Lixia Wu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 29

Top Topics

Spatial Temporal

Grey Relational Analysis

Top Venues

Publications

Lixia Wu, Haomin Wen, Haoyuan Hu, Xiaowei Mao, Yutong Xia, Ergang Shan, Jianbin Zheng, Junhong Lou, Yuxuan Liang, Liuqing Yang, Roger Zimmermann, Youfang Lin, Huaiyu Wan
LaDe: The First Comprehensive Last-mile Express Dataset from Industry. KDD (2024)
Peng Li, Lixia Wu, Chaoqun Feng, Haoyuan Hu, Lei Fu, Jieping Ye
Differentiation of Multi-objective Data-driven Decision Pipeline. CoRR (2024)
Minfang Lu, Yuchen Jiang, Huihui Dong, Qi Li, Ziru Xu, Yuanlin Liu, Lixia Wu, Haoyuan Hu, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng
Robust Representation Learning for Unified Online Top-K Recommendation. CoRR (2023)
Yuting Qiang, Haomin Wen, Lixia Wu, Xiaowei Mao, Fan Wu, Huaiyu Wan, Haoyuan Hu
Modeling Intra- and Inter-community Information for Route and Time Prediction in Last-mile Delivery. ICDE (2023)
Lixia Wu, Jianlin Liu, Junhong Lou, Haoyuan Hu, Jianbin Zheng, Haomin Wen, Chao Song, Shu He
G2PTL: A Pre-trained Model for Delivery Address and its Applications in Logistics System. CoRR (2023)
Haomin Wen, Youfang Lin, Lixia Wu, Xiaowei Mao, Tianyue Cai, Yunfeng Hou, Shengnan Guo, Yuxuan Liang, Guangyin Jin, Yiji Zhao, Roger Zimmermann, Jieping Ye, Huaiyu Wan
A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects. CoRR (2023)
Tianyue Cai, Huaiyu Wan, Fan Wu, Haomin Wen, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin
G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint Prediction. ICDE (2023)
Haomin Wen, Youfang Lin, Yuxuan Hu, Fan Wu, Mingxuan Xia, Xinyi Zhang, Lixia Wu, Haoyuan Hu, Huaiyu Wan
Modeling Spatial-Temporal Constraints and Spatial-Transfer Patterns for Couriers' Package Pick-up Route Prediction. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Xiaowei Mao, Haomin Wen, Hengrui Zhang, Huaiyu Wan, Lixia Wu, Jianbin Zheng, Haoyuan Hu, Youfang Lin
DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction. CoRR (2023)
Lixia Wu, Haomin Wen, Haoyuan Hu, Xiaowei Mao, Yutong Xia, Ergang Shan, Jianbin Zheng, Junhong Lou, Yuxuan Liang, Liuqing Yang, Roger Zimmermann, Youfang Lin, Huaiyu Wan
LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry. CoRR (2023)
Lixia Wu, Peng Li, Brian Rongqing Han, Meng Li, Yanan Zhang
Value of Autonomous Last-mile Delivery: Evidence from Alibaba. ICIS (2023)
Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Zhongxiang Sun, Tianyue Cai, Hongyu Liu, Shengnan Guo, Jianbin Zheng, Chao Song, Lixia Wu
Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers' Spatial-Temporal Behaviors. ACM Trans. Intell. Syst. Technol. 14 (3) (2023)
Jinyun Li, Huiwen Zheng, Yuanlin Liu, Minfang Lu, Lixia Wu, Haoyuan Hu
ADL: Adaptive Distribution Learning Framework for Multi-Scenario CTR Prediction. SIGIR (2023)
Xiaowei Mao, Huaiyu Wan, Haomin Wen, Fan Wu, Jianbin Zheng, Yuting Qiang, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin
GMDNet: A Graph-Based Mixture Density Network for Estimating Packages' Multimodal Travel Time Distribution. AAAI (2023)
Xiaowei Mao, Haomin Wen, Hengrui Zhang, Huaiyu Wan, Lixia Wu, Jianbin Zheng, Haoyuan Hu, Youfang Lin
DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction. KDD (2023)
Brian Rongqing Han, Tianshu Sun, Leon Yang Chu, Lixia Wu
COVID-19 and E-Commerce Operations: Evidence from Alibaba. Manuf. Serv. Oper. Manag. 24 (3) (2022)
Jinyun Li, Huiwen Zheng, Yuanlin Liu, Minfang Lu, Lixia Wu, Haoyuan Hu
AdaptDHM: Adaptive Distribution Hierarchical Model for Multi-Domain CTR Prediction. CoRR (2022)
Haomin Wen, Youfang Lin, Xiaowei Mao, Fan Wu, Yiji Zhao, Haochen Wang, Jianbin Zheng, Lixia Wu, Haoyuan Hu, Huaiyu Wan
Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction. KDD (2022)
Haomin Wen, Youfang Lin, Huaiyu Wan, Shengnan Guo, Fan Wu, Lixia Wu, Chao Song, Yinghui Xu
DeepRoute+: Modeling Couriers' Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Yuan Sun, Lixia Wu, Anand Jeyaraj
Moderating role of enterprise social media use in work engagement. Inf. Process. Manag. 59 (1) (2022)
Jinlei Zhang, Ergang Shan, Lixia Wu, Lixing Yang, Ziyou Gao, Haoyuan Hu
An end-to-end predict-then-optimize clustering method for intelligent assignment problems in express systems. CoRR (2022)
Brian Rongqing Han, Tianshu Sun, Leon Yang Chu, Lixia Wu
COVID-19 and E-commerce Operations: Evidence from Alibaba. ICIS (2021)
Minglong Li, Zhongxuan Cai, Wenjing Yang, Lixia Wu, Yinghui Xu, Ji Wang
Dec-SGTS: Decentralized Sub-Goal Tree Search for Multi-Agent Coordination. AAAI (2021)
Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Shengnan Guo, Lixia Wu, Chao Song, Yinghui Xu
Package Pick-up Route Prediction via Modeling Couriers' Spatial-Temporal Behaviors. ICDE (2021)
Brian Rongqing Han, Leon Yang Chu, Tianshu Sun, Lixia Wu
Commercializing the Package Flow: Cross-sampling Physical Products Through E-commerce Warehouses. ICIS (2020)
Mingxuan Yue, Tianshu Sun, Fan Wu, Lixia Wu, Yinghui Xu, Cyrus Shahabi
Learning a Contextual and Topological Representation of Areas-of-Interest for On-Demand Delivery Application. ECML/PKDD (4) (2020)
Yuan Sun, Lixia Wu, Rui Chen, Kuikui Lin, Rong-An Shang
Enterprise Social Software Platforms and Team Improvisation. Int. J. Electron. Commer. 24 (3) (2020)
Fan Wu, Lixia Wu
DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System. AAAI (2019)
Brian Rongqing Han, Lixia Wu, Tianshu Sun, Leon Yang Chu, Yinghui Xu
Connecting Customers and Merchants Offline: Experimental Evidence from the Commercialization of Last-Mile Pickup Stations at Alibaba. ICIS (2019)
Lixia Wu, Tiankui Zhang, Xiaogeng Xu, Zhimin Zeng, Yinlong Liu
Grey relational analysis based cross-layer caching for content centric networking. ICCC (2015)