Publications

(‡ Equal contribution, † Corresponding author)

2026

[KDD’26] WISE: Hierarchical Worker Scheduling for Efficient Multi-Source Urban Delivery
Wenjun Lyu, Fangyu Li, Shanshan Wang, Yikang Zhang, Haotian Wang, Yunhuai Liu, Tian He, Desheng Zhang

[TMC‘26] Mobility-Aware Order Relay in Last-mile Delivery
Wenjun Lyu, Haotian Wang, Zhiqing Hong, Guang Wang, Yu Yang, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang

[AAAI’26 (Oral)] 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

[TIOT’26] A Symbolic Efficiency-Aware Cooperative Decision System for Heterogeneous Workers and Tasks in IoT-Enabled Last-Mile Logistics
Allen He, Zongsheng Li, Wenjun Lyu, Yunhuai Liu, Desheng Zhang

[Nature Cities‘26] Decarbonizing emissions from last-mile deliveries in Chinese cities
Zhiqing Hong, Zelong Li, Shuxin Zhong, Wenjun Lyu, Haotian Wang, Shenhao Wang, Shuai Wang, Yunhuai Liu, Dabo Guan, Tian He, Guang Wang, Desheng Zhang.

[TMC‘26] UrbanPOI: Updating Urban POIs with Large-scale Crowdsourcing for Location-based Services
Zhiqing Hong, Baoshen Guo, Wenjun Lyu, Haotian Wang, Yunhuai Liu, Guang Wang, Tian He, Desheng Zhang.

[TMC‘26] COCO+: A Behavior-Aware Cause Identification Framework for Order Cancellation in Logistics Service
Shuxin Zhong, Hongyu Lin, Yahan Gu, Wenjun Lyu, Yunhuai Liu, Wang Lu, Tian He, Kaishun Wu, Desheng Zhang.

2025

[TMC’25] HeroCS: Cooperative Courier Scheduling for Heterogeneous Tasks in Last-mile Delivery
Wenjun Lyu, Liyu Zhang, Shuxin Zhong, Haotian Wang, Chao Li, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang.

[TMC’25] Courier Working Time Aware Vehicle Scheduling for Efficient Urban Logistics
Wenjun Lyu, Haotian Wang, Yiwei Song, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang.

[WWW’25] 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.

[CIKM’25 (Best student paper of applied research papers)] 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.

[TMC’25] Cellular Infrastructure Sharing for Network Robustness: A Citywide Empirical Study
Zhihan Fang‡, Guang Yang‡, Wenjun Lyu, Zhiqing Hon, Shuxin Zhong, Weijian Zuo, Yuelei Xie, Yu Yang, Guang Wang, Yunhuai Liu, Desheng Zhang.

[ACL’25] CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition
Zejun Xie, Zhiqing Hong, Wenjun Lyu, Haotian Wang, Guang Wang, Desheng Zhang.

[KDD’25] 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.

[KDD’25] A Fraudulent Blind Shipment Detection Framework in Logistics
Hongyu Lin, Shuxin Zhong, Yan Fang, Zhiqing Hong, Wenjun Lyu, Qipeng Xie, Haotian Wang, Lu Wang, Kaishun Wu.

[KDD’25] 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.

[AAAI’25] 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.

2024

[TMC’24] Towards Workload-Constrained Efficient Order Assignment in Last-mile Delivery
Wenjun Lyu, Xiaolong Jin, Haotian Wang, Yiwei Song, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang.

[SIGSPATIAL’24] Improving Network Robustness via Cellular Infrastructure Sharing: An Empirical Study of Infrastructure Failure with All Cellular Operators in A City.
Zhihan Fang, Guang Yang, Wenjun Lyu, Zhiqing Hong, Guang Wang, Yu Yang, Desheng Zhang.

[IMWUT’24] CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised Pre-training
Zhiqing Hong, Zelong Li, Shuxin Zhong, Wenjun Lyu, Haotian Wang, Yi Ding, Tian He, Desheng Zhang.

[TKDE’24] Nationwide Behavior-Aware Coordinates Mining from Uncertain Delivery Events
Zhiqing Hong, Guang Wang, Wenjun Lyu, Baoshen Guo, Yi Ding, Haotian Wang, Shuai Wang, Yunhuai Liu, Desheng Zhang.

[CIKM’24] 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.

[CIKM’24] 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.

[CIKM’24] 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.

[IWQOS’24] SGC: Similarity-Guided Gradient Compression for Distributed Deep Learning
Jingling Liu, Jiawei Huang, Yijun Li, Zhaoyi Li, Wenjun Lyu, Wenchao Jiang, Jianxin Wang.

2023

[IJCAI’23] A Prediction-and-Scheduling Framework for Efficient Order Transfer in Logistics
Wenjun Lyu, Haotian Wang, Yiwei Song, Yunhuai Liu, Tian He, Desheng Zhang.

[ICDE’23] REDE: Exploring Relay Transportation for Efficient Last-mile Delivery
Wenjun Lyu, Haotian Wang, Zhiqing Hong, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang.

[CIKM’23] Urban-scale POI Updating with Crowd Intelligence
Zhiqing Hong, Haotian Wang, Wenjun Lyu, Hai Wang, Yunhuai Liu, Guang Wang, Tian He, Desheng Zhang.

[CIKM’23] RLIFE: Remaining Lifespan Prediction for E-scooter
Shuxin Zhong, William Yubeaton, Wenjun Lyu, Guang Wang, Desheng Zhang, Yu Yang.

[ICA3PP’23 (Best student paper)] CAST: An Intricate-Scene Aware Adaptive Bitrate Approach for Video Streaming via Parallel Training.
Weihe Li, Jiawei Huang, Yu Liang, Jingling Liu, Wenlu Zhang, Wenjun Lyu, Jianxin Wang.

2022

[CIKM’22] 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.

[IMWUT’22] WePos: Weak-supervised Indoor Positioning with Unlabeled WiFi for On-demand Delivery.
Baoshen Guo, Weijian Zuo, Shuai Wang, Wenjun Lyu, Zhiqing Hong, Yi Ding, Tian He, Desheng Zhang.

[ICDCS’22] BikeCAP: Deep Spatial-temporal Capsule Network for Multi-step Bike Demand Prediction.
Shuxin Zhong, Wenjun Lyu, Yu Yang, Desheng Zhang.

[SIGSPATIAL’22] CoMiner: nationwide behavior-driven unsupervised spatial coordinate mining from uncertain delivery events.
Zhiqing Hong, Guang Wang, Wenjun Lyu, Baoshen Guo, Yi Ding, Haotian Wang, Shuai Wang, Yunhuai Liu, Desheng Zhang.

[SIGSPATIAL’22] FastAddr: real-time abnormal address detection via contrastive augmentation for location-based service.
Zhiqing Hong, Heng Yang, Haotian Wang, Wenjun Lyu, Yu Yang, Guang Wang, Yunhuai Liu, Yang Wang, Desheng Zhang.

2021

[IMWUT’21] Mover: Generalizability Verification of Human Mobility Models via Heterogeneous Use Cases.
Wenjun Lyu, Guang Wang, Yu Yang, Desheng Zhang.

[ICDCS’22] 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

[TOSN’22] OPTI: Order Preparation Time Inference for On-demand Delivery.
Zhigang Dai‡, Wenjun Lyu‡, Yi Ding, Yiwei Song, Yunhuai Liu.

[TON’22] Mitigating Packet Reordering for Random Packet Spraying in Data Center Networks.
Jiawei Huang, Wenjun Lyu (First student author), Weihe Li, Jianxin Wang, Tian He.

Before 2021

[ICPP’19 (Best paper candidate)] TLB: Traffic-aware Load Bal- ancing with Adaptive Granularity in Data Center Networks.
Jinbin Hu, Jiawei Huang, Wenjun Lyu, Weihe Li, Jianxin Wang, Tian He.

[ICNP’18] QDAPS: Queueing Delay Aware Packet Spraying for Load Balancing in Data Center.
Jiawei Huang, Wenjun Lyu (First student author), Weihe Li, Jianxin Wang, Tian He.

[Infocom’18] CAPS: Coding-based Adaptive Packet Spraying to Reduce Flow Completion Time in Data Cente.
Jinbin Hu, Jiawei Huang, Wenjun Lyu, Yutao Zhou, Jianxin Wang, Tian He.