Desheng Zhang

2025

doi dblp
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
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
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
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
D3-TR: Data-driven Daily Delivery Task Rescheduling for Cost-effective Last-mile Delivery.
Lidi Zhang|Yinfeng Xiang|Wenjun Lyu|Zhiqing Hong|Haotian Wang|Desheng Zhang|Yunhuai Liu|Tian He
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
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
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Audience Expansion.
Li Lin|Xinyao Chen|Kaiwen Xia|Shuai Wang|Desheng Zhang|Tian He
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
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
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection.
Yao Lu|Omar U. Florez|Shuai Wang|Omar U. Florez|Shuai Wang|Yu Yang|Hai Wang|Baoshen Guo|Desheng Zhang|Shuai Wang|Tian He
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
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
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions.
Qinchen Yang|Mustafa Jarrar|Zejun Xie|Desheng Zhang|Marios D. Dikaiakos|Hua Wei|Desheng Zhang|Marios D. Dikaiakos|Yu Yang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
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
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
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
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
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
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Robust Route Planning under Uncertain Pickup Requests for Last-mile Delivery.
Hua Yan|Heng Tan|Haotian Wang|Desheng Zhang|Yu Yang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp
AutoBuild: Automatic Community Building Labeling for Last-mile Delivery.
Zhiqing Hong|Dongjiang Cao|Haotian Wang|Guang Wang|Tian He|Desheng Zhang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Urban-scale POI Updating with Crowd Intelligence.
Zhiqing Hong|Haotian Wang|Wenjun Lyu|Hai Wang|Yunhuai Liu|Guang Wang|Tian He|Desheng Zhang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Logistics Audience Expansion via Temporal Knowledge Graph.
Yu Yang|Hua Yan|Rouzbeh Meymandpour|Yingqiang Ge|Haotian Wang|Desheng Zhang|Yu Yang|Rouzbeh Meymandpour
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
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
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer.
Hua Yan|Hao Wang|Desheng Zhang|Yu Yang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
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
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
RLIFE: Remaining Lifespan Prediction for E-scooters.
Shuxin Zhong|William Yubeaton|Wenjun Lyu|Guang Wang|Desheng Zhang|Yu Yang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

doi dblp
Towards Fair Workload Assessment via Homogeneous Order Grouping in Last-mile Delivery.
Wenjun Lyu|Meeyoung Park|Guang Yang|Kexin Zhang|Baoshen Guo|Zhiqing Hong|Meeyoung Park|Guang Yang|Guang Wang|Yu Yang|Yunhuai Liu|Desheng Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
Pricing-aware Real-time Charging Scheduling and Charging Station Expansion for Large-scale Electric Buses.
Guang Wang|Zhihan Fang|Xiaoyang Xie|Shuai Wang|Huijun Sun|Fan Zhang|Yunhuai Liu|Desheng Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 1

2020

doi dblp
Understanding the Long-Term Evolution of Electric Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns.
Guang Wang|Fan Zhang|Huijun Sun|Yang Wang|Desheng Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2020 Volume 11 Issue 4
doi dblp
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
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi dblp
Modeling Fine-Grained Human Mobility on Cellular Networks.
Zhihan Fang|Guang Wang|Desheng Zhang
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi dblp
Mobile Cyber-Physical Systems for Smart Cities.
Desheng Zhang
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Towards Efficient Sharing: A Usage Balancing Mechanism for Bike Sharing Systems.
Shuai Wang|Tian He|Desheng Zhang|Yunhuai Liu|Sang Hyuk Son
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Real-Time Human Mobility Modeling with Multi-View Learning.
Desheng Zhang|Tian He|Fan Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2018 Volume 9 Issue 3