Journal Publications:
- Chao Song, Jie Wu, Kunyang Xian, Jianfeng Huang, Li Lu. Spatio-temporal graph learning: Traffic flow prediction of mobile edge computing in 5G/6G vehicular networks. Computer Networks, Volume 252, 2024. doi: 10.1016/j.comnet.2024.110676. (CCF B类期刊，中科院SCI二区)
- Jiqing Gu, Chao Song*, Haipeng Dai, Li Lu, Ming Liu. Compact Estimator for Streaming Triangle Counting. IEEE Transactions on Knowledge and Data Engineering (TKDE), 36, 8 (Aug. 2024), 3712–3724. doi: 10.1109/TKDE.2024.3371228. (CCF A)
- Jiqing Gu, Chao Song*, Jie Wu, Li Lu, Ming Liu. Unilateral Control for Social Welfare of Iterated Game in Vehicular Crowdsensing. Journal of Computer Science and Technology (JCST) 2023. (CCF B)
- Xu Yang, Chao Song*, Jiqing Gu, Ke Li, Hongwei Li. A distributed streaming framework for edge–cloud triangle counting in graph streams, Knowledge-Based Systems, Volume 278, 25 October 2023. (中科院大类1区top期刊)
- Songfan Li, Shengyu Li, Minghua Chen, Chao Song and Li Lu. Frequency Scaling Meets Intermittency: Optimizing Task Rate for RFID-Scale Computing Devices. IEEE Transactions on Mobile Computing. 25 January 2023. (CCF A, IF = 6.075)
- Yihang Song, Chao Song, Li Lu, Shen Yang, Songfan Li, Chong Zhang, Qianhe Meng, Xiandong Shao, Haili Wang. Chipnet: Enabling Large-scale Backscatter Network with Processor-free Devices. ACM Transactions on Sensor Networks, Volume 18, Issue 4, November 2022. (CCF B, IF 2021 = 2.560)
- Liao S, Song C, Wang X, Wang Y. A classification framework for identifying bronchitis and pneumonia in children based on a small-scale cough sounds dataset. PLoS ONE 17(10). 2022.10. (JCR Q2, IF 2021 = 3.752)
- Gu, J.; Song, C.*; Dai, H.; Shi, L.; Wu, J.; Lu, L. ACM: Accuracy-Aware Collaborative Monitoring for Software-Defined Network-Wide Measurement. Sensors 2022, 22, 7932. 2022.10. (JCR Q2, IF 2021 = 3.847)
- Gu, J.; Song, C.*; Ren, Z.; Lu, L.; Jiang, W.; Liu, M. Pedestrian Flow Prediction and Route Recommendation with Business Events. Sensors 2022, 22, 7478. 2022.10. (JCR Q2, IF 2021 = 3.847)
- Gu, Jiqing, Chao Song*, Siqi Liao, Hongwei Li, Ming Liu and Jie Wu. Generation rate control with AoI under traffic hole problem in vehicular networks. ITU Journal on Future and Evolving Technologies. Volume 3 (2022), Issue 1, Pages 46-57. 2022.07.
- Xu Yang, Chao Song*, Mengdi Yu, Jiqing Gu and Ming Liu, "Distributed Triangle Approximately Counting Algorithms in Simple Graph Stream", ACM Transactions on Knowledge Discovery from Data (TKDD), Volume 16, Issue 4, January 2022. Article No.: 79, pp 1–43. (CCF-B, JCR Q2)
- Chao Song, Yongqiang Qi, and Ming Liu, “One-Request Scheme for M2P Data Transmissions in Software-Defined IoT Networks”, IEEE Access, 2018. (JCR 2区, Impact Factor 2018 = 4.098)
- Chao Song, Jie Wu, Ming Liu, and Huanyang Zheng, "Efficient routing through discretization of overlapped road segments in VANETs", Journal of Parallel and Distributed Computing (JPDC) , 102 (2017) 57–70. (CCF-B, JCR 2区, Impact Factor 2018 = 1.819)
- Chao Song, Ming Liu and Xili Dai, "Share the Crowdsensing Data with Local Crowd by V2V Communications", Mobile Information Systems, vol. 2016, 14 pages, 2016. (JCR 2区, Impact Factor 2015 = 1.462).
- Ming Liu, Yonggang Wen, Guihai Chen, and Chao Song, "Ubiquitous Sensing: Services and Applications", International Journal of Distributed Sensor Networks, 2013, 2013(4):1-2. (Impact Factor = 1.614)
- Chao Song, Ming Liu, Yonggang Wen, Jiannong Cao, Guihai Chen, "Buffer and Switch:Road-to-Road Routing Scheme for Intermittently Connected Vehicular Networks", China Communications, 2012(6):55-70.
- Hui Zhao, Li Lu, Chao Song, and Yue Wu, “IPARK: Location-Aware-Based Intelligent Parking Guidance over Infrastructureless VANETs”, International Journal of Distributed Sensor Networks, 2012, 2012(4):1497-1500. (Impact Factor = 1.614)
- Ming Liu, and Chao Song, "Ant-Based Transmission Range Assignment Scheme for Energy Hole Problem in Wireless Sensor Networks", International Journal of Distributed Sensor Networks, 2012, 41(4):385-391. (Impact Factor = 1.614)
- 宋超, 刘明, 龚海刚, 陈贵海, 王晓敏. "基于分布式实时信息的车载网络路由协议", 软件学报, 2011, 22(3). (CCF-T1)
- 宋超, 刘明, 陈贵海, 龚海刚. "非均匀数据产生率的传感器网络的节能算法", 电子学报, 2011, 39(4).(CCF-T1)
- Yimin Yu, Chao Song, Ming Liu and Haigang Gong, “Energy-Efficient Algorithm for Sensor Networks with Non-Uniform Maximum Transmission Range”, Sensors, Volume 11, Issue 6, 2011. (Impact Factor 2018 = 3.031).
- 宋超, 刘明, 陈贵海, 龚海刚. "一种基于热区的移动传感器网络的移动模型", 计算机研究与发展, 2010, 47(z2). (CCF-T1)
- Chao Song, Ming Liu, Jiannong Cao, Yuan Zheng, Haigang Gong and Guihai Chen, “Maximizing network lifetime based on transmission range adjustment in wireless sensor networks”, Elsevier Computer Communications, Volume 32, Issue 11, 3 July 2009, Pages 1316-1325. (Impact Factor 2018 = 2.766).
- 宋超, 刘明, 龚海刚, 陈贵海, 王晓敏. "基于蚁群优化解决传感器网络中的能量洞问题", 软件学报, 2009, 20(10). (CCF-T1)
Conference Publications:
- Chao Song, Zheng Ren, Li Lu. Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation. the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25), February 25 – March 4, 2025, Philadelphia, USA. (CCF-A)
- Chao Song, Jianfeng Huang, Jie Wu and Li Lu. A Data-aware Probabilistic Client Sampling Scheme in Streaming Federated Learning. IEEE Global Communications Conference (GLOBECOM), 8–12 December 2024 // Cape Town, South Africa. (CCF-C, 通信领域旗舰会议)
- Chao Song, Zheng Ren, Ruilin Hu, Li Lu. “Enhancing IoT Compliance Checking with Distributed Process Mining: A Scalable Framework for Log Data Streams”, The 18th China Conference on Internet of Things (Wireless Sensor Network), CWSN 2024. 中国 · 太原, 2024年9月20日- 22日.
- Yanpeng Luo, Chao Song*, Haipeng Dai, Zhaofu Chen, Nianbo Liu, Ming Liu and Jie Wu, “Towards Problem of First Miss under Mobile Edge Caching”, IEEE Global Communications Conference (GLOBECOM), December 7-11, 2021, Madrid, Spain. (CCF-C)
- Jiqing Gu, Chao Song*, Wenjun Jiang, Xiaoming Wang and Ming Liu, "Enhancing Personalized Trip Recommendation with Attractive Routes", the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), February 7-12, 2020, New York, USA. (CCF-A)
- Chao Song, Jiqing Gu, Lei Shi, Yongqiang Qi and Ming Liu, "Towards Cascading Problem for Dynamic Rate Allocations in ISP Networks with SDN", The 15th International Conference on Mobile Ad-hoc and Sensor Networks (IEEE MSN), Dec. 11-13, 2019, The Hong Kong Polytechnic University. (CCF-C)
- Jiqing Gu, Chao Song*, Wenjun Jiang, Lei Shi, Haigang Gong and Ming Liu, "Pedestrian Flow Prediction with Business Events", The 15th International Conference on Mobile Ad-hoc and Sensor Networks (IEEE MSN), Dec. 11-13, 2019, The Hong Kong Polytechnic University. (Best Paper Candidate, CCF-C)
- Mengdi Yu, Chao Song*, Jiqing Gu, Ming Liu, “Distributed Triangle Counting Algorithms in Simple Graph Stream”, IEEE International Conference on Parallel and Distributed Systems (ICPADS), December 4-6, 2019. (97 regular papers out of 346 submissions, ratio=28.0%, CCF-C)
- Chao Song, Jie Wu, Xu Chen, Lei Shi, and Ming Liu, "Towards the Partitioning Problem in Software-Defined IoT Networks for Urban Sensing", the IEEE International Conference on Pervasive Computing and Communications (PerCom), March 19-23, 2018. (CCF-B)
- Chao Song, Jiqing Gu, Ming Liu, "Deployment Mechanism Design for Cost-Effective Data Uploading in Delay-Tolerant Crowdsensing", the 15th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA). Guangzhou, China, December 12-15, 2017. (CCF-C)
- Xu Chen, Chao Song*, Yongqiang Qi, Xili Dai, and Ming Liu, "A Scalable Framework of Testbed for SDN Simulation with Multiple Controllers", the 15th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), Short Paper. Guangzhou, China, December 12-15, 2017. (CCF-C)
- Chao Song, Yongqiang Qi, and Ming Liu. "ORSIN: One-Request Scheme for Smart Urban Sensing in Software-Defined IoT Networks", Workshop on Data Science for Internet of Things (DS-IoT) in conjunction with IEEE MASS 2017, Orlando, Florida, USA, Oct. 22-25, 2017.
- C. Song, J. Wu, W. Yang, M. Liu, I. Jawhar, and N. Mohamed, "Exploiting Opportunities in V2V Transmissions with RSU-Assisted Backward Delivery, " 6th IEEE Int. Workshop on Mission-Oriented Wireless Sensor and Cyber-Physical System Networking (MiSeNet'17) in conjunction with IEEE INFOCOM 2017, May 1 - 4, 2017.
- Chao Song, Jie Wu, Li Lu, and Ming Liu, "RTS Assisted Mobile Localization: Mitigating Jigsaw Puzzle Problem of Fingerprint Space with Extra Mile", the 12th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2015), regular paper, October 19-22, 2015, Dallas, Texas, US. (49 full papers out of 188 submissions, ratio=26.06%, CCF-C)
- Chao Song, Ming Liu, and Xili Dai, "Remote Cloud or Local Crowd: Communicating and Sharing the Crowdsensing Data", the 2015 International Workshop on Big Data in Crowdsensing (IBDC 2015) in conjunction IEEE BDCloud 2015, August 26-28, 2015, Dalian, China.
- Chao Song, Wei-Shih Yang, Jie Wu, and Ming Liu, “Red or Green: Analyzing the Data Delivery with Traffic Lights in Vehicular Ad Hoc Networks”, the IEEE Global Communications Conference (GLOBECOM), December 8-12, 2014, Austin, Texas, US. (CCF-C)
- Bin Liu, Chao Song, Ming Liu, and Nianbo Liu, “Distinguishing Uncertain Objects with Multiple features for Crowdsensing”, the IEEE Global Communications Conference (GLOBECOM), December 8-12, 2014, Austin, Texas, US. (Best Paper Candidate, CCF-C)
- Bin Liu, Chao Song, Nianbo Liu, Jinqi Zhu, and Ming Liu, “Understanding Multiple Features with Hypercube for Distinguishing Uncertain Objects in Mobile Crowdsensing”, the 11th IEEE International Conference on Mobile Ad hoc and Sensor Systems (MASS), Short paper, October 28-30, 2014, Philadelphia, Pennsylvania, US. (CCF-C)
- Chao Song, Jie Wu, and Ming Liu, “On Characterization of the Traffic Hole Problem in Vehicular Ad-hoc Networks”, the IEEE Global Telecommunications Conference (GLOBECOM), December 9-13, 2013, Atlanta, Georgia, US. (CCF-C)
- Chao Song, Jie Wu, Wei-Shih Yang, and Ming Liu, “Catching Up with Traffic Lights for Data Delivery in Vehicular Ad Hoc Networks”, the 2nd ACM Annual International Workshop on Mission-Oriented Wireless Sensor Networking (MiSeNet) in conjunction with ACM MobiCom 2013, October 4, 2013, Miami, FL, US.
- Chao Song, Jie Wu, Ming Liu, Haigang Gong, and Bojun Gou, “RESen: Sensing and Evaluating the Riding Experience based on Crowdsourcing by Smart Phones”, the Eighth International Conference on Mobile Ad-hoc and Sensor Networks (MSN), 2012, Chengdu, China. (CCF-C)
- Chao Song, Ming Liu, Yonggang Wen, Guihai Chen, Jiannong Cao, “Towards the traffic hole problem in VANETs”, the ninth ACM international workshop on Vehicular inter-networking, systems, and applications (VANET, in conjunction with ACM MobiSys 2012), Poster, 2012, Low Wood Bay, UK.
- Chao Song, Ming Liu, Yonggang Wen, Jiannong Cao, and Guihai Chen, “Buffer and Switch: An Efficient Road-to-Road Routing Scheme for VANETs”, the Seventh International Conference on Mobile Ad-hoc and Sensor Networks (MSN), 2011, Beijing, China. (CCF-C)
- Chao Song, Jiannong Cao, Ming Liu, Yuan Zheng, Haigang Gong, and Guihai Chen, “Mitigating energy holes based on transmission range adjustment in wireless sensor networks”, the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine), 2008, HongKong, China.
Book Chapter:
- Wu, J., Song, C., Chang, W. (2023). Crowdsourcing as a Future Collaborative Computing Paradigm. In: Wu, J., Wang, E. (eds) Mobile Crowdsourcing. Wireless Networks. Springer, Cham.
- Song C., Wu J. Vehicular Ad Hoc/Sensor Networks in Smart Cities. In: Ammari H. (eds) Mission-Oriented Sensor Networks and Systems: Art and Science. Studies in Systems, Decision and Control, vol 164, 2019. Springer, Cham.
