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ORCIDLixia Wu
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2020 – today
- 2024
[j8]Brian Rongqing Han, Tianshu Sun, Leon Yang Chu, Lixia Wu:
Connecting Customers and Merchants Offline: Experimental Evidence from the Commercialization of Last-mile Stations at Alibaba. MIS Q. 48(3): 1157-1192 (2024)- [j7]Jinlei Zhang
, Ergang Shan, Lixia Wu, Jiateng Yin, Lixing Yang, Ziyou Gao:
An End-to-End Predict-Then-Optimize Clustering Method for Stochastic Assignment Problems. IEEE Trans. Intell. Transp. Syst. 25(9): 12605-12620 (2024) - [c16]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: 5991-6002 - [i9]Peng Li, Lixia Wu, Chaoqun Feng, Haoyuan Hu, Lei Fu, Jieping Ye:
Differentiation of Multi-objective Data-driven Decision Pipeline. CoRR abs/2406.00779 (2024) - [i8]Lixia Wu, Peng Li, Junhong Lou, Lei Fu:
DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL. CoRR abs/2409.15985 (2024) - 2023
- [j6]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): 50:1-50:22 (2023) - [j5]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): 13787-13800 (2023) - [c15]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: 4561-4568 - [c14]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: 3106-3112 - [c13]Tianyue Cai, Huaiyu Wan, Fan Wu, Haomin Wen, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin:
M2G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint Prediction. ICDE 2023: 3296-3308 - [c12]Lixia Wu, Peng Li, Brian Rongqing Han, Meng Li, Yanan Zhang:
Value of Autonomous Last-mile Delivery: Evidence from Alibaba. ICIS 2023 - [c11]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: 4628-4637 - [c10]Jinyun Li, Huiwen Zheng, Yuanlin Liu, Minfang Lu, Lixia Wu, Haoyuan Hu:
ADL: Adaptive Distribution Learning Framework for Multi-Scenario CTR Prediction. SIGIR 2023: 1786-1790 - [i7]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 abs/2304.01559 (2023) - [i6]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 abs/2306.10675 (2023) - [i5]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 abs/2307.16246 (2023) - [i4]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 abs/2309.01194 (2023) - [i3]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 abs/2310.15492 (2023) - 2022
- [j4]Yuan Sun, Lixia Wu, Anand Jeyaraj:
Moderating role of enterprise social media use in work engagement. Inf. Process. Manag. 59(1): 102793 (2022) - [j3]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): 1388-1405 (2022) - [j2]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): 24:1-24:23 (2022) - [c9]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: 4143-4152 - [i2]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 abs/2202.10937 (2022) - [i1]Jinyun Li, Huiwen Zheng, Yuanlin Liu, Minfang Lu, Lixia Wu, Haoyuan Hu:
AdaptDHM: Adaptive Distribution Hierarchical Model for Multi-Domain CTR Prediction. CoRR abs/2211.12105 (2022) - 2021
- [c8]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: 11282-11289 - [c7]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: 2141-2146 - [c6]Brian Rongqing Han, Tianshu Sun, Leon Yang Chu, Lixia Wu:
COVID-19 and E-commerce Operations: Evidence from Alibaba. ICIS 2021 - 2020
- [j1]Yuan Sun, Lixia Wu, Rui Chen, Kuikui Lin, Rong-An Shang:
Enterprise Social Software Platforms and Team Improvisation. Int. J. Electron. Commer. 24(3): 366-390 (2020) - [c5]Brian Rongqing Han, Leon Yang Chu, Tianshu Sun, Lixia Wu:
Commercializing the Package Flow: Cross-sampling Physical Products Through E-commerce Warehouses. ICIS 2020 - [c4]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: 52-68
2010 – 2019
- 2019
- [c3]Fan Wu, Lixia Wu:
DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System. AAAI 2019: 774-781 - [c2]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 - 2015
- [c1]Lixia Wu, Tiankui Zhang, Xiaogeng Xu, Zhimin Zeng, Yinlong Liu:
Grey relational analysis based cross-layer caching for content centric networking. ICCC 2015: 1-6
Coauthor Index
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