Xuemeng Song

2026

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A Comprehensive Survey on Composed Image Retrieval.
Xuemeng Song|Haoqiang Lin|Haokun Wen|Bohan Hou|Mingzhu Xu|Liqiang Nie
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1

2025

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Heterogeneous Model Knowledge Distillation via Dual Alignment for Semantic Segmentation.
Mingzhu Xu|Jing Wang|Mingcai Wang|Yiping Li|Yupeng Hu|Xuemeng Song|Weili Guan
Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025
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FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval.
Bohan Hou|Haoqiang Lin|Xuemeng Song|Haokun Wen|Meng Liu|Yupeng Hu|Xiangyu Zhao
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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Stylized Data-to-text Generation: A Case Study in the E-Commerce Domain.
Liqiang Jing|Xuemeng Song|Xuming Lin|Zhongzhou Zhao|Wei Zhou|Liqiang Nie
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
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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 (TOIS) 2024 Volume 42 Issue 2
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Breaking Through the Noisy Correspondence: A Robust Model for Image-Text Matching.
Haitao Shi|Meng Liu|Xiaoxuan Mu|Xuemeng Song|Yupeng Hu|Liqiang Nie
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
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Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval.
Haoqiang Lin|Haokun Wen|Xuemeng Song|Meng Liu|Yupeng Hu|Liqiang Nie
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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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 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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Dual Preference Distribution Learning for Item Recommendation.
Xue Dong|Xuemeng Song|Na Zheng|Yinwei Wei|Zhongzhou Zhao
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 3
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Dual Semantic Knowledge Composed Multimodal Dialog Systems.
Lorraine Goeuriot|Xiaolin Chen|Liqiang Nie|Tat-Seng Chua|Liadh Kelly|Xuemeng Song|Yinwei Wei|Liqiang Nie|Lorraine Goeuriot|Tat-Seng Chua|Liadh Kelly
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Adapting Generative Pretrained Language Model for Open-domain Multimodal Sentence Summarization.
Dengtian Lin|Liqiang Jing|Xuemeng Song|Meng Liu|Teng Sun|Liqiang Nie
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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OFAR: A Multimodal Evidence Retrieval Framework for Illegal Live-streaming Identification.
Dengtian Lin|Yang Ma|Yuhong Li|Xuemeng Song|Jianlong Wu|Liqiang Nie
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

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Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning.
Weili Guan|Fangkai Jiao|Xuemeng Song|Haokun Wen|Chung-Hsing Yeh|Xiaojun Chang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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V2P: Vision-to-Prompt based Multi-Modal Product Summary Generation.
Xuemeng Song|Liqiang Jing|Dengtian Lin|Zhongzhou Zhao|Haiqing Chen|Liqiang Nie
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage.
Xiaolin Chen|Xuemeng Song|Guozhen Peng|Shanshan Feng|Liqiang Nie
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
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Multimodal Activation: Awakening Dialog Robots without Wake Words.
Liqiang Nie|Mengzhao Jia|Xuemeng Song|Ganglu Wu|Harry Cheng|Jian Gu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
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Comprehensive Linguistic-Visual Composition Network for Image Retrieval.
Haokun Wen|Xuemeng Song|Xin Yang|Yibing Zhan|Liqiang Nie
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Large-Scale Question Tagging via Joint Question-Topic Embedding Learning.
Liqiang Nie|Yongqi Li|Fuli Feng|Xuemeng Song|Meng Wang|Yinglong Wang
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 2
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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 (TOIS) 2020 Volume 38 Issue 4
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Fashion Compatibility Modeling through a Multi-modal Try-on-guided Scheme.
Xue Dong|Jianlong Wu|Xuemeng Song|Hongjun Dai|Liqiang Nie
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
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Generative Attribute Manipulation Scheme for Flexible Fashion Search.
Xin Yang|Xuemeng Song|Xianjing Han|Haokun Wen|Jie Nie|Liqiang Nie
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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User Attention-guided Multimodal Dialog Systems.
Chen Cui|Wenjie Wang|Xuemeng Song|Minlie Huang|Xin-Shun Xu|Liqiang Nie
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
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Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching.
Xianjing Han|Xuemeng Song|Jianhua Yin|Yinglong Wang|Liqiang Nie
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
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Supervised Hierarchical Cross-Modal Hashing.
Changchang Sun|Xuemeng Song|Fuli Feng|Wayne Xin Zhao|Hao Zhang|Liqiang Nie
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.

2018

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Neural Compatibility Modeling with Attentive Knowledge Distillation.
Xuemeng Song|Fuli Feng|Xianjing Han|Xin Yang|Wei Liu|Liqiang Nie
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
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A Personal Privacy Preserving Framework: I Let You Know Who Can See What.
Xuemeng Song|Xiang Wang|Liqiang Nie|Xiangnan He|Zhumin Chen|Wei Liu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

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Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency.
Xiang Wang|Liqiang Nie|Xuemeng Song|Dongxiang Zhang|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2017 Volume 36 Issue 1

2016

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Volunteerism Tendency Prediction via Harvesting Multiple Social Networks.
Xuemeng Song|Zhaoyan Ming|Liqiang Nie|Yi-Liang Zhao|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2016 Volume 34 Issue 2

2015

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Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction.
Xuemeng Song|Liqiang Nie|Luming Zhang|Mohammad Akbari|Tat-Seng Chua
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

2014

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Enrichment of user profiles across multiple online social networks for volunteerism matching for social enterprise.
Xuemeng Song
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014