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Yuxiang Zeng

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2020 – today

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2025
[j22]
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Yexuan Shi, Wei Yu, Yuanyuan Zhang, Chunbo Xue, Yuxiang Zeng, Zimu Zhou, Manxue Guo, Lun Xin, Wenjing Nie:
Towards practical data alignment in production federated learning. Frontiers Comput. Sci. 19(1): 191603 (2025)
2024
[j21]
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Yue Cong, Yuxiang Zeng, Jing Qiu, Zhongyang Fang, Lejun Zhang, Du Cheng, Jia Liu, Zhihong Tian:
FedGA: A greedy approach to enhance federated learning with Non-IID data. Knowl. Based Syst. 301: 112201 (2024)
[j20]
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Zengyang Gong, Yuxiang Zeng, Lei Chen:
Real-time Insertion Operator for Shared Mobility on Time-Dependent Road Networks. Proc. VLDB Endow. 17(7): 1669-1682 (2024)
[j19]
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Zeqi Zhu, Zeheng Fan, Yuxiang Zeng, Yexuan Shi, Yi Xu, Mengmeng Zhou, Jin Dong:
FedSQ: A Secure System for Federated Vector Similarity Queries. Proc. VLDB Endow. 17(12): 4441-4444 (2024)
[j18]
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Chang Gao, Tianlong Zhang, Yuxiang Zeng, Yi Xu, Shuyuan Li, Yuanyuan Zhang:
Swift: A Data-Driven Flight Planning System at Scale. Proc. VLDB Endow. 17(12): 4465-4468 (2024)
[j17]
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Shuyuan Li, Yuxiang Zeng, Yuxiang Wang, Yiman Zhong, Zimu Zhou, Yongxin Tong:
An Experimental Study on Federated Equi-Joins. IEEE Trans. Knowl. Data Eng. 36(9): 4443-4457 (2024)
[j16]
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Yuxiang Wang, Yuxiang Zeng, Shuyuan Li, Yuanyuan Zhang, Zimu Zhou, Yongxin Tong:
Efficient and Private Federated Trajectory Matching. IEEE Trans. Knowl. Data Eng. 36(12): 8079-8092 (2024)
[c19]
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Tianlong Zhang, Chang Gao, Yuxiang Zeng, Shuyuan Li, Yi Xu, Yuanyuan Zhang:
Flight Planning at Scale: A Bipartite Matching Based Approach. DASFAA (7) 2024: 19-36
[c18]
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Zengyang Gong, Yuxiang Zeng, Lei Chen:
Querying Shortest Path on Large Time-Dependent Road Networks with Shortcuts. ICDE 2024: 4532-4544
[i7]
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  - journals/corr/abs-2405-05536
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Qiyu Liu, Maocheng Li, Yuxiang Zeng, Yanyan Shen, Lei Chen:
How Good Are Multi-dimensional Learned Indices? An Experimental Survey. CoRR abs/2405.05536 (2024)
2023
[j15]
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Yuxiang Zeng, Jianlong Xu, Yuhui Li, Caiyi Chen, Qingcao Dai, Zibo Du:
Toward Highly-Efficient and Accurate Services QoS Prediction via Machine Unlearning. IEEE Access 11: 76242-76254 (2023)
[j14]
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Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Boyi Liu, Yexuan Shi, Shuyuan Li, Ke Xu, Weifeng Lv:
Federated Computing: Query, Learning, and Beyond. IEEE Data Eng. Bull. 46(1): 9-26 (2023)
[j13]
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Yuxiang Zeng, Yongxin Tong, Lei Chen:
LiteHST: A Tree Embedding based Method for Similarity Search. Proc. ACM Manag. Data 1(1): 35:1-35:26 (2023)
[j12]
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  - journals/sensors/ZengXZCLW23
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Yuxiang Zeng, Jianlong Xu, Zhuohua Zhang, Caiyi Chen, Qianyu Ling, Jialin Wang:
GATCF: Graph Attention Collaborative Filtering for Reliable Blockchain Services Selection in BaaS. Sensors 23(15): 6775 (2023)
[j11]
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Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen:
Efficient Approximate Range Aggregation Over Large-Scale Spatial Data Federation. IEEE Trans. Knowl. Data Eng. 35(1): 418-430 (2023)
[c17]
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Yuxiang Zeng, Yuhui Li, Zhiyu Xia, Zibo Du, Jialin Wang, Ruimin Lian, Jianlong Xu:
QoSEraser: A Data Erasable Framework for Web Service QoS Prediction. SSE 2023: 89-97
[c16]
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Maocheng Li, Yuxiang Zeng, Libin Zheng, Lei Chen, Qing Li:
Accurate and Efficient Trajectory-Based Contact Tracing with Secure Computation and Geo-Indistinguishability. DASFAA (1) 2023: 300-316
[c15]
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Maocheng Li, Yuxiang Zeng, Lei Chen:
Efficient and Accurate Range Counting on Privacy-Preserving Spatial Data Federation. DASFAA (1) 2023: 317-333
[c14]
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Kaining Zhang, Yongxin Tong, Yexuan Shi, Yuxiang Zeng, Yi Xu, Lei Chen, Zimu Zhou, Ke Xu, Weifeng Lv, Zhiming Zheng:
Approximate k-Nearest Neighbor Query over Spatial Data Federation. DASFAA (1) 2023: 351-368
[c13]
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  - conf/icceic/Zeng23
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Yuxiang Zeng:
Fault diagnosis method of rolling bearing based on Xception-CNN model. ICCEIC 2023: 570-573
[c12]
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Shuyue Wei, Yongxin Tong, Zimu Zhou, Qiaoyang Liu, Lulu Zhang, Yuxiang Zeng, Jieping Ye:
Towards Capacity-Aware Broker Matching: From Recommendation to Assignment. ICDE 2023: 776-788
[i6]
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  - journals/corr/abs-2303-02838
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Maocheng Li, Yuxiang Zeng, Libin Zheng, Lei Chen, Qing Li:
Accurate and Efficient Trajectory-based Contact Tracing with Secure Computation and Geo-Indistinguishability. CoRR abs/2303.02838 (2023)
[i5]
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  - journals/corr/abs-2303-02842
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Maocheng Li, Yuxiang Zeng, Lei Chen:
Efficient and Accurate Range Counting on Privacy-preserving Spatial Data Federation [Technical Report]. CoRR abs/2303.02842 (2023)
[i4]
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  - journals/corr/abs-2303-03024
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Shuyue Wei, Yongxin Tong, Zimu Zhou, Qiaoyang Liu, Lulu Zhang, Yuxiang Zeng, Jieping Ye:
Towards Capacity-Aware Broker Matching: From Recommendation to Assignment. CoRR abs/2303.03024 (2023)
[i3]
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  - journals/corr/abs-2303-03614
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Zengyang Gong, Yuxiang Zeng, Lei Chen:
A Fast Insertion Operator for Ridesharing over Time-Dependent Road Networks. CoRR abs/2303.03614 (2023)
[i2]
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  - journals/corr/abs-2303-03720
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Zengyang Gong, Yuxiang Zeng, Lei Chen:
Querying Shortest Path on Large Time-Dependent Road Networks with Shortcuts. CoRR abs/2303.03720 (2023)
[i1]
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  - journals/corr/abs-2312-12012
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Yuxiang Wang, Yuxiang Zeng, Yi Xu, Zimu Zhou, Yongxin Tong:
Efficient and Private Federated Trajectory Matching. CoRR abs/2312.12012 (2023)
2022
[j10]
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  - journals/pvldb/TongPZSXZZCXXL22
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Yongxin Tong, Xuchen Pan, Yuxiang Zeng, Yexuan Shi, Chunbo Xue, Zimu Zhou, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv:
Hu-Fu: Efficient and Secure Spatial Queries over Data Federation. Proc. VLDB Endow. 15(6): 1159-1172 (2022)
[j9]
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Xuchen Pan, Yongxin Tong, Chunbo Xue, Zimu Zhou, Junping Du, Yuxiang Zeng, Yexuan Shi, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv:
Hu-Fu: A Data Federation System for Secure Spatial Queries. Proc. VLDB Endow. 15(12): 3582-3585 (2022)
[j8]
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Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Ke Xu:
Unified Route Planning for Shared Mobility: An Insertion-based Framework. ACM Trans. Database Syst. 47(1): 2:1-2:48 (2022)
[c11]
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  - conf/icde/ShiTZZDC22
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Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen:
Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation (Extended Abstract). ICDE 2022: 1559-1560
[c10]
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  - conf/icpads/XuXLZL22
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Jianlong Xu, Zhiyu Xia, Yuhui Li, Yuxiang Zeng, Zhidan Liu:
Subgraph Sampling for Inductive Sparse Cloud Services QoS Prediction. ICPADS 2022: 745-753
[c9]
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  - conf/sigmod/ZengT022
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Yuxiang Zeng, Yongxin Tong, Lei Chen:
Faster and Better Solution to Embed Lp Metrics by Tree Metrics. SIGMOD Conference 2022: 2135-2148
2021
[j7]
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  - journals/tkde/TongZDWC21
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Yongxin Tong, Yuxiang Zeng, Bolin Ding, Libin Wang, Lei Chen:
Two-Sided Online Micro-Task Assignment in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 33(5): 2295-2309 (2021)
[c8]
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Yuxiang Zeng, Yongxin Tong, Lei Chen:
HST+: An Efficient Index for Embedding Arbitrary Metric Spaces. ICDE 2021: 648-659
[c7]
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  - conf/mdm/TaoTLZZ021
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Qian Tao, Yongxin Tong, Shuyuan Li, Yuxiang Zeng, Zimu Zhou, Ke Xu:
A Differentially Private Task Planning Framework for Spatial Crowdsourcing. MDM 2021: 9-18
2020
[j6]
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  - journals/geoinformatica/LiFZMTZ20
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Yiming Li, Jingzhi Fang, Yuxiang Zeng, Balz Maag, Yongxin Tong, Lingyu Zhang:
Two-sided online bipartite matching in spatial data: experiments and analysis. GeoInformatica 24(1): 175-198 (2020)
[j5]
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Yuxiang Zeng, Yongxin Tong, Yuguang Song, Lei Chen:
The Simpler The Better: An Indexing Approach for Shared-Route Planning Queries. Proc. VLDB Endow. 13(13): 3517-3530 (2020)
[j4]
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Yongxin Tong, Zimu Zhou, Yuxiang Zeng, Lei Chen, Cyrus Shahabi:
Spatial crowdsourcing: a survey. VLDB J. 29(1): 217-250 (2020)

2010 – 2019

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2019
[j3]
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Yansheng Wang, Tianshu Song, Qian Tao, Yuxiang Zeng, Zimu Zhou, Yi Xu, Yongxin Tong, Lei Chen:
Interaction Management in Crowdsourcing. IEEE Data Eng. Bull. 42(4): 23-34 (2019)
[j2]
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Yuxiang Zeng, Yongxin Tong, Lei Chen:
Last-Mile Delivery Made Practical: An Efficient Route Planning Framework with Theoretical Guarantees. Proc. VLDB Endow. 13(3): 320-333 (2019)
[c6]
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  - conf/aaai/ZhaoXSTZZ19
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Boming Zhao, Pan Xu, Yexuan Shi, Yongxin Tong, Zimu Zhou, Yuxiang Zeng:
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach. AAAI 2019: 2245-2252
[c5]
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  - conf/gis/LiuZCZ19
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Qiyu Liu, Yuxiang Zeng, Lei Chen, Xiuwen Zheng:
Social-Aware Optimal Electric Vehicle Charger Deployment on Road Network. SIGSPATIAL/GIS 2019: 398-407
[c4]
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  - conf/icde/ChenCZC19
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Zhao Chen, Peng Cheng, Yuxiang Zeng, Lei Chen:
Minimizing Maximum Delay of Task Assignment in Spatial Crowdsourcing. ICDE 2019: 1454-1465
[c3]
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  - conf/sigmod/HanXZ019
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Siyuan Han, Zihuan Xu, Yuxiang Zeng, Lei Chen:
Fluid: A Blockchain based Framework for Crowdsourcing. SIGMOD Conference 2019: 1921-1924
2018
[j1]
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Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Jieping Ye, Ke Xu:
A Unified Approach to Route Planning for Shared Mobility. Proc. VLDB Endow. 11(11): 1633-1646 (2018)
[c2]
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  - conf/dasfaa/TaoZZTC018
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Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu:
Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing. DASFAA (2) 2018: 301-317
[c1]
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  - conf/icde/ZengTCZ18
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Yuxiang Zeng, Yongxin Tong, Lei Chen, Zimu Zhou:
Latency-Oriented Task Completion via Spatial Crowdsourcing. ICDE 2018: 317-328

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