Research
My research interests include artificial intelligence and deep learning,
intelligent software engineering, educational
information technology, and multimodal human-computer interaction.
|
News
[Top]
Join our lab and code your future! 欢迎有兴趣在北京工业大学 (双一流&211工程) 计算机学院攻读硕士研究生的同学联系我.
[Top][2025.07]
Call for Paper: Applied Sciences (JCR Q2, IF 2.5) — Special Issue
"Artificial
Intelligence Technologies for Education: Advancements, Challenges, and
Impacts, 2nd Edition". Deadline: 31 March 2026.
[2025.06] One co-authored
paper on EEG-based emotion recognition accepted by 2025 IEEE International
Conference on Systems, Man, and Cybernetics (SMC).
[2025.03] One corresponding-authored
paper on power cable detection accepted by 2025 IEEE 6th International
Seminar on Artificial Intelligence, Networking and Information Technology
(AINIT).
[2025.03] One co-authored
paper on student performance prediction accepted by Scientific Reports.
[2025.01] One co-authored
paper on few-shot learning accepted by Pattern Recognition.
[2025.01] Awarded the Beijing Natural
Science Foundation.
[2024.11] One co-authored
paper on multi label text classification accepted by Scientific Reports.
[2024.10] One co-authored
paper on automatic text summarization accepted by CCF Transactions on
Pervasive
Computing and Interaction.
[2024.09] 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] One co-authored paper on
reinforcement learning and graph neural network accepted by ICDE
2024.
[2023.12] Awarded funding from 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 Paper: Applied Sciences (JCR Q1, IF 2.5) — Special Issue
"Artificial
Intelligence Technologies for Education: Advancements, Challenges, and
Impacts". Deadline: 30 June 2025.
[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] Received the 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 Reports.
[2022.03] One first-authored paper
on
deep knowledge tracing accepted by Scientific Reports.
More...
|
Students
- Master Students
-
2025: Jiayan Ma, Jiawei Wu, Xiao Li
-
2024: Yongbin Wang (1 paper under review in
Scientific Reports), Rongqi Cao† (1 paper under review
in IEEE JBHI)
-
2023: Shuang Niu† (1 paper under review in IEEE TNNLS)
- Alumni
-
Chenlong Zhang†, Master, 09/22 - 06/25, Graduation
Destination: China Telecom Research Institute
- Zaitian Wang†, Master, 09/22 - 06/25, Graduation
Destination: Agricultural Bank of China
-
Lexin Yang, Undergraduate, 03/24 - 06/25, Graduation
Destination: Master@University of Pennsylvania
-
Shuyi Sun, Undergraduate, 03/24 - 06/25, Graduation
Destination: Master@University of Pennsylvania
-
Ziteng Zhang, Undergraduate, 03/24 - 06/25, Graduation
Destination: Master@Nanyang Technological University
-
Zelong Li, Undergraduate, 03/24 - 06/25, Graduation
Destination: Master@Northeastern University
†: co-supervised
|
 |
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
|
 |
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
|
 |
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
|
 |
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
-
Beijing Natural Science Foundation, China, 2025.01 to 2026.12.
-
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 2025.01.
-
Open Research Fund of the State Key Lab. of Software
Development Environment, China, 2022.11 to 2023.10.
|
Services
-
Guest Editor of Applied Sciences.
- PC/Reviewer for AAAI, IJCAI, ICCV, KDD,
DSAA, FIE.
-
Journal Reviewers of IEEE Transactions on Affective Computing,
Applied Soft Computing Journal, International
Journal
of Machine Learning and
Cybernetics, International Journal of Intelligent Networks,
Communications
and Mobile Computing, PLOS ONE, IEEE
Access.
|
Teaching
-
Design and Analysis of Algorithms, Software Requirement
Analysis and Modeling, Freshmen Seminar in Beijing University
of
Technology.
-
C Language Programming, Scientific Writing, MOOC as a
teaching assistant in Beihang University.
|
|