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A list of papers in UTD24 journals that are related to transportation
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The following list is updated from Ye Hongbo‘s github repository. We collect a list of papers in UTD24 journals that are related to transportation for interested readers. Note that this list is not exhaustive, only caters for our own interests.
Collection of Materials related to Machine Learning
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Machine learning relevant research has been so prevalent in a recent decade, but now it seems gradually slowing down. There are so many excellent online materials to boost our study on it. Here I just list a few representatives I have learned, aiming to help those who also want to gain the basic knowledge of machine learning.
Top Transportation Researchers in the World
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On 10 October 2022, the “Updated science-wide author databases of standardized citation indicators” was published. This is publicly available database of top-cited scientists that provides standardized information on citations, h-index, co-authorship adjusted hm-index, citations to papers in different authorship positions and a composite indicator (c-score).
Transportation research journals
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The recent ranking of transportation journals by its IF in TRANSPORTATION SCIENCE & TECHNOLOGY.
Study on optimal control
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Some excellent materials for optimal control study
Some useful optimal control software
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List of Optimal Control Software
Materials for Convex optimization and classical algorithms
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Helpful materials for study on conve optimization and algorithms. Thanks to Prof. Zaiwen Wen from Peking University.
How to use Git
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publications
DANE: Domain Adaptive Network Embedding
Published in Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI), 2019
By Yizhou Zhang, Shuwen Yang, Guojie Song, and Yilun Jin
SecureBoost: A Lossless Federated Learning Framework
Published in The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML’19), in conjunction with IJCAI 2019, 2019
By Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen and Qiang Yang
Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach
Published in Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM), 2019
By Qingqing Long, Yiming Wang, Lun Du, Guojie Song, Yilun Jin and Wei Lin, Best Research Paper Runner-up Award
GraLSP: Graph Neural Networks with Local Structural Patterns
Published in The 34th AAAI Conference on Artificial Intelligence, 2020
By Yilun Jin, Guojie Song and Chuan Shi
Active Domain Transfer on Network Embedding
Published in To Appear in the 20th Web Conference (TheWebConf, formerly known as WWW), 2020
By Lichen Jin, Yizhou Zhang, Guojie Song, and Yilun Jin
EPNE: Evolutionary Pattern Preserving Network Embedding
Published in To appear in the 24th European Conference on Artificial Intelligence (ECAI), 2020
By Junshan Wang*, Yilun Jin*, Guojie Song and Xiaojun Ma
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
CIVL3610-Traffic and Transportation Engineering
Undergraduate course, Department of Civil and Environmental Engineering, HKUST, 2020
Teaching Assistant for the course CIVL3610-Traffic and Transportation Engineering, instructed by Prof. Hai Yang.
- 2020 Spring
CIVL2170-Infrastructure Systems Engineering and Management
Undergraduate course, Department of Civil and Environmental Engineering, HKUST, 2020
Teaching Assistant for the course CIVL2170-Infrastructure Systems Engineering and Management, instructed by Prof. Hai Yang.
- 2019 Spring
- 2021 Spring
CIVL5610-Urban Transportation Networks Analysis
Graduate course, Department of Civil and Environmental Engineering, 2021
Teaching Assistant for the course CIVL5610-Urban Transportation Networks Analysis,instructed by Hai Yang.
- 2021 Fall
CIVL4620-Transportation System Operations
Undergraduate course, Department of Civil and Environmental Engineering, HKUST, 2021
Teaching Assistant for the course CIVL4620-Transportation System Operations, instructed by Prof. Hai Yang.
- 2021 Fall
CIEM5620 and CIVL5620-Travel Demand Analysis
Graduate course, Department of CIvil and Environmental Engineering, HKUST, 2022
Teaching Assistant for CIEM5620-Travel Demand Analysis, instructed by Prof. Hai Yang.
- 2022 Fall
- 2021 Spring
- 2020 Fall