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, AAAI, IEEE TKDE, and ACM TOIS.

Publications

In the Year of 2024:

pdf	Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling Xiaolin Chen, Xuemeng Song, Jianhui Zuo, Yinwei Wei, Liqiang Nie & Tat-Seng Chua ACM Transactions on Multimedia Computing, Communications and Applications (Full)   • Codes&Data

pdf	Interactive Garment Recommendation with User in the Loop Federico Becattini, Xiaolin Chen, Andrea Puccia, Haokun Wen, Xuemeng Song, Liqiang Nie & Alberto Del Bimbo ACM Transactions on Multimedia Computing, Communications and Applications (Full)

pdf	Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie & Tat-Seng Chua ACM SIGIR Conference 2024 (Full)   • Codes&Data

In the Year of 2023:

pdf	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

pdf	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

pdf	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

pdf	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

In the Year of 2021:

pdf	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

pdf	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

In the Year of 2020:

pdf	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

pdf	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

Honors

ACM SIGIR 2023 Student Travel Grant, 2023 National Scholarship, 2023 China Scholarship Council (CSC) Scholarship, 2022 Outstanding Graduate of Shandong Province, 2021 National Scholarship, 2020 Outstanding Student of Shandong Province, 2017 National Scholarship, 2016

Services

Conference PC Member    - ACM MM, ACM WSDM, ACM CIKM, AAAI, IJCAI, PRCV

Journal Reviewer    - IEEE TKDE, ACM TOIS, IEEE TCSVT, IEEE TMM, Information Science, IET Image Processing

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