Publications

Xiaolin Chen, Xuemeng Song, Wenhao Shi, Xianjing Han, Mong-Li Lee, and Wynne Hsu. ArtECulture: Benchmarking Culture-Conditioned Visual Emotion Understanding in Multimodal Large Language Models. arXiv 2026, 2026.

Xiaolin Chen, Xuemeng Song, Haokun Wen, Weili Guan, Xiangyu Zhao, and Liqiang Nie. Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems. ACM TOIS 2026, 2026.

Federico Becattini, Xiaolin Chen, Andrea Puccia, Haokun Wen, Xuemeng Song, Liqiang Nie, and Alberto Del Bimbo. Interactive Garment Recommendation with User in the Loop. ACM TOMM 2025, 2025.

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

Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, and Tat-Seng Chua. Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval. ACM SIGIR 2024, 2024.

Xiaolin Chen, Xuemeng Song, Liqiang Jing, Shuo Li, Linmei Hu, and Liqiang Nie. Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model. ACM TOIS 2023, 2023.

Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, and Tat-Seng Chua. Dual Semantic Knowledge Composed Multimodal Dialog Systems. ACM SIGIR 2023, 2023.

Zhenyang Li, Yangyang Guo, Ke-Jyun Wang, Xiaolin Chen, Liqiang Nie, and Mohan Kankanhalli. Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR. ACM MM 2023, 2023.

Xuemeng Song, Shi-Ting Fang, Xiaolin Chen, Yinwei Wei, Zhongzhou Zhao, and Liqiang Nie. Modality-Oriented Graph Learning Toward Outfit Compatibility Modeling. IEEE TMM 2023, 2023.

Yang Qiao, Liqiang Jing, Xuemeng Song, Xiaolin Chen, Lei Zhu, and Liqiang Nie. Mutual-enhanced Incongruity Learning Network for Multi-modal Sarcasm Detection. AAAI 2023, 2023.

Xiaolin Chen, Xuemeng Song, Guozhen Peng, Shanshan Feng, and Liqiang Nie. Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage. ACM SIGIR 2021, 2021.

Xiaolin Chen, Xuemeng Song, Siwei Cui, Tian Gan, Zhiyong Cheng, and Liqiang Nie. User Identity Linkage Across Social Media via Attentive Time-Aware User Modeling. IEEE TMM 2021, 2021.

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