Publications

Preprints

• Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems
  Xiaolin Chen, Xuemeng Song, Haokun Wen, Weili Guan, Xiangyu Zhao, and Liqiang Nie.
  ArXiv preprint. [Paper]

2024

• Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling
  Xiaolin Chen, Xuemeng Song, Jianhui Zuo, Yinwei Wei, Liqiang Nie, and Tat-Seng Chua.
  ACM ToMM 2024. [Paper] [Code]

• Interactive Garment Recommendation with User in the Loop
  Federico Becattini, Xiaolin Chen, Andrea Puccia, Haokun Wen, Xuemeng Song, Liqiang Nie, and Alberto Del Bimbo.
  ACM ToMM 2024. [Paper]

• Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval
  Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, and Tat-Seng Chua.
  In ACM SIGIR 2024 (full paper). [Paper] [Code]

2023

• Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model
  Xiaolin Chen, Xuemeng Song, Liqiang Jing, Shuo Li, and Liqiang Nie.
  ACM TOIS 2023. [Paper] [Code]

• Dual Semantic Knowledge Composed Multimodal Dialog Systems
  Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, and Tat-Seng Chua.
  In ACM SIGIR 2023 (full paper). [Paper] [Code]

• Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR
  Zhenyang Li, Yangyang Guo, Kejie Wang, Xiaolin Chen, Liqiang Nie, and Mohan Kankanhalli.
  In ACM MM 2023 (full paper). [Paper]

• Mutual-enhanced Incongruity Learning Network for Multi-modal Sarcasm Detection
  Yang Qiao, Liqiang Jing, Xuemeng Song, Xiaolin Chen, Lei Zhu, and Liqiang Nie.
  In AAAI 2023 (full paper). [Paper]

2021

• Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage
  Xiaolin Chen, Xuemeng Song, Guozhen Peng, Shanshan Feng, and Liqiang Nie.
  In ACM SIGIR 2021 (full paper). [Paper] [Code]

• Modality-oriented Graph Learning toward Outfit Compatibility Modeling
  Xuemeng Song, Shi-Ting Fang, Xiaolin Chen, Yinwei Wei, Zhongzhou Zhao, and Liqiang Nie. IEEE TMM, 2021. [Paper] [Code]

2020

• User Identity Linkage across Social Media via Attentive Time-aware User Modeling
  Xiaolin Chen, Xuemeng Song, Siwei Cui, Tian Gan, Zhiyong Cheng, and Liqiang Nie. IEEE TMM, 2020. [Paper] [Code]

• Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning
  Xiaolin Chen, Xuemeng Song, Ruiyang Ren, Lei Zhu, Zhiyong Cheng, and Liqiang Nie. ACM TOIS, 2020. [Paper] [Code]