Publications

2024

• Privacy-preserving Traffic Flow Release with Consistency Constraints，Xiaoting Zhu, Libin Zheng*, Chen Jason Zhang, Peng Cheng, Rui Meng, Lei Chen, Xuemin Lin, Jian Yin, International Conference on Data Engineering, accepted, 2024.   CCF-A
• Cross-domain-aware Worker Selection with Training for Crowdsourced Annotation, Yushi Sun, Jiachuan Wang* , Peng Cheng, Libin Zheng*, Lei Chen, Jian Yin. International Conference on Data Engineering, accepted, 2024.   CCF-A
• Wait to be Faster: a Smart Pooling Framework for Dynamic Ridesharing, Xiaoyao Zhong, Jiabao Jin, Peng Cheng, Wangze Ni, Libin Zheng, Lei Chen, Xuemin Lin, International Conference on Data Engineering, accepted, 2024.   CCF-A
• TrendSharing: a Framework to Discover and Follow the Trends for Shared Mobility Services, Jiexi Zhan, Han Wu, Peng Cheng, Libin Zheng, Lei Chen, Chen Zhang, Xuemin Lin, Wenjie Zhang, International Conference on Data Engineering, accepted, 2024.   CCF-A
• Longer Pick-up for Less Pay: Towards Discount-based Mobility Services, Wanyi Xie, Zhijia Chen, Chen Jason Zhang, Libin Zheng*, Peng Cheng, Jian Yin, Xuemin Lin. IEEE Transactions on Knowledge and Data Engineering，2024 (01): 1-14.   CCF-A
• Accelerating Training of Large Neural Models by Gradient-based Growth Learning, Haowei Jiang, Jianxing Yu, Libin Zheng, Huaijie Zhu, Wei Liu, Jian Yin. International Conference on Database Systems for Advanced Applications, accepted, 2024.   CCF-B

  2023

• Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference, Jianxing Yu, Shiqi Wang, Libin Zheng, Qinliang Su, Wei Liu, Baoquan Zhao, Jian Yin, Findings of the Association for Computational Linguistics: ACL 2023.   CCF-A
• Zuohan Wu, Libin Zheng*, Chen Jason Zhang, Huaijie Zhu, Jian Yin, Di Jiang. Opponent-aware Order Pricing towards Hub-oriented Mobility Services, International conference on data engineering, 1874-1886, 2023.   CCF-A
• Leilei Du, Peng Cheng, Libin Zheng, Wei Xi, Xuemin Lin, Wenjie Zhang, Jing Fang. Dynamic Private Task Assignment under Differential Privacy. International conference on data engineering, accepted, 2023.   CCF-A
• Maocheng Li, Yuxiang Zeng, Libin Zheng*, Lei Chen, Qing Li. Accurate and Efficient Trajectory-based Contact Tracing with Secure Computation and Geo-Indistinguishability, The 28th International Conference on Database Systems for Advanced Applications, 2023.   CCF-B

2022

• Huaijie Zhu, Wei Liu, Jian Yin, Libin Zheng, Xin Huang, Jianliang Xu, Wang-Chien Lee. Continuous Geo-Social Group Monitoring in Dynamic LBSNs. IEEE Transactions on Knowledge and Data Engineering, accepted, 2022.   CCF-A
• Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Wenjie Zhang. Online Ridesharing with Meeting Points. Proceedings of the VLDB Endowment, 15(13): 3963-3975, 2022.   CCF-A
• Libin Zheng, Lei Chen, Peng Cheng. Privacy-preserving worker allocation in crowdsourcing, The VLDB Journal 31 (4), 733-751, 2022.   CCF-A
• Libin Zheng, Peng Cheng, Lei Chen, Jianxing Yu, Xuemin Lin, Jian Yin. Crowdsourced Fact Validation for Knowledge Bases, IEEE 38th International Conference on Data Engineering (ICDE), 938-950, 2022.   CCF-A

2021

• Libin Zheng, Lei Chen, Cyrus Shahabi. Centralized Routing for Bike-Sharing Systems, IEEE Transactions on Knowledge and Data Engineering 35 (1), 154-166, 2021.   CCF-A
• Maocheng Li, Jiachuan Wang, Libin Zheng, Han Wu, Peng Cheng, Lei Chen, Xuemin Lin. Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Servers. Proceedings of the 30th ACM International Conference on Information, 2021.   CCF-B，Best Paper Nomination
• Peng Cheng, Jiabao Jin, Lei Chen, Xuemin Lin, Libin Zheng. A queueing-theoretic framework for vehicle dispatching in dynamic car-hailing, Proceedings of the VLDB Endowment, (14), 2177–2189, 2021.   CCF-A
• Qiyu Liu, Libin Zheng*, Xiang Lian, Lei Chen. Efficiently Discovering Regions of Interest with User-Defined Score Function, International Conference on Database Systems for Advanced Applications, 591-608, 2021.   CCF-B

2020

• Qiyu Liu, Libin Zheng*, Yanyan Shen, Lei Chen. Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial Crowdsourcing, International Conference on Database Systems for Advanced Applications, pp. 694-710, 2020.   CCF-B
• Xun Jian, Yue Wang, Xiayu Lei, Libin Zheng*, Lei Chen. SPARQL Rewriting: Towards Desired Results, International Conference on Management of Data, pp. 1979-1993, 2020.   CCF-A
• Qiyu Liu, Libin Zheng*, Yanyan Shen, Lei Chen. Stable Learned Bloom Filters for Data Streams, Proceedings of the VLDB Endowment, Vol. 13, pp. 2355-2367, 2020.   CCF-A
• Jiachuan Wang, Peng Cheng, Libin Zheng, Chao Feng, Lei Chen, Xuemin Lin, Zheng Wang. Demand-aware route planning for shared mobility services. Proceedings of the VLDB Endowment 13 (7), 979-991, 2020.   CCF-A

2019 & before

• Libin Zheng, Peng Cheng*, Lei Chen. Auction-based Order Dispatch and Pricing in Ridesharing, International Conference on Data Engineering (ICDE), pp. 1034-1045, 2019.   CCF-A
• Libin Zheng, Lei Chen. Multi-Campaign Oriented Spatial Crowdsourcing, IEEE Transactions on Knowledge and Data Engineering, 32(4), pp. 700-713, 2019.   CCF-A
• Libin Zheng, Lei Chen. DLTA: A Framework for Dynamic Crowdsourcing Classification Tasks, IEEE Transactions on Knowledge and Data Engineering (TKDE), 31(5)，pp. 867-879, 2018.   CCF-A
• Libin Zheng, Lei Chen, Jieping Ye. Order Dispatch in Price-aware Ridesharing, Proceedings of the VLDB Endowment (VLDB), vol. 11, pp. 853-865, 2018.   CCF-A
• Libin Zheng, Lei Chen. Maximizing Acceptance in Rejection-aware Spatial Crowdsourcing, IEEE Transactions on Knowledge and Data Engineering (TKDE), 29(9), pp. 1943-1956, 2017.   CCF-A