News
14 June 2023
Our full paper "Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model" is accepted by ACM Transactions on Information Systems (ACM TOIS).
5 April 2023
Our full paper "Dual Semantic Knowledge Composed Multimodal Dialog Systems" is accepted by ACM SIGIR 2023.
14 April 2021
Our full paper "Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage" is accepted by ACM SIGIR 2021.
22 October 2020
Our full paper "User Identity Linkage across Social Media via Attentive Time-aware User Modeling" is accepted by IEEE Transactions on Multimedia (IEEE TMM).
08 June 2020
Our full paper "Fine-grained Privacy Detection with Graph-regularized Hierarchical Attentive Representation Learning" is accepted by ACM Transactions on Information Systems (ACM TOIS).
Xiaolin Chen 陈潇琳
PHD Candidate -->
iLEARN
Email: cxlicd AT gmail.com
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Xiaolin Chen is currently a Ph.D. candidate in School of Software at Shandong University, under the Supervision of Prof. Liqiang Nie and Prof. Xuemeng Song. Her research primarily focuses on information retrieval and multimedia computing. Moreover, she has served as the invited reviewer for ACM MM conference, Neurocomputing and Information Processing and Management.
Education
Shandong University Doctor in School of Software, Sep. 2021 -- Jun. 2025(Expected) Supervisor: Prof. Liqiang Nie and Prof. Xuemeng Song |
National University of Singapore Intern Student, Nov. 2022 -- Nov. 2023 Supervisor: Prof. Tat-Seng Chua and Dr. Yinwei Wei |
Shandong University Master in School of Computer Science and Technology, Sep. 2018 -- Jun. 2021 Supervisor: Prof. Xuemeng Song and Prof. Liqiang Nie |
Publications
In the Year of 2023:Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model
Xiaolin Chen, Xuemeng Song, Liqiang Jing, Shuo Li & Liqiang Nie ACM Transactions on Information Systems (Full) • Codes&Data |
Dual Semantic Knowledge Composed Multimodal Dialog Systems
Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie & Tat-Seng Chua ACM SIGIR Conference 2023 (Full) • Codes&Data |
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR
Zhenyang Li, Yangyang Guo, Kejie Wang, Xiaolin Chen, Liqiang Nie & Mohan Kankanhalli ACM MM Conference 2023 (Full) • Codes&Data |
Mutual-enhanced Incongruity Learning Network for Multi-modal Sarcasm Detection
Yang Qiao, Liqiang Jing, Xuemeng Song, Xiaolin Chen, Lei Zhu & Liqiang Nie AAAI 2023 (Full) • Codes&Data |
Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage
Xiaolin Chen, Xuemeng Song, Guozhen Peng, Shanshan Feng & Liqiang Nie ACM SIGIR Conference 2021 (Full) • Codes&Data |
Modality-oriented Graph Learning toward Outfit Compatibility Modeling
Xuemeng Song, Shi-Ting Fang, Xiaolin Chen, Yinwei Wei, Zhongzhou Zhao & Liqiang Nie IEEE Transactions on Multimedia (Full) • Codes&Data |
User Identity Linkage across Social Media via Attentive Time-aware User Modeling
Xiaolin Chen, Xuemeng Song, Siwei Cui, Tian Gan, Zhiyong Cheng & Liqiang Nie IEEE Transactions on Multimedia (Full) • Codes&Data |
Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning
Xiaolin Chen, Xuemeng Song, Ruiyang Ren, Lei Zhu, Zhiyong Cheng & Liqiang Nie ACM Transactions on Information Systems (Full) • Codes&Data |
Patent
A privacy leakage detection method and device on social media zl201910406849.1
- Xuemeng Song, Xiaolin Chen, Ruiyang Ren, Teng Sun, Peiguang Jing & Lei Wang |
Attention mechanism based user identity linkage method and system zl2019104311159
- Siwei Cui, Xuemeng Song, Xiaolin Chen, Jianhua Yin, Meng Liu & Tian Gan |
Honors
Outstanding Graduate of Shandong Province, 2021 National Scholarship, 2020 Outstanding Student of Shandong Province, 2017 National Scholarship, 2016 |
Oral in Conference
Dual Semantic Knowledge Composed Multimodal Dialog Systems
- Virtual Conference, July 23 - July 27, 2023 |
Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage
- Virtual Conference, July 11 - July 15, 2021 |
Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning
- Virtual Conference, July 11 - July 15, 2021 |