Conference Papers

Wang, G., Qin, Z., Wang, S., Sun, H., Dong, Z., & Zhang, D. Joint Real-Time Repositioning and Charging for Electric Carsharing with Dynamic Deadlines. (ACM SIGKDD 2021, accepted.)

Song, Y., Jiang, D., Liu, Y., Qin, Z., Tan, C., & Zhang, D. HERMAS: A Human Mobility Embedding Framework with Large-scale Cellular Signaling Data. (ACM UbiComp 2021, accepted.)

Qin, Z., Xian, Y., Zhang, F., & Zhang, D. MIMU: Mobile WiFi Usage Inference by Mining Diverse User Behaviors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 4, Article 149 (December 2020), 22 pages. (Link, PDF)

Song, Y., Liu, Y., Qiu, W., Qin, Z., Tan, C., Yang, C., and Zhang, D.. MIFF: Human Mobility Extractions with Cellular Signaling Data under Spatio-temporal Uncertainty. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 4, Article 159 (December 2020), 19 pages. (Link, PDF)

Xian, Y., Fu, Z., Zhao, H., Ge, Y., Chen, X., Huang, Q., Geng, S., Qin, Z., G de Melo, S. Muthukrishnan and Zhang, Y. CAFE: Coarse-to-Fine Knowledge Graph Reasoning for E-Commerce Recommendation. In Proceedings of the 29th ACM International Conference on Information & Knowledge Management (pp. 1645-1654). (Link, PDF)

Qin, Z., Cao, F., Yang, Y., Liu, Y., Wang, S., & Zhang, D. CellPred: A Behavior-aided Scheme for Cellular Data Usage Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 1, Article 40 (March 2020), 24 pages. (Link, PDF)

Fang, Z., Fu, B., Qin, Z., Zhang, F., & Zhang, D. PrivateBus: Privacy Identification and Protection in Large-Scale Bus WiFi Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 1, Article 9 (March 2020), 23 pages. (Link, PDF)

Qin, Z., Xian, Y., & Zhang, D. (2019, November). A neural networks based caching scheme for mobile edge networks. In Proceedings of the 17th Conference on Embedded Networked Sensor Systems (pp. 408-409). ACM. (Link, PDF)

Qin, Z., Fang, Z., Liu, Y., Tan, C., Chang, W., & Zhang, D. (2018, November). EXIMIUS: A measurement framework for explicit and implicit urban traffic sensing. In Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems (pp. 1-14). ACM. (Acceptance Rate=15.6%, Link, PDF)

Journal Papers

Wang, G., Qin, Z., Wang, S., Sun, H., Dong, Z., & Zhang, D.. Joint Repositioning and Charging for Efficient Fleet Management of Electric Carsharing with Dynamic Deadlines. (TKDE, submitted)

Qin, Z., Fang, Z., Liu, Y., Tan, C., Chang, W., & Zhang, D.. A measurement framework for explicit and implicit urban traffic sensing. (TOSN, accepted. PDF)

Habibzadeh, H., Boggio-Dandry, A., Qin, Z., Soyata, T., Kantarci, B., & Mouftah, H. T. (2018). Soft sensing in smart cities: Handling 3vs using recommender systems, machine intelligence, and data analytics. IEEE Communications Magazine, 56(2), 78-86. (Link, PDF)

Habibzadeh, H., Qin, Z., Soyata, T., & Kantarci, B. (2017). Large-scale distributed dedicated-and non-dedicated smart city sensing systems. IEEE Sensors Journal, 17(23), 7649-7658. (Link, PDF)

Papers in preparation

Qin, Z. & Zhang, D. Mobile WiFi Deployment in New Cities: A Cross-City Domain Adaptation Scheme.

Qin, Z. & Zhang, D. CUP: Context-aware User Behavior Prediction in Bus WiFi Scenarios.

Qin, Z. & Zhang, D. BISD: Behavior Inference from Large-scale Cellular Signaling Data.

Qin, Z. & Zhang, D. CellPat: Understanding Cellular Networks and User Behaviors from Cellular Signaling Data.

Qin, Z. & Zhang, D. A Measurement Study for a Nationwide Bus WiFi System.