Xiaowei Mao

According to our database, Xiaowei Mao authored at least 20 papers between 2021 and 2026.

Collaborative distances:

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

2026

Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference.

Xiaowei Mao, Bowen Sui, Weijie Zhang, Yawen Yang, Shengnan Guo, Shilong Zhao, Jiaqi Lin, Tingrui Wu, Youfang Lin, Huaiyu Wa

CoRR, April, 2026

RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting.

Haochen Lv, Yan Lin, Shengnan Guo, Xiaowei Mao, Hong Nie, Letian Gong, Youfang Lin, Huaiyu Wan

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation.

Xiaowei Mao, Huihu Ding, Yan Lin, Tingrui Wu, Shengnan Guo, Dazhuo Qiu, Feiling Fang, Jilin Hu, Huaiyu Wan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

G-KV: Decoding-Time KV Cache Eviction with Global Attention.

Mengqi Liao, Lu Wang, Chaoyun Zhang, Zekai Shen, Xiaowei Mao, Si Qin, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Huaiyu Wan

CoRR, December, 2025

Proactive-XLight: Proactive Traffic Signal Control With Pluggable and Reliable Traffic Prediction.

Yang Jiang, Shengnan Guo, Hanyang Chen, Xiaowei Mao, Youfang Lin, Huaiyu Wan

IEEE Trans. Mob. Comput., November, 2025

Towards An Efficient and Effective En Route Travel Time Estimation Framework.

Zekai Shen, Haitao Yuan, Xiaowei Mao, Congkang Lv, Shengnan Guo, Youfang Lin, Huaiyu Wan

Proceedings of the Database Systems for Advanced Applications, 2025

DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation.

Xiaowei Mao, Yan Lin, Shengnan Guo, Yubin Chen, Xingyu Xian, Haomin Wen, Qisen Xu, Youfang Lin, Huaiyu Wan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM.

Yiheng Huang, Xiaowei Mao, Shengnan Guo, Yubin Chen, Junfeng Shen, Tiankuo Li, Youfang Lin, Huaiyu Wan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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

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

STD-LLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with LLMs.

Yiheng Huang, Xiaowei Mao, Shengnan Guo, Yubin Chen, Youfang Lin, Huaiyu Wan

CoRR, 2024

DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data.

Hanyang Chen, Yang Jiang, Shengnan Guo, Xiaowei Mao, Youfang Lin, Huaiyu Wan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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

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

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

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

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

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

Development and Control of a CT Fluoroscopy Guided Lung Puncture Robot.

Rui He, Hao Wen, Changsheng Li, Xiangqian Chen, Xiaogang Chen, Xiaowei Mao, Xingguang Duan

Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021

Estimated Time of Arrival Prediction via Modeling the Spatial-Temporal Interactions between Links and Crosses.

Xiaowei Mao, Tianyue Cai, Wenchuang Peng, Huaiyu Wan

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021