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Yu Yang 0010

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affiliation: Lehigh University, Bethlehem, PA, USA
affiliation (former): Rutgers University, New Brunswick, NJ, USA

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2020 – today

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2024
[c30]
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Guang Yang, Meiqi Tu, Zelong Li, Jinquan Hang, Taichi Liu, Ruofeng Liu, Yi Ding, Yu Yang, Desheng Zhang:
Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information. CIKM 2024: 2827-2836
[c29]
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Qinchen Yang, Zejun Xie, Hua Wei, Desheng Zhang, Yu Yang:
MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions. CIKM 2024: 2879-2889
[c28]
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Shuxin Zhong, Hua Wei, Wenjun Lyu, Guang Yang, Zhiqing Hong, Guang Wang, Yu Yang, Desheng Zhang:
AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes. CIKM 2024: 3443-3452
[c27]
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Yao Lu, Shuai Wang, Yu Yang, Hai Wang, Baoshen Guo, Desheng Zhang, Shuai Wang, Tian He:
DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection. CIKM 2024: 4734-4742
[c26]
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Hai Wang, Shuai Wang, Li Lin, Yu Yang, Shuai Wang, Hongkai Wen:
Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion. CIKM 2024: 4931-4938
[c25]
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Shuxin Zhong, Yahan Gu, Wenjun Lyu, Hongyu Lin, Guang Yang, Yao Lu, Guang Wang, Yu Yang, Desheng Zhang:
A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service. CIKM 2024: 5119-5126
[c24]
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Shuxin Zhong, Wenjun Lyu, Zhiqing Hong, Guang Yang, Weijian Zuo, Haotian Wang, Guang Wang, Yu Yang, Desheng Zhang:
Adaptive Cross-platform Transportation Time Prediction for Logistics. CIKM 2024: 5127-5134
[c23]
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  - conf/i2mtc/ChenZXB024
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Song Chen, Maojiang Zhao, Zuqiang Xiong, Zhemin Bai, Yu Yang:
Targeted Adaptive Non-Intrusive Load Monitoring. I2MTC 2024: 1-6
[c22]
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  - conf/icra/Tan0YZ024
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Heng Tan, Yukun Yuan, Hua Yan, Shuxin Zhong, Yu Yang:
Human Preference-aware Rebalancing and Charging for Shared Electric Micromobility Vehicles. ICRA 2024: 9608-9615
[c21]
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  - conf/kdd/Zhao0ZYXLL24
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Xinbo Zhao, Yingxue Zhang, Xin Zhang, Yu Yang, Yiqun Xie, Yanhua Li, Jun Luo:
Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing. KDD 2024: 4512-4523
[c20]
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Hua Yan, Heng Tan, Haotian Wang, Desheng Zhang, Yu Yang:
Robust Route Planning under Uncertain Pickup Requests for Last-mile Delivery. WWW 2024: 3022-3030
[i4]
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  - journals/corr/abs-2406-14054
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Xinbo Zhao, Yingxue Zhang, Xin Zhang, Yu Yang, Yiqun Xie, Yanhua Li, Jun Luo:
Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing. CoRR abs/2406.14054 (2024)
[i3]
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  - journals/corr/abs-2408-09768
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Qinchen Yang, Zejun Xie, Hua Wei, Desheng Zhang, Yu Yang:
MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions. CoRR abs/2408.09768 (2024)
[i2]
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  - journals/corr/abs-2410-00003
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Hua Yan, Heng Tan, Yi Ding, Pengfei Zhou, Vinod Namboodiri, Yu Yang:
Language-centered Human Activity Recognition. CoRR abs/2410.00003 (2024)
2023
[j18]
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  - journals/ccftpci/YanY23
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Hua Yan, Yu Yang:
Large-scale trajectory prediction via relationship-aware adaptive hierarchical graph learning. CCF Trans. Pervasive Comput. Interact. 5(4): 351-366 (2023)
[j17]
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Yi Ding, Yu Yang, Wenchao Jiang, Yunhuai Liu, Tian He, Desheng Zhang:
Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild. IEEE/ACM Trans. Netw. 31(2): 574-589 (2023)
[c19]
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  - conf/cikm/TanYZ023
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Heng Tan, Yukun Yuan, Shuxin Zhong, Yu Yang:
Joint Rebalancing and Charging for Shared Electric Micromobility Vehicles with Energy-informed Demand. CIKM 2023: 2392-2401
[c18]
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  - conf/cikm/YanWZY23
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Hua Yan, Hao Wang, Desheng Zhang, Yu Yang:
Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer. CIKM 2023: 2877-2886
[c17]
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Guang Yang, Yuequn Zhang, Jinquan Hang, Xinyue Feng, Zejun Xie, Desheng Zhang, Yu Yang:
CARPG: Cross-City Knowledge Transfer for Traffic Accident Prediction via Attentive Region-Level Parameter Generation. CIKM 2023: 2939-2948
[c16]
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Shuxin Zhong, William Yubeaton, Wenjun Lyu, Guang Wang, Desheng Zhang, Yu Yang:
RLIFE: Remaining Lifespan Prediction for E-scooters. CIKM 2023: 3544-3553
[c15]
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Hua Yan, Yingqiang Ge, Haotian Wang, Desheng Zhang, Yu Yang:
Logistics Audience Expansion via Temporal Knowledge Graph. CIKM 2023: 4879-4886
[c14]
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  - conf/iccps/TanYZ023
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Heng Tan, Yukun Yuan, Shuxin Zhong, Yu Yang:
Joint Rebalancing and Charging for Shared Electric Micromobility Vehicles with Human-system Interaction. ICCPS 2023: 235-236
[c13]
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  - conf/icde/LyuWHWYLZ23
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Wenjun Lyu, Haotian Wang, Zhiqing Hong, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang:
REDE: Exploring Relay Transportation for Efficient Last-mile Delivery. ICDE 2023: 3003-3016
[c12]
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  - conf/icde/Wang00Z23
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Hai Wang, Shuai Wang, Yu Yang, Desheng Zhang:
GCRL: Efficient Delivery Area Assignment for Last-mile Logistics with Group-based Cooperative Reinforcement Learning. ICDE 2023: 3522-3534
2022
[j16]
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  - journals/imwut/DingJYLHZ22
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Yi Ding, Dongzhe Jiang, Yu Yang, Yunhuai Liu, Tian He, Desheng Zhang:
P2-Loc: A Person-2-Person Indoor Localization System in On-Demand Delivery. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(1): 9:1-9:24 (2022)
[j15]
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  - journals/tmc/YangXFZWZ22
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Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang:
VeMo: Enable Transparent Vehicular Mobility Modeling at Individual Levels With Full Penetration. IEEE Trans. Mob. Comput. 21(7): 2637-2651 (2022)
[j14]
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  - journals/ton/DingLYLZH22
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Yi Ding, Ling Liu, Yu Yang, Yunhuai Liu, Desheng Zhang, Tian He:
From Conception to Retirement: A Lifetime Story of a 3-Year-Old Wireless Beacon System in the Wild. IEEE/ACM Trans. Netw. 30(1): 47-61 (2022)
[c11]
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  - conf/cikm/LyuZGHYW0LZ22
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Wenjun Lyu, Kexin Zhang, Baoshen Guo, Zhiqing Hong, Guang Yang, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang:
Towards Fair Workload Assessment via Homogeneous Order Grouping in Last-mile Delivery. CIKM 2022: 3361-3370
[c10]
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  - conf/gis/HongYWLYWLWZ22
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Zhiqing Hong, Heng Yang, Haotian Wang, Wenjun Lyu, Yu Yang, Guang Wang, Yunhuai Liu, Yang Wang, Desheng Zhang:
FastAddr: real-time abnormal address detection via contrastive augmentation for location-based services. SIGSPATIAL/GIS 2022: 64:1-64:10
[c9]
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  - conf/icdcs/ZhongLZY22
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Shuxin Zhong, Wenjun Lyu, Desheng Zhang, Yu Yang:
BikeCAP: Deep Spatial-temporal Capsule Network for Multi-step Bike Demand Prediction. ICDCS 2022: 831-841
[c8]
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  - conf/icde/YanWYGHZ22
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Hua Yan, Shuai Wang, Yu Yang, Baoshen Guo, Tian He, Desheng Zhang:
$O^{2}$-SiteRec: Store Site Recommendation under the O2O Model via Multi-graph Attention Networks. ICDE 2022: 525-538
[c7]
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  - conf/kdd/LiuD00Z22
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Wei Liu, Yi Ding, Shuai Wang, Yu Yang, Desheng Zhang:
Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery. KDD 2022: 3407-3417
2021
[j13]
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  - journals/imwut/FangYYXZZ21
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Zhihan Fang, Yu Yang, Guang Yang, Yikuan Xia, Fan Zhang, Desheng Zhang:
CellSense: Human Mobility Recovery via Cellular Network Data Enhancement. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(3): 100:1-100:22 (2021)
[j12]
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Dongzhe Jiang, Yi Ding, Hao Zhang, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang:
ALWAES: an Automatic Outdoor Location-Aware Correction System for Online Delivery Platforms. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(3): 107:1-107:24 (2021)
[j11]
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Wenjun Lyu, Guang Wang, Yu Yang, Desheng Zhang:
Mover: Generalizability Verification of Human Mobility Models via Heterogeneous Use Cases. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(4): 171:1-171:21 (2021)
[c6]
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  - conf/kdd/FangYZXWYZZ21
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Zhihan Fang, Guang Yang, Dian Zhang, Xiaoyang Xie, Guang Wang, Yu Yang, Fan Zhang, Desheng Zhang:
MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance. KDD 2021: 2849-2857
[c5]
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  - conf/nsdi/DingLYLZ021
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Yi Ding, Ling Liu, Yu Yang, Yunhuai Liu, Desheng Zhang, Tian He:
From Conception to Retirement: a Lifetime Story of a 3-Year-Old Wireless Beacon System in the Wild. NSDI 2021: 859-872
[c4]
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  - conf/sigcomm/DingYJL0Z21
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Yi Ding, Yu Yang, Wenchao Jiang, Yunhuai Liu, Tian He, Desheng Zhang:
Nationwide deployment and operation of a virtual arrival detection system in the wild. SIGCOMM 2021: 705-717
2020
[j10]
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  - journals/imwut/QinCYWLTZ20
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Zhou Qin, Fang Cao, Yu Yang, Shuai Wang, Yunhuai Liu, Chang Tan, Desheng Zhang:
CellPred: A Behavior-aware Scheme for Cellular Data Usage Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 40:1-40:24 (2020)
[j9]
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  - journals/imwut/YangFXZLZ20
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Yu Yang, Zhihan Fang, Xiaoyang Xie, Fan Zhang, Yunhuai Liu, Desheng Zhang:
Extending Coverage of Stationary Sensing Systems with Mobile Sensing Systems for Human Mobility Modeling. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(3): 100:1-100:21 (2020)
[c3]
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  - conf/mobicom/YangDYWXL0Z20
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Yu Yang, Yi Ding, Dengpan Yuan, Guang Wang, Xiaoyang Xie, Yunhuai Liu, Tian He, Desheng Zhang:
TransLoc: transparent indoor localization with uncertain human participation for instant delivery. MobiCom 2020: 41:1-41:14

2010 – 2019

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2019
[j8]
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Zhihan Fang, Yu Yang, Shuai Wang, Boyang Fu, Zixing Song, Fan Zhang, Desheng Zhang:
MAC: Measuring the Impacts of Anomalies on Travel Time of Multiple Transportation Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(2): 42:1-42:24 (2019)
[c2]
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Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang:
VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. MobiCom 2019: 11:1-11:16
[c1]
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Yu Yang, Fan Zhang, Desheng Zhang:
Vehicular mobility modeling based on heterogeneous sensor networks: poster abstract. SenSys 2019: 454-455
2018
[j7]
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Yu Yang, Fan Zhang, Desheng Zhang:
SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(1): 48:1-48:26 (2018)
[j6]
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Xiaoyang Xie, Yu Yang, Zhihan Fang, Guang Wang, Fan Zhang, Fan Zhang, Yunhuai Liu, Desheng Zhang:
coSense: Collaborative Urban-Scale Vehicle Sensing Based on Heterogeneous Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(4): 196:1-196:25 (2018)
[i1]
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  - journals/corr/abs-1812-02780
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Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang:
VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. CoRR abs/1812.02780 (2018)
2017
[j5]
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Guangjie Han, Li Liu, Sammy Chan, Ruiyun Yu, Yu Yang:
HySense: A Hybrid Mobile CrowdSensing Framework for Sensing Opportunities Compensation under Dynamic Coverage Constraint. IEEE Commun. Mag. 55(3): 93-99 (2017)
[j4]
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Ruilin Liu, Yu Yang, Daehan Kwak, Desheng Zhang, Liviu Iftode, Badri Nath:
Your Search Path Tells Others Where to Park: Towards Fine-Grained Parking Availability Crowdsourcing Using Parking Decision Models. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 78:1-78:27 (2017)
2016
[j3]
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  - journals/sensors/YuYYHM16
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Ruiyun Yu, Yu Yang, Leyou Yang, Guangjie Han, Ann Move Oguti:
RAQ-A Random Forest Approach for Predicting Air Quality in Urban Sensing Systems. Sensors 16(1): 86 (2016)
[j2]
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Sheng Huang, Yu Yang, Dan Yang, Ahmed M. Elgammal, Dong Yang:
Collaborative Graph Embedding: A Simple Way to Generally Enhance Subspace Learning Algorithms. IEEE Trans. Circuits Syst. Video Technol. 26(10): 1835-1845 (2016)
2015
[j1]
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Sheng Huang, Yu Yang, Dan Yang, Luwen Huangfu, Xiaohong Zhang:
Class specific sparse representation for classification. Signal Process. 116: 38-42 (2015)

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