LightPath: Lightweight and Scalable Path Representation Learning
Author:
Affiliation:
1. Aalborg University, Aalborg, Denmark
2. East China Normal University, Shanghai, China
Funder
This work was supported in part by Independent Research Fund Denmark under agreements 8022-00246B and 8048-00038B, the VILLUM FONDEN under agreements 34328 and 40567.
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3580305.3599415
Reference43 articles.
1. Lei Jimmy Ba , Jamie Ryan Kiros, and Geoffrey E. Hinton . 2016 . Layer Normalization. CoRR , Vol. abs/ 1607 .06450 (2016). Lei Jimmy Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. 2016. Layer Normalization. CoRR, Vol. abs/1607.06450 (2016).
2. Dmitrii Babaev Nikita Ovsov Ivan Kireev Mariya Ivanova Gleb Gusev Ivan Nazarov and Alexander Tuzhilin. 2022. CoLES: Contrastive Learning for Event Sequences with Self-Supervision. In SIGMOD. 1190--1199. Dmitrii Babaev Nikita Ovsov Ivan Kireev Mariya Ivanova Gleb Gusev Ivan Nazarov and Alexander Tuzhilin. 2022. CoLES: Contrastive Learning for Event Sequences with Self-Supervision. In SIGMOD. 1190--1199.
3. David Campos , Miao Zhang , Bin Yang , Tung Kieu , Chenjuan Guo , and Christian S . Jensen . 2023 . LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation. SIGMOD ( 2023). David Campos, Miao Zhang, Bin Yang, Tung Kieu, Chenjuan Guo, and Christian S. Jensen. 2023. LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation. SIGMOD (2023).
4. Robust Road Network Representation Learning
5. Zebin Chen Xiaolin Xiao Yue-Jiao Gong Jun Fang Nan Ma Hua Chai and Zhiguang Cao. 2022. Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time of Arrival. In KDD. 2771--2779. Zebin Chen Xiaolin Xiao Yue-Jiao Gong Jun Fang Nan Ma Hua Chai and Zhiguang Cao. 2022. Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time of Arrival. In KDD. 2771--2779.
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Probing vision and language models for construction waste material recognition;Automation in Construction;2024-10
2. Multi-Faceted Route Representation Learning for Travel Time Estimation;IEEE Transactions on Intelligent Transportation Systems;2024-09
3. Routing with Massive Trajectory Data;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13
4. More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning;Proceedings of the ACM Web Conference 2024;2024-05-13
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3