Lines. IEEE Trans. Ind. Electron. 65(1): 608-615 (2018) - 2017
- [j12]Bo Hu Li, Xiao Song, Lin Zhang, Jing Liu, Peng Chi, Tingyu Lin, Xing Zhang, Yuanjun Laili, Fei Tao, Tan Li:
CoSMSOL: Complex system modeling, simulation and optimization language. Int. J. Model. Simul. Sci. Comput. 8(2): 1741002:1-1741002:21 (2017) - [j11]Yanan Zhou, Yaofei Ma, Xiao Song, Guanghong Gong:
Hierarchical fuzzy ART for Q-learning and its application in air combat simulation. Int. J. Model. Simul. Sci. Comput. 8(4): 1750052:1-1750052:19 (2017) - [j10]Xiao Song, Ziping Xie, Yan Xu, Gary Tan, Wenjie Tang, Jing Bi, Xiaosong Li:
Supporting real-world network-oriented mesoscopic traffic simulation on GPU. Simul. Model. Pract. Theory 74: 46-63 (2017) - 2016
- [j9]Chen Yang, Peng Chi, Xiao Song, Tingyu Lin, Bo Hu Li, Xudong Chai:
An efficient approach to collaborative simulation of variable structure systems on multi-core machines. Clust. Comput. 19(1): 29-46 (2016) - [j8]Jin Yan, Xiao Song, Guanghong Gong:
Averaged ratio between complementary profiles for evaluating shape distortions of map projections and spherical hierarchical tessellations. Comput. Geosci. 87: 41-55 (2016) - [j7]Yi Wang, Jiangyun Wang, Xiao Song, Liang Han:
An Efficient Adaptive Fuzzy Switching Weighted Mean Filter for Salt-and-Pepper Noise Removal. IEEE Signal Process. Lett. 23(11): 1582-1586 (2016) - 2015
- [j6]Yong Cui, Qiusheng Wang, Haiwen Yuan, Xiao Song, Xuemin Hu, Luxing Zhao:
Relative Localization in Wireless Sensor Networks for Measurement of Electric Fields under HVDC Transmission Lines. Sensors 15(2): 3540-3564 (2015) - [j5]Yulin Wu, Xiao Song, Guanghong Gong:
Real-time load balancing scheduling algorithm for periodic simulation models. Simul. Model. Pract. Theory 52: 123-134 (2015) - 2014
- [j4]Yan Xu, Xiao Song, Zhiyong Weng, Gary Tan:
An Entry Time-based Supply Framework (ETSF) for mesoscopic traffic simulations. Simul. Model. Pract. Theory 47: 182-195 (2014) - 2013
- [j3]Lin Zhang, Xiao Song, Hongyan Quan, Mingqi Yu, Yan Gao:
Editorial. Int. J. Model. Simul. Sci. Comput. 4(4): 1302001 (2013) - 2010
- [j2]Xiao Song, Xudong Chai, Li Zhang, Guanghong Gong:
Modeling framework for product lifecycle information. Simul. Model. Pract. Theory 18(8): 1080-1091 (2010) - 2008
- [j1]Xiao Song, Bo Hu Li, Xudong Chai:
Research on key technologies of complex product virtual prototype lifecycle management (CPVPLM). Simul. Model. Pract. Theory 16(4): 387-398 (2008)
Conference and Workshop Papers
- 2024
- [c20]Zhihong Yuan, Yong Cui, Xiao Song, Zhi Cui, Yiming Li, Wenjie Qu:
Simulation of Space Radiation Model for Multilayer Electret Based Low Frequency Antennas. AsiaSim 2024: 101-113 - 2023
- [c19]Kai Chen, Yujie Huang, Xiao Song:
Convolutional Transformer Network: Future Pedestrian Location in First-Person Videos Using Depth Map and 3D Pose. AsiaSim (1) 2023: 44-59 - [c18]Ying Cui, Xiao Song, Yancong Li, Wenxin Li, Zuosong Chen:
Research on Security Assets Attention Networks for Temporal Knowledge Graph Enhanced Risk Assessment. AsiaSim (1) 2023: 390-404 - [c17]Lu Liu, Xiao Song, Bingli Sun, Guanghong Gong, Wenxin Li:
MMoE-GAT: A Multi-Gate Mixture-of-Experts Boosted Graph Attention Network for Aircraft Engine Remaining Useful Life Prediction. AsiaSim (1) 2023: 451-465 - 2022
- [c16]Yongxuan Xie, Xiao Song, Yuchun Tu, Yong Cui, Junhua Zhou, Yanjun Zhai:
Research on Graphical Modeling and Simulation Method of Control System Based on Python. AsiaSim (1) 2022: 51-73 - [c15]Kaiqi Gong, Xiao Song, Senzhang Wang, Songsong Liu, Yong Li:
ITSM-GCN: Informative Training Sample Mining for Graph Convolutional Network-based Collaborative Filtering. CIKM 2022: 614-623 - 2019
- [c14]Kai Chen, Xiao Song, Hang Yu:
Conv-LSTM: Pedestrian Trajectory Prediction in Crowded Scenarios. AsiaSim 2019: 29-39 - [c13]Hang Ji, Junhua Zhou, Luan Tao, Xiao Song, Guoqiang Shi, Chao Ruan, Tingyu Lin, Xiang Zhai:
A Framework for Joint Simulation of Distributed FMUs. AsiaSim 2019: 43-53 - [c12]Ruiping Wang, Xiao Song, Junhua Zhou, Xu Li:
Tolerance Coefficient Based Improvement of Pedestrian Social Force Model. AsiaSim 2019: 201-210 - 2018
- [c11]Jing Liu, Xiao Song, Jinghan Sun, Ziping Xie:
Global A* for Pedestrian Room Evacuation Simulation. BigComp 2018: 573-577 - 2017
- [c10]Jing Bi, Haitao Yuan, Junfei Qiao, MengChu Zhou, Xiao Song:
Temporal request scheduling for energy-efficient cloud data centers. ICNSC 2017: 180-185 - [c9]Wenjie Tang, Yiping Yao, Feng Zhu, Tianlin Li, Xiao Song:
A work-stealing based dynamic load balancing algorithm for conservative parallel discrete event simulation. WSC 2017: 798-809 - 2015
- [c8]Xiao Song, Feng Li, Lin Zhang:
A Survey and Preliminary Research on Service Federation Based Modeling and Simulation. COMPSAC Workshops 2015: 89-94 - 2014
- [c7]Yan Xu, Gary Tan, Xiaosong Li, Xiao Song:
Mesoscopic traffic simulation on CPU/GPU. SIGSIM-PADS 2014: 39-50 - [c6]Hongyan Quan, Xiao Song, Mingqi Yu, Yahui Song:
3D fluid scene synthesis and animation. VRCAI 2014: 219-222 - 2013
- [c5]Hanyu Xue, Hongyan Quan, Xiao Song, Maomao Wu:
Construction of Simulation Environment Based on Augmented Reality Technique. AsiaSim 2013: 333-339 - [c4]Yong Cui, Haiwen Yuan, Qiusheng Wang, Xiao Song:
Automatic Calibration of Field Mill Using Virtual Instrument. AsiaSim 2013: 541-550 - 2012
- [c3]Xiao Song, Xuecheng Shi, Guanghong Gong, Lidong Qian, Shaoyun Zhang:
Role-Based Vehicle-Level CGF Entity Model Code Framework. AsiaSim (1) 2012: 84-89 - [c2]Zhiyun Ren, Xiao Song, Lei Ren, Lin Zhang, Shaoyun Zhang:
A virtual machine deployment approach using knowledge curves in Cloud Simulation. INDIN 2012: 342-346 - 2009
- [c1]Shi-dong Ma, Liang Han, Guanghong Gong, Xiao Song:
Researches on Modeling and Simulation of Turbo-Shaft Engine and Main Rotor System. CSIE (3) 2009: 187-191
Editorship
- 2022
- [e2]Wenhui Fan, Lin Zhang, Ni Li, Xiao Song:
Methods and Applications for Modeling and Simulation of Complex Systems - 21st Asia Simulation Conference, AsiaSim 2022, Changsha, China, December 9-11, 2022, Proceedings, Part I. Communications in Computer and Information Science 1712, Springer 2022, ISBN 978-981-19-9197-4 [contents] - [e1]Wenhui Fan, Lin Zhang, Ni Li, Xiao Song:
Methods and Applications for Modeling and Simulation of Complex Systems - 21st Asia Simulation Conference, AsiaSim 2022, Changsha, China, December 9-11, 2022, Proceedings, Part II. Communications in Computer and Information Science 1713, Springer 2022, ISBN 978-981-19-9194-3 [contents]
Coauthor Index
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