Yu liang 梁 堉

Yu Liang (pronounced as yoo-lyahng) is currently an Assistant Professor of the College of Computer Science at Beijing University of Technology, China. He received a Ph.D. degree in 2022 from the School of Computer Science and Engineering and the Shen Yuan Honors College (an elite program), Beihang University, China, supervised by Prof. Wenjun Wu. He also received a B.Sc. degree in 2017 from Beihang University.

Email: yuliang@bjut.edu.cn | yliang@buaa.edu.cn

Google Scholar | ResearchGate | Github | 中文主页1| 中文主页2


Research

My research is focused on using AI, machine learning, and related technologies to address fundamental societal needs and challenges.


News

[2024.11] One co-authored paper on multi label text classification accepted by Scientific Report.

[2024.10] One co-authored paper on automatic text summarization accepted by CCF Transactions on Pervasive Computing and Interaction.

[2024.09] I was elected to be an Executive Member of the Technical Committee on Intelligent Robot, China Computer Federation (CCF TCIR).

[2024.07] One co-authored paper on medical image segmentation accepted by Neurocomputing.

[2024.04] One first-authored paper on EEG-based emotion classification accepted by Journal of Neural Engineering (JNE).

[2024.04] One co-authored paper on vision-fused attack accepted by IJCAI 2024.

[2024.03] One corresponding-authored paper on knowledge graph accepted by Applied Sciences.

[2023.12] I was granted permission to supervise master students. 欢迎有兴趣在北京工业大学攻读-085405电子信息/软件工程-专业学位硕士研究生的同学联系我!

[2023.12] One co-authored paper on reinforcement learning and graph neural network accepted by ICDE 2024.

[2023.12] Funded by the Science and Technology Project of the State Grid Corporation of China (SGCC).

[2023.11] One corresponding-authored and one co-authored papers on smart education accepted by Applied Sciences.

[2023.09] One corresponding-authored paper on educational knowledge graph accepted by 2023 IEEE Frontiers in Education Conference (FIE).

[2023.07]Call for Papers: Join us as we explore the latest advancements, tackle challenges, and analyze the far-reaching impacts of Artificial Intelligence Technologies for Education in our Special Issue.

[2023.06] One co-authored paper on IoT and edge computing accepted by the IEEE 48th Conference on Local Computer Networks (LCN).

[2023.04] Awarded the Beijing Postdoctoral Research Foundation.

[2023.02] One corresponding-authored paper on graph transformer accepted by AAAI 2023.

[2022.11] Awarded the Open Research Fund of the State Key Lab. of Software Development Environment.

[2022.11] One co-authored paper on peer grading accepted by IEEE Transactions on Learning Technologies.

[2022.11] I received my Ph.D degree with a certificate of honor from Beihang University.

[2022.10] One co-authored paper on interpretable deep knowledge tracing accepted by Scientific Report.

[2022.03] One first-authored paper on deep knowledge tracing accepted by Scientific Report.


Selected Publications

You can find the full list on Google Scholar.

USENIX2023

FetchEEG: a hybrid approach combining feature extraction and temporal-channel joint attention for EEG-based emotion classification
Yu Liang, Chenlong Zhang, Shan An, et al.

Accepted by Journal of Neural Engineering
pdf | code

USENIX2023

CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning
Tianhao Peng, Yu Liang*, Wenjun Wu, et al.

Accepted by AAAI 2023
pdf | code

USENIX2023

HELP-DKT: An Interpretable Cognitive Model of How Students Learn Programming Based on Deep Knowledge Tracing
Yu Liang, Tianhao Peng, Yanjun Pu, et al.

Accepted by Scientific Report
pdf | code

USENIX2023

Peer Grading Eliciting Truthfulness Based on Autograder
Yong Han, Wenjun Wu, Yu Liang, et al.

Accepted by IEEE Transactions on Learning Technologies
pdf


Fundings and Projects

  • Science and Technology Project of the State Grid Corporation of China (SGCC), China, 2023.12 to 2025.12.
  • Beijing Postdoctoral Research Foundation, China, 2023.05 to 2024.11.
  • Open Research Fund of the State Key Lab. of Software Development Environment, China, 2022.11 to 2023.10.


Services

  • PC/Reviewer for AAAI|IJCAL|DSAA|FIE.
  • Guest Editor of Applied Sciences.
  • Journal Reviewers of International Journal of Machine Learning and Cybernetics|Communications and Mobile Computing|PLOS ONE|IEEE Access.


Teaching

  • Design and Analysis of Algorithms|Software Requirement Analysis and Modeling|Freshmen Seminar, Beijing University of Technology.
  • C Language Programming|Scientific Writing|MOOC, Teaching Assistant, Beihang University.