Scholar
Songlei Jian
Google Scholar ID: 5O6bAuwAAAAJ
NUDT
Citations & Impact
Citations
1,141
H-index
19
i10-index
27
Publications
20
Co-authors
4
list available
Publications
Resume (English only)
Academic Achievements
- Published over 30 high-quality papers in premier venues including AAAI, ICML, The ACM Web Conference, IJCAI, CIKM, IEEE TKDE, and Computer & Security
- Served as PC member for more than 10 top international conferences such as AAAI and IJCAI
- Reviewer for over 10 prestigious journals including IEEE TPAMI, IEEE TKDE, IEEE TNNLS, and IPM
- Paper on jailbreak attack accepted by EMNLP 2025
- Paper on few-shot anomaly detection accepted by CIKM 2025
- Paper on backdoor defense accepted by ACL 2025
- Multiple papers published on CNN inference optimization and memory management on CPUs
- Paper on unsupervised time series anomaly detection accepted by TKDE, with source code released
- Paper accepted by ICASSP 2024 selected as Best Student Paper
- Papers on multimodal fake news detection and semi-supervised anomaly detection accepted by Information Processing & Management
- Paper on log anomaly detection accepted by ISSRE 2023
- Paper on unsupervised anomaly detection accepted by ICML 2023
- Paper on multimodal fake news detection accepted by ICASSP 2023
- Papers on unsupervised network intrusion detection and representation learning-based intrusion detection system accepted by Computer & Security
- Paper on graph pooling accepted by CIKM 2022
- Papers on graph representation and categorical data representation accepted by TKDE
- Paper on representation learning for heterogeneous domains accepted by AAAI 2020
- Two papers on network representation and recommender systems accepted by AAAI 2019
- Paper on few-shot learning accepted by CVPR 2021
- Paper on outlier interpretation accepted by WWW 2021
- Presented tutorial at PAKDD 2018 in Melbourne, Australia
