| 2026 | AAAI | LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce. | Wenjun Lyu, Fangyu Li, Yudong Zhang, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang |
| 2026 | ISCAS | A Multi-Stage SiC Gate Driver Utilizing Peak/Valley Miller Plateau Voltage Tracking for 48.4% Switching Loss Reduction. | Weijia Hao, Run Min, Desheng Zhang, Jianming Lei, Han Peng, Qiaoling Tong |
| 2026 | ISCAS | A Novel PFM Control Chip with Model-Based Duty Ratio Prediction and vds-Sensed Fine Tuning for Optimal ZVS in VHF Resonant SEPIC Converters. | Weihua Zhang, Desheng Zhang, Run Min, Qiaoling Tong, Jianming Lei, Xuecheng Zou |
| 2026 | KDD | GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile Delivery. | Zhiqing Hong, Zelong Li, Xiubin Fan, Guang Yang, Baoshen Guo, Haotian Wang, Tian He, Desheng Zhang |
| 2025 | AAAI | Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics. | Shuxin Zhong, Kimberly Liu, Wenjun Lyu, Haotian Wang, Guang Wang, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang |
| 2025 | ACL | CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition. | Zejun Xie, Zhiqing Hong, Wenjun Lyu, Haotian Wang, Guang Wang, Desheng Zhang |
| 2025 | CIKM | NeighSqueeze: Compact Neighborhood Grouping for Efficient Billion-Scale Heterogeneous Graph Learning. | Xinyue Feng, Shuxin Zhong, Jinquan Hang, Yuequn Zhang, Guang Yang, Haotian Wang, Desheng Zhang, Guang Wang |
| 2025 | CIKM | Fraudulent Delivery Detection with Multimodal Courier Behavior Data in Last-Mile Delivery. | Shanshan Wang, Sijing Duan, Shuxin Zhong, Zhiqing Hong, Zhiyuan Zhou, Hongyu Lin, Weijian Zuo, Desheng Zhang, Yi Ding |
| 2025 | CIKM | Untitled record | Lidi Zhang, Yinfeng Xiang, Wenjun Lyu, Zhiqing Hong, Haotian Wang, Desheng Zhang, Yunhuai Liu, Tian He |
| 2025 | IJCNN | Intention Aggregation and Category Enhancement Graph Neural Network for Session-based Recommendation. | Xiangqian Geng, Desheng Zhang, Miaomiao He |
| 2025 | IJCNN | Prior-Guided Feature Fusion Network for Driving Obstacle Detection in Foggy Weather. | Desheng Zhang, Xiangqian Geng, Miaomiao He |
| 2025 | KDD | Hierarchical Structure Sharing Empowers Multi-task Heterogeneous GNNs for Customer Expansion. | Xinyue Feng, Shuxin Zhong, Jinquan Hang, Wenjun Lyu, Yuequn Zhang, Guang Yang, Haotian Wang, Desheng Zhang, Guang Wang |
| 2025 | KDD | LLM4HAR: Generalizable On-device Human Activity Recognition with Pretrained LLMs. | Zhiqing Hong, Yiwei Song, Zelong Li, Anlan Yu, Shuxin Zhong, Yi Ding, Tian He, Desheng Zhang |
| 2025 | KDD | Scalable Area Difficulty Assessment with Knowledge-enhanced AI for Nationwide Logistics Systems. | Zejun Xie, Wenjun Lyu, Yiwei Song, Haotian Wang, Guang Yang, Yunhuai Liu, Tian He, Desheng Zhang, Guang Wang |
| 2025 | KDD | AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data. | Qinchen Yang, Zhiqing Hong, Dongjiang Cao, Haotian Wang, Zejun Xie, Tian He, Yunhuai Liu, Yu Yang, Desheng Zhang |
| 2025 | MOBICOM | Experience Paper: Nationwide Human Behavior Sensing in Last-mile Delivery. | Zhiqing Hong, Weibing Wang, Anlan Yu, Shuxin Zhong, Haotian Wang, Yi Ding, Tian He, Desheng Zhang |
| 2025 | WWW | InCo: Exploring Inter-Trip Cooperation for Efficient Last-mile Delivery. | Wenjun Lyu, Shuxin Zhong, Guang Yang, Haotian Wang, Yi Ding, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang |
| 2024 | CIKM | Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Audience Expansion. | Li Lin, Xinyao Chen, Kaiwen Xia, Shuai Wang, Desheng Zhang, Tian He |
| 2024 | CIKM | DIFN: A Dual Intention-aware Network for Repurchase Recommendation with Hierarchical Spatio-temporal Fusion. | Li Lin, Xin Xu, Hai Wang, Tian He, Desheng Zhang, Shuai Wang |
| 2024 | CIKM | DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection. | Yao Lu, Shuai Wang, Yu Yang, Hai Wang, Baoshen Guo, Desheng Zhang, Shuai Wang, Tian He |
| 2024 | CIKM | Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information. | Guang Yang, Meiqi Tu, Zelong Li, Jinquan Hang, Taichi Liu, Ruofeng Liu, Yi Ding, Yu Yang, Desheng Zhang |
| 2024 | CIKM | MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions. | Qinchen Yang, Zejun Xie, Hua Wei, Desheng Zhang, Yu Yang |
| 2024 | CIKM | AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes. | Shuxin Zhong, Hua Wei, Wenjun Lyu, Guang Yang, Zhiqing Hong, Guang Wang, Yu Yang, Desheng Zhang |
| 2024 | CIKM | A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service. | Shuxin Zhong, Yahan Gu, Wenjun Lyu, Hongyu Lin, Guang Yang, Yao Lu, Guang Wang, Yu Yang, Desheng Zhang |
| 2024 | CIKM | Adaptive Cross-platform Transportation Time Prediction for Logistics. | Shuxin Zhong, Wenjun Lyu, Zhiqing Hong, Guang Yang, Weijian Zuo, Haotian Wang, Guang Wang, Yu Yang, Desheng Zhang |
| 2024 | EMNLP | Variational Language Concepts for Interpreting Foundation Language Models. | Hengyi Wang, Shiwei Tan, Zhiqing Hong, Desheng Zhang, Hao Wang |
| 2024 | KDD | Where Have You Been? A Study of Privacy Risk for Point-of-Interest Recommendation. | Kunlin Cai, Jinghuai Zhang, Zhiqing Hong, William Shand, Guang Wang, Desheng Zhang, Jianfeng Chi, Yuan Tian |
| 2024 | KDD | Paths2Pair: Meta-path Based Link Prediction in Billion-Scale Commercial Heterogeneous Graphs. | Jinquan Hang, Zhiqing Hong, Xinyue Feng, Guang Wang, Guang Yang, Feng Li, Xining Song, Desheng Zhang |
| 2024 | WWW | Robust Route Planning under Uncertain Pickup Requests for Last-mile Delivery. | Hua Yan, Heng Tan, Haotian Wang, Desheng Zhang, Yu Yang |
| 2023 | CIKM | AutoBuild: Automatic Community Building Labeling for Last-mile Delivery. | Zhiqing Hong, Dongjiang Cao, Haotian Wang, Guang Wang, Tian He, Desheng Zhang |
| 2023 | CIKM | Urban-scale POI Updating with Crowd Intelligence. | Zhiqing Hong, Haotian Wang, Wenjun Lyu, Hai Wang, Yunhuai Liu, Guang Wang, Tian He, Desheng Zhang |
| 2023 | CIKM | Logistics Audience Expansion via Temporal Knowledge Graph. | Hua Yan, Yingqiang Ge, Haotian Wang, Desheng Zhang, Yu Yang |
| 2023 | CIKM | CARPG: Cross-City Knowledge Transfer for Traffic Accident Prediction via Attentive Region-Level Parameter Generation. | Guang Yang, Yuequn Zhang, Jinquan Hang, Xinyue Feng, Zejun Xie, Desheng Zhang, Yu Yang |
| 2023 | CIKM | Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer. | Hua Yan, Hao Wang, Desheng Zhang, Yu Yang |
| 2023 | CIKM | HST-GT: Heterogeneous Spatial-Temporal Graph Transformer for Delivery Time Estimation in Warehouse-Distribution Integration E-Commerce. | Xiaohui Zhao, Shuai Wang, Hai Wang, Tian He, Desheng Zhang, Guang Wang |
| 2023 | CIKM | RLIFE: Remaining Lifespan Prediction for E-scooters. | Shuxin Zhong, William Yubeaton, Wenjun Lyu, Guang Wang, Desheng Zhang, Yu Yang |
| 2023 | ICDE | REDE: Exploring Relay Transportation for Efficient Last-mile Delivery. | Wenjun Lyu, Haotian Wang, Zhiqing Hong, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang |
| 2023 | ICDE | GCRL: Efficient Delivery Area Assignment for Last-mile Logistics with Group-based Cooperative Reinforcement Learning. | Hai Wang, Shuai Wang, Yu Yang, Desheng Zhang |
| 2023 | ICDE | COME: Learning to Coordinate Crowdsourcing and Regular Couriers for Offline Delivery During Online Mega Sale Days. | Guanzhou Zhu, Dong Zhao, Yizong Wang, Haotian Wang, Desheng Zhang, Huadong Ma |
| 2023 | IJCAI | A Prediction-and-Scheduling Framework for Efficient Order Transfer in Logistics. | Wenjun Lyu, Haotian Wang, Yiwei Song, Yunhuai Liu, Tian He, Desheng Zhang |
| 2023 | KDD | Towards Equitable Assignment: Data-Driven Delivery Zone Partition at Last-mile Logistics. | Baoshen Guo, Shuai Wang, Haotian Wang, Yunhuai Liu, Fanshuo Kong, Desheng Zhang, Tian He |
| 2023 | KDD | FairCod: A Fairness-aware Concurrent Dispatch System for Large-scale Instant Delivery Services. | Lin Jiang, Shuai Wang, Baoshen Guo, Hai Wang, Desheng Zhang, Guang Wang |
| 2023 | KDD | A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics. | Kaiwen Xia, Li Lin, Shuai Wang, Haotian Wang, Desheng Zhang, Tian He |
| 2022 | CIKM | Towards Fair Workload Assessment via Homogeneous Order Grouping in Last-mile Delivery. | Wenjun Lyu, Kexin Zhang, Baoshen Guo, Zhiqing Hong, Guang Yang, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang |
| 2022 | FUSION | An Improved Two-Stage Based Multi-frame Track-Before-Detect Algorithm in Radar systems. | Wujun Li, Kah Chan Teh, Desheng Zhang, Xiujuan Lu, Wei Yi, Alex C. Kot |
| 2022 | FUSION | Multi-Frame Track-Before-Detect for Scalable Extended Target Tracking. | Desheng Zhang, Wujun Li, Shixing Yang, Yingshun Wang, Chuan Zhu, Wei Yi |
| 2022 | ICDCS | BikeCAP: Deep Spatial-temporal Capsule Network for Multi-step Bike Demand Prediction. | Shuxin Zhong, Wenjun Lyu, Desheng Zhang, Yu Yang |
| 2022 | ICDE | $O^{2}$-SiteRec: Store Site Recommendation under the O2O Model via Multi-graph Attention Networks. | Hua Yan, Shuai Wang, Yu Yang, Baoshen Guo, Tian He, Desheng Zhang |
| 2022 | KDD | Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery. | Wei Liu, Yi Ding, Shuai Wang, Yu Yang, Desheng Zhang |
| 2021 | FUSION | Multi-Frame Joint Tracking and Shape Estimation Method for Weak Extended Targets. | Desheng Zhang, Wujun Li, Wei Yi |
| 2021 | ICDCS | Mitigating Port Starvation for Shallow-buffered Switches in Datacenter Networks. | Wenjun Lyu, Jiawei Huang, Jingling Liu, Zhaoyi Li, Shaojun Zou, Weihe Li, Jianxin Wang, Desheng Zhang |
| 2021 | ICDE | Data-Driven Fairness-Aware Vehicle Displacement for Large-Scale Electric Taxi Fleets. | Guang Wang, Shuxin Zhong, Shuai Wang, Fei Miao, Zheng Dong, Desheng Zhang |
| 2021 | IROS | Automated Type-Aware Traffic Speed Prediction based on Sparse Intelligent Camera System. | Xiaoyang Xie, Kangjia Shao, Yang Wang, Fei Miao, Desheng Zhang |
| 2021 | KDD | MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance. | Zhihan Fang, Guang Yang, Dian Zhang, Xiaoyang Xie, Guang Wang, Yu Yang, Fan Zhang, Desheng Zhang |
| 2021 | KDD | Record: Joint Real-Time Repositioning and Charging for Electric Carsharing with Dynamic Deadlines. | Guang Wang, Zhou Qin, Shuai Wang, Huijun Sun, Zheng Dong, Desheng Zhang |
| 2021 | NSDI | From Conception to Retirement: a Lifetime Story of a 3-Year-Old Wireless Beacon System in the Wild. | Yi Ding, Ling Liu, Yu Yang, Yunhuai Liu, Desheng Zhang, Tian He |
| 2021 | SIGCOMM | Nationwide deployment and operation of a virtual arrival detection system in the wild. | Yi Ding, Yu Yang, Wenchao Jiang, Yunhuai Liu, Tian He, Desheng Zhang |
| 2021 | RTSS | Concurrent Order Dispatch for Instant Delivery with Time-Constrained Actor-Critic Reinforcement Learning. | Baoshen Guo, Shuai Wang, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He |
| 2020 | IROS | Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties. | Sihong He, Lynn Pepin, Guang Wang, Desheng Zhang, Fei Miao |
| 2020 | MOBICOM | TransLoc: transparent indoor localization with uncertain human participation for instant delivery. | Yu Yang, Yi Ding, Dengpan Yuan, Guang Wang, Xiaoyang Xie, Yunhuai Liu, Tian He, Desheng Zhang |
| 2020 | WWW | CellRep: Usage Representativeness Modeling and Correction Based on Multiple City-Scale Cellular Networks. | Zhihan Fang, Guang Wang, Shuai Wang, Chaoji Zuo, Fan Zhang, Desheng Zhang |
| 2020 | WWW | Modeling Fine-Grained Human Mobility on Cellular Networks. | Zhihan Fang, Guang Wang, Desheng Zhang |
| 2020 | WWW | Mobile Cyber-Physical Systems for Smart Cities. | Desheng Zhang |
| 2019 | ICDCS | p^2Charging: Proactive Partial Charging for Electric Taxi Systems. | Yukun Yuan, Desheng Zhang, Fei Miao, Jimin Chen, Tian He, Shan Lin |
| 2019 | MASCOTS | Approximation with Error Bounds in Spark. | Guangyan Hu, Sandro Rigo, Desheng Zhang, Thu D. Nguyen |
| 2019 | MOBICOM | Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Networks. | Guang Wang, Xiuyuan Chen, Fan Zhang, Yang Wang, Desheng Zhang |
| 2019 | MOBICOM | Poster: Understanding Long-Term Mobility and Charging Evolving of Shared EV Networks. | Guang Wang, Desheng Zhang |
| 2019 | MOBICOM | VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. | Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang |
| 2019 | WWW | Towards Efficient Sharing: A Usage Balancing Mechanism for Bike Sharing Systems. | Shuai Wang, Tian He, Desheng Zhang, Yunhuai Liu, Sang Hyuk Son |
| 2019 | SENSYS | Fine-grained travel time sensing in heterogeneous mobile networks: poster abstract. | Zhihan Fang, Fan Zhang, Desheng Zhang |
| 2019 | SENSYS | A neural networks based caching scheme for mobile edge networks: poster abstract. | Zhou Qin, Yikun Xian, Desheng Zhang |
| 2019 | SENSYS | tCharge - A fleet-oriented real-time charging scheduling system for electric taxi fleets: poster abstract. | Guang Wang, Fan Zhang, Desheng Zhang |
| 2019 | SENSYS | Understanding real-time interaction in heterogeneous vehicular sensing: poster abstract. | Xiaoyang Xie, Fan Zhang, Desheng Zhang |
| 2019 | SENSYS | Vehicular mobility modeling based on heterogeneous sensor networks: poster abstract. | Yu Yang, Fan Zhang, Desheng Zhang |
| 2019 | SENSYS | Privacy-aware synthesis of sensing data based on learning model at metropolitan scale: poster abstract. | Fan Zhang, Desheng Zhang |
| 2019 | SENSYS | Conflict detection for smart cities services: poster abstract. | Shuxin Zhong, Desheng Zhang |
| 2018 | SENSYS | EXIMIUS: A Measurement Framework for Explicit and Implicit Urban Traffic Sensing. | Zhou Qin, Zhihan Fang, Yunhuai Liu, Chang Tan, Wei Chang, Desheng Zhang |
| 2018 | RTSS | bCharge: Data-Driven Real-Time Charging Scheduling for Large-Scale Electric Bus Fleets. | Guang Wang, Xiaoyang Xie, Fan Zhang, Yunhuai Liu, Desheng Zhang |
| 2017 | SmartComp | MetroTime: Travel Time Decomposition under Stochastic Time Table for Metro Networks. | Haengju Lee, Desheng Zhang, Tian He, Sang Hyuk Son |
| 2016 | SENSYS | USN: an Extremely Large Sensor Network based on Urban Infrastructures for Smart Cities: Poster Abstract. | Desheng Zhang, Tian He |
| 2014 | BigData | Dmodel: Online Taxicab Demand Model from Big Sensor Data in a Roving Sensor Network. | Desheng Zhang, Tian He, Shan Lin, Sirajum Munir, John A. Stankovic |
| 2014 | MOBICOM | Exploring human mobility with multi-source data at extremely large metropolitan scales. | Desheng Zhang, Jun Huang, Ye Li, Fan Zhang, Cheng-Zhong Xu, Tian He |
| 2014 | Mobisys | Poster: Improving efficiency of metropolitan-scale transit systems with multi-mode data feeds. | Desheng Zhang, Tian He |
| 2013 | SENSYS | coRide: carpool service with a win-win fare model for large-scale taxicab networks. | Desheng Zhang, Ye Li, Fan Zhang, Mingming Lu, Yunhuai Liu, Tian He |
| 2012 | ICDCS | EQS: Neighbor Discovery and Rendezvous Maintenance with Extended Quorum System for Mobile Sensing Applications. | Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, Hui Lei |
| 2012 | SENSYS | Untitled record | Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti, Hui Lei |
| 2012 | RTSS | pCruise: Reducing Cruising Miles for Taxicab Networks. | Desheng Zhang, Tian He |
| 2011 | SENSYS | Neighbor discovery with distributed quorum system. | Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti |
| 2010 | EUC | OCO: A Multi-channel MAC Protocol with Opportunistic Cooperation for Wireless Sensor Networks. | Jinbao Li, Desheng Zhang, Longjiang Guo |
| 2010 | GLOBECOM | RCS: A Random Channel Selection with Probabilistic Backoff for Multi-Channel MAC Protocols in WSNs. | Jinbao Li, Desheng Zhang, Shouling Ji, Longjiang Guo |
| 2010 | ICPADS | M-cube: A Duty Cycle Based Multi-channel MAC Protocol with Multiple Channel Reservation for WSNs. | Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji, Yingshu Li |
| 2010 | IPCCC | ARM: An asynchronous receiver-initiated multichannel MAC protocol with duty cycling for WSNs. | Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji, Yingshu Li |
| 2010 | UIC | RCO: A Multi-channel MAC Protocol with Random Cooperation for Sensor Networks. | Jinbao Li, Desheng Zhang |
| 2005 | ICASSP | Varying weight trimmed mean filter for the restoration of impulse noise corrupted images. | Desheng Zhang, Donald J. Kouri |
| 2000 | ICASSP | Recent improvements on perceptual processing using DAF wavelets. | Zhuoer Shi, Desheng Zhang, Haixiang Wang, Donald J. Kouri, David K. Hoffman |
| 2000 | ICIP | Hybrid Perceptual Image Processing Using New Interpolating Wavelets. | Zhuoer Shi, Haixiang Wang, Desheng Zhang, Donald J. Kouri, David K. Hoffman |
| 2000 | ICIP | Nonlinear Filtering Impulse Noise Removal from Corrupted Images. | Desheng Zhang, Zhuoer Shi, Haixiang Wang, Donald J. Kouri, David K. Hoffman |
| 1999 | IJCNN | Robust regularized learning using distributed approximating functional networks. | Zhuoer Shi, Desheng Zhang, Donald J. Kouri, David K. Hoffman |