Xuemeng Song

According to our database, Xuemeng Song authored at least 112 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Similarity-Induced Weighted Consensus Laplacian Matrix Learning for Multiview Clustering.

Hui Liu, Xiao Yu, Yuxiu Lin, Xuemeng Song, Liqiang Nie

IEEE Trans. Syst. Man Cybern. Syst., October, 2024

Harnessing Representative Spatial-Temporal Information for Video Question Answering.

Yuanyuan Wang, Meng Liu, Xuemeng Song, Liqiang Nie

ACM Trans. Multim. Comput. Commun. Appl., October, 2024

Universal Relocalizer for Weakly Supervised Referring Expression Grounding.

Panpan Zhang, Meng Liu, Xuemeng Song, Da Cao, Zan Gao, Liqiang Nie

ACM Trans. Multim. Comput. Commun. Appl., July, 2024

Query-Oriented Micro-Video Summarization.

Mengzhao Jia, Yinwei Wei, Xuemeng Song, Teng Sun, Min Zhang, Liqiang Nie

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Self-Training Boosted Multi-Factor Matching Network for Composed Image Retrieval.

Haokun Wen, Xuemeng Song, Jianhua Yin, Jianlong Wu, Weili Guan, Liqiang Nie

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

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

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

ACM Trans. Inf. Syst., March, 2024

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 Trans. Inf. Syst., January, 2024

TryonCM2: Try-on-Enhanced Fashion Compatibility Modeling Framework.

Xue Dong, Xuemeng Song, Na Zheng, Jianlong Wu, Hongjun Dai, Liqiang Nie

IEEE Trans. Neural Networks Learn. Syst., January, 2024

Prompt-based and weak-modality enhanced multimodal recommendation.

Xue Dong, Xuemeng Song, Minghui Tian, Linmei Hu

Inf. Fusion, January, 2024

Muti-Modal Emotion Recognition via Hierarchical Knowledge Distillation.

Teng Sun, Yinwei Wei, Juntong Ni, Zixin Liu, Xuemeng Song, Yaowei Wang, Liqiang Nie

IEEE Trans. Multim., 2024

Unifying heterogeneous and homogeneous relations for personalized compatibility modeling.

Jinhuan Liu, Lei Hou, Xu Yu, Xuemeng Song, Zhaochun Ren

Knowl. Based Syst., 2024

Multimodal matching-aware co-attention networks with mutual knowledge distillation for fake news detection.

Linmei Hu, Ziwang Zhao, Weijian Qi, Xuemeng Song, Liqiang Nie

Inf. Sci., 2024

Vision-guided and Mask-enhanced Adaptive Denoising for Prompt-based Image Editing.

Kejie Wang, Xuemeng Song, Meng Liu, Weili Guan, Liqiang Nie

CoRR, 2024

Pseudo-triplet Guided Few-shot Composed Image Retrieval.

Bohan Hou, Haoqiang Lin, Haokun Wen, Meng Liu, Xuemeng Song

CoRR, 2024

MMGRec: Multimodal Generative Recommendation with Transformer Model.

Han Liu, Yinwei Wei, Xuemeng Song, Weili Guan, Yuan-Fang Li, Liqiang Nie

CoRR, 2024

Interactive Garment Recommendation with User in the Loop.

Federico Becattini, Xiaolin Chen, Andrea Puccia, Haokun Wen, Xuemeng Song, Liqiang Nie, Alberto Del Bimbo

CoRR, 2024

Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue.

Kun Ouyang, Liqiang Jing, Xuemeng Song, Meng Liu, Yupeng Hu, Liqiang Nie

CoRR, 2024

Prompt-based Multi-interest Learning Method for Sequential Recommendation.

Xue Dong, Xuemeng Song, Tongliang Liu, Weili Guan

CoRR, 2024

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, 2024

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, 2024

Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering.

Haoyu Zhang, Meng Liu, Zixin Liu, Xuemeng Song, Yaowei Wang, Liqiang Nie

Proceedings of the Forty-first International Conference on Machine Learning, 2024

VK-G2T: Vision and Context Knowledge Enhanced Gloss2text.

Liqiang Jing, Xuemeng Song, Xinxing Zu, Na Zheng, Zhongzhou Zhao, Liqiang Nie

Proceedings of the IEEE International Conference on Acoustics, 2024

Exploiting the Social-Like Prior in Transformer for Visual Reasoning.

Yudong Han, Yupeng Hu, Xuemeng Song, Haoyu Tang, Mingzhu Xu, Liqiang Nie

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Dual Consistency-Enhanced Semi-Supervised Sentiment Analysis Towards COVID-19 Tweets.

Teng Sun, Liqiang Jing, Yinwei Wei, Xuemeng Song, Zhiyong Cheng, Liqiang Nie

IEEE Trans. Knowl. Data Eng., December, 2023

MM-FRec: Multi-Modal Enhanced Fashion Item Recommendation.

Xuemeng Song, Chun Wang, Changchang Sun, Shanshan Feng, Min Zhou, Liqiang Nie

IEEE Trans. Knowl. Data Eng., October, 2023

ROLE: Rotated Lorentzian Graph Embedding Model for Asymmetric Proximity.

Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Xuemeng Song, Shuo Shang, Panos Kalnis, Ling Shao

IEEE Trans. Knowl. Data Eng., September, 2023

Egocentric Early Action Prediction via Multimodal Transformer-Based Dual Action Prediction.

Weili Guan, Xuemeng Song, Kejie Wang, Haokun Wen, Hongda Ni, Yaowei Wang, Xiaojun Chang

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Vision Enhanced Generative Pre-trained Language Model for Multimodal Sentence Summarization.

Liqiang Jing, Yiren Li, Junhao Xu, Yongcan Yu, Pei Shen, Xuemeng Song

Mach. Intell. Res., April, 2023

Egocentric Early Action Prediction via Adversarial Knowledge Distillation.

Na Zheng, Xuemeng Song, Tianyu Su, Weifeng Liu, Yan Yan, Liqiang Nie

ACM Trans. Multim. Comput. Commun. Appl., 2023

Dual Preference Distribution Learning for Item Recommendation.

Xue Dong, Xuemeng Song, Na Zheng, Yinwei Wei, Zhongzhou Zhao

ACM Trans. Inf. Syst., 2023

DualGNN: Dual Graph Neural Network for Multimedia Recommendation.

Qifan Wang, Yinwei Wei, Jianhua Yin, Jianlong Wu, Xuemeng Song, Liqiang Nie

IEEE Trans. Multim., 2023

Modality-Oriented Graph Learning Toward Outfit Compatibility Modeling.

Xuemeng Song, Shi-Ting Fang, Xiaolin Chen, Yinwei Wei, Zhongzhou Zhao, Liqiang Nie

IEEE Trans. Multim., 2023

DBiased-P: Dual-Biased Predicate Predictor for Unbiased Scene Graph Generation.

Xianjing Han, Xuemeng Song, Xingning Dong, Yinwei Wei, Meng Liu, Liqiang Nie

IEEE Trans. Multim., 2023

Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection.

Dan Shi, Lei Zhu, Xiao Dong, Xuemeng Song, Jingjing Li, Zhiyong Cheng

ACM Trans. Knowl. Discov. Data, 2023

Preface to the Special Issue on Multimodal Learning Integrated with Pre-training Techniques.

Xuemeng Song, Liqiang Nie, Hengtao Shen, Qi Tian, Hua Huang

Int. J. Softw. Informatics, 2023

Self-Training Boosted Multi-Faceted Matching Network for Composed Image Retrieval.

Haokun Wen, Xuemeng Song, Jianhua Yin, Jianlong Wu, Weili Guan, Liqiang Nie

CoRR, 2023

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, 2023

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, 2023

Dual Semantic Knowledge Composed Multimodal Dialog Systems.

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

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Target-Guided Composed Image Retrieval.

Haokun Wen, Xian Zhang, Xuemeng Song, Yinwei Wei, Liqiang Nie

Proceedings of the 31st ACM International Conference on Multimedia, 2023

CLIP-Based Composed Image Retrieval with Comprehensive Fusion and Data Augmentation.

Haoqiang Lin, Haokun Wen, Xiaolin Chen, Xuemeng Song

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation.

Liqiang Jing, Xuemeng Song, Kun Ouyang, Mengzhao Jia, Liqiang Nie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

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 Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Response Generation by Jointly Modeling Personalized Linguistic Styles and Emotions.

Teng Sun, Chun Wang, Xuemeng Song, Fuli Feng, Liqiang Nie

ACM Trans. Multim. Comput. Commun. Appl., 2022

Answer Questions with Right Image Regions: A Visual Attention Regularization Approach.

Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie, Min Zhang

ACM Trans. Multim. Comput. Commun. Appl., 2022

Partially Supervised Compatibility Modeling.

Weili Guan, Haokun Wen, Xuemeng Song, Chun Wang, Chung-Hsing Yeh, Xiaojun Chang, Liqiang Nie

IEEE Trans. Image Process., 2022

Divide-and-Conquer Predictor for Unbiased Scene Graph Generation.

Xianjing Han, Xingning Dong, Xuemeng Song, Tian Gan, Yibing Zhan, Yan Yan, Liqiang Nie

IEEE Trans. Circuits Syst. Video Technol., 2022

MMNet: Multi-modal Fusion with Mutual Learning Network for Fake News Detection.

Linmei Hu, Ziwang Zhao, Xinkai Ge, Xuemeng Song, Liqiang Nie

CoRR, 2022

Dual Preference Distribution Learning for Item Recommendation.

Xue Dong, Xuemeng Song, Na Zheng, Yinwei Wei, Zhongzhou Zhao, Hongjun Dai

CoRR, 2022

V2P: Vision-to-Prompt based Multi-Modal Product Summary Generation.

Xuemeng Song, Liqiang Jing, Dengtian Lin, Zhongzhou Zhao, Haiqing Chen, Liqiang Nie

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning.

Weili Guan, Fangkai Jiao, Xuemeng Song, Haokun Wen, Chung-Hsing Yeh, Xiaojun Chang

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis.

Teng Sun, Wenjie Wang, Liqiang Jing, Yiran Cui, Xuemeng Song, Liqiang Nie

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

MCFR'22: 1st Workshop on Multimedia Computing towards Fashion Recommendation.

Xuemeng Song, Jingjing Chen, Federico Becattini, Weili Guan, Yibing Zhan, Tat-Seng Chua

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation.

Weili Guan, Xuemeng Song, Haoyu Zhang, Meng Liu, Chung-Hsing Yeh, Xiaojun Chang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

CI-OCM: Counterfactural Inference towards Unbiased Outfit Compatibility Modeling.

Liqiang Jing, Minghui Tian, Xiaolin Chen, Teng Sun, Weili Guan, Xuemeng Song

Proceedings of the MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, 2022

Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation.

Xingning Dong, Tian Gan, Xuemeng Song, Jianlong Wu, Yuan Cheng, Liqiang Nie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning.

Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Attribute-wise Explainable Fashion Compatibility Modeling.

Xin Yang, Xuemeng Song, Fuli Feng, Haokun Wen, Ling-Yu Duan, Liqiang Nie

ACM Trans. Multim. Comput. Commun. Appl., 2021

Market2Dish: Health-aware Food Recommendation.

Wenjie Wang, Ling-Yu Duan, Hao Jiang, Peiguang Jing, Xuemeng Song, Liqiang Nie

ACM Trans. Multim. Comput. Commun. Appl., 2021

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 Trans. Multim., 2021

Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos.

Zongmeng Zhang, Xianjing Han, Xuemeng Song, Yan Yan, Liqiang Nie

IEEE Trans. Image Process., 2021

Cooperation Learning From Multiple Social Networks: Consistent and Complementary Perspectives.

Weili Guan, Xuemeng Song, Tian Gan, Junyu Lin, Xiaojun Chang, Liqiang Nie

IEEE Trans. Cybern., 2021

PaintNet: A shape-constrained generative framework for generating clothing from fashion model.

Junyu Lin, Xuemeng Song, Tian Gan, Yiyang Yao, Weifeng Liu, Liqiang Nie

Multim. Tools Appl., 2021

Answer Questions with Right Image Regions: A Visual Attention Regularization Approach.

Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie

CoRR, 2021

Comprehensive Linguistic-Visual Composition Network for Image Retrieval.

Haokun Wen, Xuemeng Song, Xin Yang, Yibing Zhan, Liqiang Nie

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Multimodal Activation: Awakening Dialog Robots without Wake Words.

Liqiang Nie, Mengzhao Jia, Xuemeng Song, Ganglu Wu, Harry Cheng, Jian Gu

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage.

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

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Hierarchical Deep Residual Reasoning for Temporal Moment Localization.

Ziyang Ma, Xianjing Han, Xuemeng Song, Yiran Cui, Liqiang Nie

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

PLM-IPE: A Pixel-Landmark Mutual Enhanced Framework for Implicit Preference Estimation.

Federico Becattini, Xuemeng Song, Claudio Baecchi, Shi-Ting Fang, Claudio Ferrari, Liqiang Nie, Alberto Del Bimbo

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Collocation and Try-on Network: Whether an Outfit is Compatible.

Na Zheng, Xuemeng Song, Qingying Niu, Xue Dong, Yibing Zhan, Liqiang Nie

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Complementary Factorization towards Outfit Compatibility Modeling.

Tianyu Su, Xuemeng Song, Na Zheng, Weili Guan, Yan Li, Liqiang Nie

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multimodal Compatibility Modeling via Exploring the Consistent and Complementary Correlations.

Weili Guan, Haokun Wen, Xuemeng Song, Chung-Hsing Yeh, Xiaojun Chang, Liqiang Nie

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

An End-to-End Attention-Based Neural Model for Complementary Clothing Matching.

Jinhuan Liu, Xuemeng Song, Liqiang Nie, Tian Gan, Jun Ma

ACM Trans. Multim. Comput. Commun. Appl., 2020

Large-Scale Question Tagging via Joint Question-Topic Embedding Learning.

Liqiang Nie, Yongqi Li, Fuli Feng, Xuemeng Song, Meng Wang, Yinglong Wang

ACM Trans. Inf. Syst., 2020

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

Xiaolin Chen, Xuemeng Song, Ruiyang Ren, Lei Zhu, Zhiyong Cheng, Liqiang Nie

ACM Trans. Inf. Syst., 2020

Neural Compatibility Modeling With Probabilistic Knowledge Distillation.

Xianjing Han, Xuemeng Song, Yiyang Yao, Xin-Shun Xu, Liqiang Nie

IEEE Trans. Image Process., 2020

MGCM: Multi-modal generative compatibility modeling for clothing matching.

Jinhuan Liu, Xuemeng Song, Zhumin Chen, Jun Ma

Neurocomputing, 2020

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, 2020

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, 2020

Auxiliary Template-Enhanced Generative Compatibility Modeling.

Jinhuan Liu, Xuemeng Song, Zhaochun Ren, Liqiang Nie, Zhaopeng Tu, Jun Ma

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Compatibility Modeling: Data and Knowledge Applications for Clothing Matching

Xuemeng Song, Liqiang Nie, Yinglong Wang

Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02321-7, 2019

Multimodal Learning toward Micro-Video Understanding

Liqiang Nie, Meng Liu, Xuemeng Song

Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02255-5, 2019

Efficient discrete latent semantic hashing for scalable cross-modal retrieval.

Xu Lu, Lei Zhu, Zhiyong Cheng, Xuemeng Song, Huaxiang Zhang

Signal Process., 2019

Neural fashion experts: I know how to make the complementary clothing matching.

Jinhuan Liu, Xuemeng Song, Zhumin Chen, Jun Ma

Neurocomputing, 2019

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, 2019

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, 2019

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, 2019

Learn to Gesture: Let Your Body Speak.

Tian Gan, Zhixin Ma, Yuxiao Lu, Xuemeng Song, Liqiang Nie

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Virtually Trying on New Clothing with Arbitrary Poses.

Na Zheng, Xuemeng Song, Zhaozheng Chen, Linmei Hu, Da Cao, Liqiang Nie

Proceedings of the 27th ACM International Conference on Multimedia, 2019

GP-BPR: Personalized Compatibility Modeling for Clothing Matching.

Xuemeng Song, Xianjing Han, Yunkai Li, Jingyuan Chen, Xin-Shun Xu, Liqiang Nie

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Seeking Micro-influencers for Brand Promotion.

Tian Gan, Shaokun Wang, Meng Liu, Xuemeng Song, Yiyang Yao, Liqiang Nie

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Personalized Capsule Wardrobe Creation with Garment and User Modeling.

Xue Dong, Xuemeng Song, Fuli Feng, Peiguang Jing, Xin-Shun Xu, Liqiang Nie

Proceedings of the 27th ACM International Conference on Multimedia, 2019

2018

Video logo removal detection based on sparse representation.

Xiao Jin, Yuting Su, Liang Zou, Chengqian Zhang, Peiguang Jing, Xuemeng Song

Multim. Tools Appl., 2018

Scalable graph based non-negative multi-view embedding for image ranking.

Shuhan Qi, Xuan Wang, Xi Zhang, Xuemeng Song, Zoe Lin Jiang

Neurocomputing, 2018

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

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Neural Compatibility Modeling with Attentive Knowledge Distillation.

Xuemeng Song, Fuli Feng, Xianjing Han, Xin Yang, Wei Liu, Liqiang Nie

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Venue Prediction for Social Images by Exploiting Rich Temporal Patterns in LBSNs.

Jingyuan Chen, Xiangnan He, Xuemeng Song, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing.

Xin Luo, Xiao-Ya Yin, Liqiang Nie, Xuemeng Song, Yongxin Wang, Xin-Shun Xu

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection.

Xiao Dong, Lei Zhu, Xuemeng Song, Jingjing Li, Zhiyong Cheng

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction.

Zhiyong Cheng, Ying Ding, Xiangnan He, Lei Zhu, Xuemeng Song, Mohan S. Kankanhalli

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency.

Xiang Wang, Liqiang Nie, Xuemeng Song, Dongxiang Zhang, Tat-Seng Chua

ACM Trans. Inf. Syst., 2017

Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease.

Liqiang Nie, Luming Zhang, Lei Meng, Xuemeng Song, Xiaojun Chang, Xuelong Li

IEEE Trans. Neural Networks Learn. Syst., 2017

Sentiment Analysis for Social Sensor.

Xiaoyu Zhu, Tian Gan, Xuemeng Song, Zhumin Chen

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

NeuroStylist: Neural Compatibility Modeling for Clothing Matching.

Xuemeng Song, Fuli Feng, Jinhuan Liu, Zekun Li, Liqiang Nie, Jun Ma

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Clothing Matching Based on Multi-modal Data.

Zekun Li, Xuemeng Song, Tian Gan, Zhumin Chen, Xiaoyu Zhu

Proceedings of the Internet Multimedia Computing and Service, 2017

2016

Learning from Multiple Social Networks

Liqiang Nie, Xuemeng Song, Tat-Seng Chua

Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02300-2, 2016

Volunteerism Tendency Prediction via Harvesting Multiple Social Networks.

Xuemeng Song, Zhaoyan Ming, Liqiang Nie, Yi-Liang Zhao, Tat-Seng Chua

ACM Trans. Inf. Syst., 2016

Micro Tells Macro: Predicting the Popularity of Micro-Videos via a Transductive Model.

Jingyuan Chen, Xuemeng Song, Liqiang Nie, Xiang Wang, Hanwang Zhang, Tat-Seng Chua

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction.

Yongpo Jia, Xuemeng Song, Jingbo Zhou, Li Liu, Liqiang Nie, David S. Rosenblum

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

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, 2015

Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning.

Xuemeng Song, Liqiang Nie, Luming Zhang, Maofu Liu, Tat-Seng Chua

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

Enrichment of user profiles across multiple online social networks for volunteerism matching for social enterprise.

Xuemeng Song

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014