Class specific sparse representation for classification. - Sheng Huang 001; Yu Yang 010; Dan Yang 001; Luwen Huangfu; Xiaohong Zhang 002 (Signal Process., 2015)

RAQ-A Random Forest Approach for Predicting Air Quality in Urban Sensing Systems. - Ruiyun Yu; Yu Yang 010; Leyou Yang; Guangjie Han; Ann Move Oguti (Sensors, 2016)

Collaborative Graph Embedding: A Simple Way to Generally Enhance Subspace Learning Algorithms. - Sheng Huang 001; Yu Yang 010; Dan Yang 001; Ahmed M. Elgammal; Dong Yang (IEEE Trans. Circuits Syst. Video Technol., 2016)

HySense: A Hybrid Mobile CrowdSensing Framework for Sensing Opportunities Compensation under Dynamic Coverage Constraint. - Guangjie Han; Li Liu 022; Sammy Chan; Ruiyun Yu; Yu Yang 010 (IEEE Commun. Mag., 2017)

Your Search Path Tells Others Where to Park: Towards Fine-Grained Parking Availability Crowdsourcing Using Parking Decision Models. - Ruilin Liu; Yu Yang 010; Daehan Kwak; Desheng Zhang; Liviu Iftode; Badri Nath (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

coSense: Collaborative Urban-Scale Vehicle Sensing Based on Heterogeneous Fleets. - Xiaoyang Xie; Yu Yang 010; Zhihan Fang; Guang Wang 001; Fan Zhang 004; Fan Zhang 019; Yunhuai Liu; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems. - Yu Yang 010; Fan Zhang 019; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. - Yu Yang 010; Xiaoyang Xie; Zhihan Fang; Fan Zhang 019; Yang Wang 015; Desheng Zhang (MobiCom, 2019)

Vehicular mobility modeling based on heterogeneous sensor networks: poster abstract. - Yu Yang 010; Fan Zhang 019; Desheng Zhang (SenSys, 2019)

MAC: Measuring the Impacts of Anomalies on Travel Time of Multiple Transportation Systems. - Zhihan Fang; Yu Yang 010; Shuai Wang 008; Boyang Fu; Zixing Song; Fan Zhang 019; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

TransLoc: transparent indoor localization with uncertain human participation for instant delivery. - Yu Yang 010; Yi Ding 011; Dengpan Yuan; Guang Wang 001; Xiaoyang Xie; Yunhuai Liu; Tian He 001; Desheng Zhang (MobiCom, 2020)

CellPred: A Behavior-aware Scheme for Cellular Data Usage Prediction. - Zhou Qin 001; Fang Cao; Yu Yang 010; Shuai Wang 008; Yunhuai Liu; Chang Tan; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Extending Coverage of Stationary Sensing Systems with Mobile Sensing Systems for Human Mobility Modeling. - Yu Yang 010; Zhihan Fang; Xiaoyang Xie; Fan Zhang 019; Yunhuai Liu; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance. - Zhihan Fang; Guang Yang 028; Dian Zhang 001; Xiaoyang Xie; Guang Wang 001; Yu Yang 010; Fan Zhang 019; Desheng Zhang (KDD, 2021)

CellSense: Human Mobility Recovery via Cellular Network Data Enhancement. - Zhihan Fang; Yu Yang 010; Guang Yang 028; Yikuan Xia; Fan Zhang 004; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

ALWAES: an Automatic Outdoor Location-Aware Correction System for Online Delivery Platforms. - Dongzhe Jiang; Yi Ding 011; Hao Zhang; Yunhuai Liu; Tian He 001; Yu Yang 010; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Mover: Generalizability Verification of Human Mobility Models via Heterogeneous Use Cases. - Wenjun Lyu; Guang Wang 001; Yu Yang 010; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Towards Fair Workload Assessment via Homogeneous Order Grouping in Last-mile Delivery. - Wenjun Lyu; Kexin Zhang; Baoshen Guo; Zhiqing Hong; Guang Yang 028; Guang Wang 001; Yu Yang 010; Yunhuai Liu; Desheng Zhang (CIKM, 2022)

FastAddr: real-time abnormal address detection via contrastive augmentation for location-based services. - Zhiqing Hong; Heng Yang; Haotian Wang 008; Wenjun Lyu; Yu Yang 010; Guang Wang 001; Yunhuai Liu; Yang Wang 015; Desheng Zhang (SIGSPATIAL/GIS, 2022)

BikeCAP: Deep Spatial-temporal Capsule Network for Multi-step Bike Demand Prediction. - Shuxin Zhong; Wenjun Lyu; Desheng Zhang; Yu Yang 010 (ICDCS, 2022)

$O^{2}$-SiteRec: Store Site Recommendation under the O2O Model via Multi-graph Attention Networks. - Hua Yan; Shuai Wang 008; Yu Yang 010; Baoshen Guo; Tian He 001; Desheng Zhang (ICDE, 2022)

Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery. - Wei Liu; Yi Ding 011; Shuai Wang 008; Yu Yang 010; Desheng Zhang (KDD, 2022)

P2-Loc: A Person-2-Person Indoor Localization System in On-Demand Delivery. - Yi Ding 011; Dongzhe Jiang; Yu Yang 010; Yunhuai Liu; Tian He 001; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

VeMo: Enable Transparent Vehicular Mobility Modeling at Individual Levels With Full Penetration. - Yu Yang 010; Xiaoyang Xie; Zhihan Fang; Fan Zhang 019; Yang Wang 015; Desheng Zhang (IEEE Trans. Mob. Comput., 2022)

From Conception to Retirement: A Lifetime Story of a 3-Year-Old Wireless Beacon System in the Wild. - Yi Ding 011; Ling Liu; Yu Yang 010; Yunhuai Liu; Desheng Zhang; Tian He 001 (IEEE/ACM Trans. Netw., 2022)

Joint Rebalancing and Charging for Shared Electric Micromobility Vehicles with Energy-informed Demand. - Heng Tan; Yukun Yuan 001; Shuxin Zhong; Yu Yang 010 (CIKM, 2023)

Logistics Audience Expansion via Temporal Knowledge Graph. - Hua Yan; Yingqiang Ge; Haotian Wang 008; Desheng Zhang; Yu Yang 010 (CIKM, 2023)

Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer. - Hua Yan; Hao Wang 014; Desheng Zhang; Yu Yang 010 (CIKM, 2023)

CARPG: Cross-City Knowledge Transfer for Traffic Accident Prediction via Attentive Region-Level Parameter Generation. - Guang Yang 028; Yuequn Zhang; Jinquan Hang; Xinyue Feng; Zejun Xie; Desheng Zhang; Yu Yang 010 (CIKM, 2023)

RLIFE: Remaining Lifespan Prediction for E-scooters. - Shuxin Zhong; William Yubeaton; Wenjun Lyu; Guang Wang 001; Desheng Zhang; Yu Yang 010 (CIKM, 2023)

Joint Rebalancing and Charging for Shared Electric Micromobility Vehicles with Human-system Interaction. - Heng Tan; Yukun Yuan 001; Shuxin Zhong; Yu Yang 010 (ICCPS, 2023)

REDE: Exploring Relay Transportation for Efficient Last-mile Delivery. - Wenjun Lyu; Haotian Wang 008; Zhiqing Hong; Guang Wang 001; Yu Yang 010; Yunhuai Liu; Desheng Zhang (ICDE, 2023)

GCRL: Efficient Delivery Area Assignment for Last-mile Logistics with Group-based Cooperative Reinforcement Learning. - Hai Wang 019; Shuai Wang 008; Yu Yang 010; Desheng Zhang (ICDE, 2023)

Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild. - Yi Ding 011; Yu Yang 010; Wenchao Jiang; Yunhuai Liu; Tian He 001; Desheng Zhang (IEEE/ACM Trans. Netw., 2023)

Large-scale trajectory prediction via relationship-aware adaptive hierarchical graph learning. - Hua Yan; Yu Yang 010 (CCF Trans. Pervasive Comput. Interact., 2023)

DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection. - Yao Lu; Shuai Wang 008; Yu Yang 010; Hai Wang 019; Baoshen Guo; Desheng Zhang; Shuai Wang 021; Tian He 001 (CIKM, 2024)

Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion. - Hai Wang 019; Shuai Wang 008; Li Lin 011; Yu Yang 010; Shuai Wang 021; Hongkai Wen 001 (CIKM, 2024)

Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information. - Guang Yang 028; Meiqi Tu; Zelong Li; Jinquan Hang; Taichi Liu; Ruofeng Liu; Yi Ding 011; Yu Yang 010; Desheng Zhang (CIKM, 2024)

MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions. - Qinchen Yang; Zejun Xie; Hua Wei 001; Desheng Zhang; Yu Yang 010 (CIKM, 2024)

AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes. - Shuxin Zhong; Hua Wei 001; Wenjun Lyu; Guang Yang 028; Zhiqing Hong; Guang Wang 001; Yu Yang 010; Desheng Zhang (CIKM, 2024)

A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service. - Shuxin Zhong; Yahan Gu; Wenjun Lyu; Hongyu Lin; Guang Yang 028; Yao Lu; Guang Wang 001; Yu Yang 010; Desheng Zhang (CIKM, 2024)

Adaptive Cross-platform Transportation Time Prediction for Logistics. - Shuxin Zhong; Wenjun Lyu; Zhiqing Hong; Guang Yang 028; Weijian Zuo; Haotian Wang 008; Guang Wang 001; Yu Yang 010; Desheng Zhang (CIKM, 2024)

Improving Network Robustness via Cellular Infrastructure Sharing: An Empirical Study of Infrastructure Failure with All Cellular Operators in a City. - Zhihan Fang; Guang Yang 028; Wenjun Lyu; Zhiqing Hong; Shuxin Zhong; Weijian Zuo; Yu Yang 010; Guang Wang 001; Desheng Zhang (SIGSPATIAL/GIS, 2024)

Targeted Adaptive Non-Intrusive Load Monitoring. - Song Chen; Maojiang Zhao; Zuqiang Xiong; Zhemin Bai; Yu Yang 010 (I2MTC, 2024)

Align Along Time and Space: A Graph Latent Diffusion Model for Traffic Dynamics Prediction. - Yuhang Liu 004; Yingxue Zhang 002; Xin Zhang 098; Yu Yang 010; Yiqun Xie; Sahar Ghanipoor Machiani; Yanhua Li; Jun Luo 007 (ICDM, 2024)

Human Preference-aware Rebalancing and Charging for Shared Electric Micromobility Vehicles. - Heng Tan; Yukun Yuan 001; Hua Yan; Shuxin Zhong; Yu Yang 010 (ICRA, 2024)

Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing. - Xinbo Zhao 001; Yingxue Zhang 002; Xin Zhang 098; Yu Yang 010; Yiqun Xie; Yanhua Li; Jun Luo 007 (KDD, 2024)

Robust Route Planning under Uncertain Pickup Requests for Last-mile Delivery. - Hua Yan; Heng Tan; Haotian Wang 008; Desheng Zhang; Yu Yang 010 (WWW, 2024)

Language-centered Human Activity Recognition. - Hua Yan; Heng Tan; Yi Ding 011; Pengfei Zhou; Vinod Namboodiri; Yu Yang 010 (CoRR, 2024)

Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics. - Shuxin Zhong; Kimberly Liu; Wenjun Lyu; Haotian Wang 008; Guang Wang 001; Yunhuai Liu; Tian He 001; Yu Yang 010; Desheng Zhang (AAAI, 2025)

AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data. - Qinchen Yang; Zhiqing Hong; Dongjiang Cao; Haotian Wang 008; Zejun Xie; Tian He 001; Yunhuai Liu; Yu Yang 010; Desheng Zhang (KDD (1), 2025)

Demo Abstract: GIDEA: Generative AI-Powered Interactive Design and Evaluation Platform for Assistant Agent Research. - Ziyi Xuan; Yiwen Wu; Yu Yang 010 (SenSys, 2025)

Real-Time Abnormal Address Detection for Mobile Devices in Location-Based Services. - Zhiqing Hong; Heng Yang; Haotian Wang 008; Wenjun Lyu; Yu Yang 010; Guang Wang 001; Yunhuai Liu; Yang Wang 015; Desheng Zhang (IEEE Trans. Mob. Comput., 2025)