Selected Publications
Selected Conference Publications
2025
[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 and Desheng Zhang
[AAAI’25] AdaService: Adaptive Multi-faceted Service Capabilities Co-Estimation for Nationwide Terminal Stations in Logistics
Shuxin Zhong, Kimberly Liu, Wenjun Lyu, Haotian Wang, Guang Wang, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang
[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
2024
[SIGSPATIAL’25] 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, Shuxin Zhong, Weijian Zuo, Yu Yang, Guang Wang, 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 and 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 and 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 and 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
[Ubicomp’24] CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised Pretraining
Zhiqing Hong, Zelong Li, Shuxin Zhong, Wenjun Lyu, Haotian Wang, Yi Ding, Tian He, Desheng Zhang
2023
[ICA3PP’23] 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
Best Student Paper
[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-scooters
Shuxin Zhong, William Yubeaton, Wenjun Lyu, Guang Wang, Desheng Zhang, Yu Yang
[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
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 and Desheng Zhang
[Ubicomp’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 services
Zhiqing Hong, Heng Yang, Haotian Wang, Wenjun Lyu, Yu Yang, Guang Wang, Yunhuai Liu, Yang Wang, Desheng Zhang
2021
[Ubicomp’21] Mover: Generalizability Verification of Human Mobility Models via Heterogeneous Use
Cases
Wenjun Lyu, Guang Wang, Yu Yang, Desheng Zhang
[ICDCS’21] 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
2019
[ICPP’19] TLB: Traffic-aware Load Balancing with Adaptive Granularity in Data Center Networks
Jinbin Hu, Jiawei Huang, Wenjun Lyu, Weihe Li, Jianxin Wang, Tian He
Best Paper Candidate
2018
[ICNP’18] QDAPS: Queueing Delay Aware Packet Spraying for Load Balancing in Data Center
Jiawei Huang, Wenjun Lyu, Weihe Li, Jianxin Wang, Tian He
[INFOCOM’18] CAPS: Coding-based Adaptive Packet Spraying to Reduce Flow Completion Time in Data
Center
Jinbin Hu, Jiawei Huang, Wenjun Lyu, Yutao Zhou, Jianxin Wang, Tian He
Selected Journal Publications
[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
[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, and Desheng Zhang
[TMC’24] Optimizing Video Streaming in Dynamic Networks: An Intelligent Adaptive Bitrate Solution Considering Scene Intricacy and Data Budget
Weihe Li, Jiawei Huang, Yu Liang, Qichen Su, Jingling Liu, Wenjun Lyu, Jianxin Wang
[TCC’24] Cyclic Matrix Coding to Mitigate ACK Blocking of MPTCP in Data Center Networks
Zhaoyi Li, Jiawei Huang, Shiqi Wang, Wenjun Lyu, Jianxin Wang
[TOSN’23] OPTI: Order Preparation Time Inference for On-demand Delivery
Zhigang Dai, Wenjun Lyu, Yi Ding, Yiwei Song, Yunhuai Liu
[TCC’22] APS: Adaptive Packet Spraying to Isolate Mix-Flows in Data Center Network
Jingling Liu, Jiawei Huang, Wenjun Lyu, Jianxin Wang
[TON’21] Mitigating Packet Reordering for Random Packet Spraying in Data Center Networks
Jiawei Huang, Wenjun Lyu, Weihe Li, Jianxin Wang, Tian He
[TON’21] Adjusting Switching Granularity of Load Balancing for Heterogeneous Datacenter Traffic
Jinbin Hu, Jiawei Huang, Wenjun Lyu, Weihe Li, Zhaoyi Li, Wenchao Jiang, Jianxin Wang, Tian He
[TON’19] CAPS: Coding-Based Adaptive Packet Spraying to Reduce Flow Completion Time in Data
Center
Jinbin Hu, Jiawei Huang, Wenjun Lyu, Yutao Zhou, Jianxin Wang, Tian He