Lixia Wu

According to our database, Lixia Wu authored at least 35 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects.

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

IEEE Trans. Knowl. Data Eng., December, 2024

An End-to-End Predict-Then-Optimize Clustering Method for Stochastic Assignment Problems.

Jinlei Zhang, Ergang Shan, Lixia Wu, Jiateng Yin, Lixing Yang, Ziyou Gao

IEEE Trans. Intell. Transp. Syst., September, 2024

Connecting Customers and Merchants Offline: Experimental Evidence from the Commercialization of Last-mile Stations at Alibaba.

Brian Rongqing Han, Tianshu Sun, Leon Yang Chu, Lixia Wu

MIS Q., 2024

DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based Services.

Youfang Lin, Jinji Fu, Haomin Wen, Jiyuan Wang, Zhenjie Wei, Yuting Qiang, Xiaowei Mao, Lixia Wu, Haoyuan Hu, Yuxuan Liang, Huaiyu Wan

CoRR, 2024

DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL.

Lixia Wu, Peng Li, Junhong Lou, Lei Fu

CoRR, 2024

Differentiation of Multi-objective Data-driven Decision Pipeline.

Peng Li, Lixia Wu, Chaoqun Feng, Haoyuan Hu, Lei Fu, Jieping Ye

CoRR, 2024

LaDe: The First Comprehensive Last-mile Express Dataset from Industry.

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Digital Economy, Environmental Regulation, and Carbon Emissions: Based on a Dynamic Panel Threshold Model.

Lixia Wu, Yuqin Gui, Qinkang Zhang, Mingjie Yu

Proceedings of the 2024 9th International Conference on Intelligent Information Processing, 2024

G2PTL: A Geography-Graph Pre-trained Model.

Lixia Wu, Jianlin Liu, Junhong Lou, Minhui Deng, Jianbin Zheng, Haomin Wen, Chao Song, Shu He

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Modeling Spatial-Temporal Constraints and Spatial-Transfer Patterns for Couriers' Package Pick-up Route Prediction.

Haomin Wen, Youfang Lin, Yuxuan Hu, Fan Wu, Mingxuan Xia, Xinyi Zhang, Lixia Wu, Haoyuan Hu, Huaiyu Wan

IEEE Trans. Intell. Transp. Syst., December, 2023

Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers' Spatial-Temporal Behaviors.

Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Zhongxiang Sun, Tianyue Cai, Hongyu Liu, Shengnan Guo, Jianbin Zheng, Chao Song, Lixia Wu

ACM Trans. Intell. Syst. Technol., 2023

Robust Representation Learning for Unified Online Top-K Recommendation.

Minfang Lu, Yuchen Jiang, Huihui Dong, Qi Li, Ziru Xu, Yuanlin Liu, Lixia Wu, Haoyuan Hu, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng

CoRR, 2023

LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry.

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

CoRR, 2023

G2PTL: A Pre-trained Model for Delivery Address and its Applications in Logistics System.

Lixia Wu, Jianlin Liu, Junhong Lou, Haoyuan Hu, Jianbin Zheng, Haomin Wen, Chao Song, Shu He

CoRR, 2023

ADL: Adaptive Distribution Learning Framework for Multi-Scenario CTR Prediction.

Jinyun Li, Huiwen Zheng, Yuanlin Liu, Minfang Lu, Lixia Wu, Haoyuan Hu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction.

Xiaowei Mao, Haomin Wen, Hengrui Zhang, Huaiyu Wan, Lixia Wu, Jianbin Zheng, Haoyuan Hu, Youfang Lin

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Value of Autonomous Last-mile Delivery: Evidence from Alibaba.

Lixia Wu, Peng Li, Brian Rongqing Han, Meng Li, Yanan Zhang

Proceedings of the 44th International Conference on Information Systems, 2023

Modeling Intra- and Inter-community Information for Route and Time Prediction in Last-mile Delivery.

Yuting Qiang, Haomin Wen, Lixia Wu, Xiaowei Mao, Fan Wu, Huaiyu Wan, Haoyuan Hu

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

M²G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint Prediction.

Tianyue Cai, Huaiyu Wan, Fan Wu, Haomin Wen, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

GMDNet: A Graph-Based Mixture Density Network for Estimating Packages' Multimodal Travel Time Distribution.

Xiaowei Mao, Huaiyu Wan, Haomin Wen, Fan Wu, Jianbin Zheng, Yuting Qiang, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

DeepRoute+: Modeling Couriers' Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction.

Haomin Wen, Youfang Lin, Huaiyu Wan, Shengnan Guo, Fan Wu, Lixia Wu, Chao Song, Yinghui Xu

ACM Trans. Intell. Syst. Technol., 2022

COVID-19 and E-Commerce Operations: Evidence from Alibaba.

Brian Rongqing Han, Tianshu Sun, Leon Yang Chu, Lixia Wu

Manuf. Serv. Oper. Manag., 2022

Moderating role of enterprise social media use in work engagement.

Yuan Sun, Lixia Wu, Anand Jeyaraj

Inf. Process. Manag., 2022

AdaptDHM: Adaptive Distribution Hierarchical Model for Multi-Domain CTR Prediction.

Jinyun Li, Huiwen Zheng, Yuanlin Liu, Minfang Lu, Lixia Wu, Haoyuan Hu

CoRR, 2022

An end-to-end predict-then-optimize clustering method for intelligent assignment problems in express systems.

Jinlei Zhang, Ergang Shan, Lixia Wu, Lixing Yang, Ziyou Gao, Haoyuan Hu

CoRR, 2022

Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction.

Haomin Wen, Youfang Lin, Xiaowei Mao, Fan Wu, Yiji Zhao, Haochen Wang, Jianbin Zheng, Lixia Wu, Haoyuan Hu, Huaiyu Wan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Package Pick-up Route Prediction via Modeling Couriers' Spatial-Temporal Behaviors.

Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Shengnan Guo, Lixia Wu, Chao Song, Yinghui Xu

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Dec-SGTS: Decentralized Sub-Goal Tree Search for Multi-Agent Coordination.

Minglong Li, Zhongxuan Cai, Wenjing Yang, Lixia Wu, Yinghui Xu, Ji Wang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Enterprise Social Software Platforms and Team Improvisation.

Yuan Sun, Lixia Wu, Rui Chen, Kuikui Lin, Rong-An Shang

Int. J. Electron. Commer., 2020

Learning a Contextual and Topological Representation of Areas-of-Interest for On-Demand Delivery Application.

Mingxuan Yue, Tianshu Sun, Fan Wu, Lixia Wu, Yinghui Xu, Cyrus Shahabi

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Commercializing the Package Flow: Cross-sampling Physical Products Through E-commerce Warehouses.

Brian Rongqing Han, Leon Yang Chu, Tianshu Sun, Lixia Wu

Proceedings of the 41st International Conference on Information Systems, 2020

2019

Connecting Customers and Merchants Offline: Experimental Evidence from the Commercialization of Last-Mile Pickup Stations at Alibaba.

Brian Rongqing Han, Lixia Wu, Tianshu Sun, Leon Yang Chu, Yinghui Xu

Proceedings of the 40th International Conference on Information Systems, 2019

DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System.

Fan Wu, Lixia Wu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2015

Grey relational analysis based cross-layer caching for content centric networking.

Lixia Wu, Tiankui Zhang, Xiaogeng Xu, Zhimin Zeng, Yinlong Liu

Proceedings of the 2015 IEEE/CIC International Conference on Communications in China, 2015

2011

Granulation-based symbolic representation of time series and semi-supervised classification.

Jun Meng, Lixia Wu, Xiukun Wang, Tsauyoung Lin

Comput. Math. Appl., 2011