Publications

Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems

Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems

Xiaolin Chen, Xuemeng Song, Haokun Wen, Weili Guan, Xiangyu Zhao, Liqiang Nie

arXiv preprint arXiv:2509.07817 2025

Interactive Garment Recommendation with User in the Loop

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 2025

Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling

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 2024

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Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval

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

Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval 2024

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Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model

Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model

Xiaolin Chen, Xuemeng Song, Liqiang Jing, Shuo Li, Linmei Hu, Liqiang Nie

ACM Transactions on Information Systems 2023

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Dual Semantic Knowledge Composed Multimodal Dialog Systems

Dual Semantic Knowledge Composed Multimodal Dialog Systems

Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, Tat-Seng Chua

Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval 2023

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Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR

Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR

Zhenyang Li, Yangyang Guo, Ke-Jyun Wang, Xiaolin Chen, Liqiang Nie, Mohan Kankanhalli

Proceedings of the ACM International Conference on Multimedia 2023

Mutual-enhanced incongruity learning network for multi-modal sarcasm detection

Mutual-enhanced incongruity learning network for multi-modal sarcasm detection

Yang Qiao, Liqiang Jing, Xuemeng Song, Xiaolin Chen, Lei Zhu, Liqiang Nie

Proceedings of the AAAI Conference on Artificial Intelligence 2023

Modality-Oriented Graph Learning Toward Outfit Compatibility Modeling

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 2023

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Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage

Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage

Xiaolin Chen, Xuemeng Song, Guozhen Peng, Shanshan Feng, Liqiang Nie

Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval 2021

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User Identity Linkage Across Social Media via Attentive Time-Aware User Modeling

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 2021

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Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning

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 2020

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