Xuemeng Song

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 118

Top Venues

CoRR

SIGIR

ACM Multimedia

ACM Trans. Inf. Syst.

Publications

Xue Dong, Xuemeng Song, Tongliang Liu, Weili Guan
Prompt-based Multi-interest Learning Method for Sequential Recommendation. CoRR (2024)
Liqiang Jing, Xuemeng Song, Xuming Lin, Zhongzhou Zhao, Wei Zhou, Liqiang Nie
Stylized Data-to-text Generation: A Case Study in the E-Commerce Domain. ACM Trans. Inf. Syst. 42 (1) (2024)
Haoqiang Lin, Haokun Wen, Xuemeng Song, Meng Liu, Yupeng Hu, Liqiang Nie
Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval. SIGIR (2024)
Kun Ouyang, Liqiang Jing, Xuemeng Song, Meng Liu, Yupeng Hu, Liqiang Nie
Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue. CoRR (2024)
Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval. SIGIR (2024)
Linmei Hu, Ziwang Zhao, Weijian Qi, Xuemeng Song, Liqiang Nie
Multimodal matching-aware co-attention networks with mutual knowledge distillation for fake news detection. Inf. Sci. 664 (2024)
Xue Dong, Xuemeng Song, Minghui Tian, Linmei Hu
Prompt-based and weak-modality enhanced multimodal recommendation. Inf. Fusion 101 (2024)
Teng Sun, Yinwei Wei, Juntong Ni, Zixin Liu, Xuemeng Song, Yaowei Wang, Liqiang Nie
Muti-Modal Emotion Recognition via Hierarchical Knowledge Distillation. IEEE Trans. Multim. 26 (2024)
Jinhuan Liu, Lei Hou, Xu Yu, Xuemeng Song, Zhaochun Ren
Unifying heterogeneous and homogeneous relations for personalized compatibility modeling. Knowl. Based Syst. 290 (2024)
Bohan Hou, Haoqiang Lin, Haokun Wen, Meng Liu, Xuemeng Song
Pseudo-triplet Guided Few-shot Composed Image Retrieval. CoRR (2024)
Panpan Zhang, Meng Liu, Xuemeng Song, Da Cao, Zan Gao, Liqiang Nie
Universal Relocalizer for Weakly Supervised Referring Expression Grounding. ACM Trans. Multim. Comput. Commun. Appl. 20 (7) (2024)
Mengzhao Jia, Yinwei Wei, Xuemeng Song, Teng Sun, Min Zhang, Liqiang Nie
Query-Oriented Micro-Video Summarization. IEEE Trans. Pattern Anal. Mach. Intell. 46 (6) (2024)
Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval. CoRR (2024)
Yudong Han, Yupeng Hu, Xuemeng Song, Haoyu Tang, Mingzhu Xu, Liqiang Nie
Exploiting the Social-Like Prior in Transformer for Visual Reasoning. AAAI (2024)
Liqiang Jing, Xuemeng Song, Xinxing Zu, Na Zheng, Zhongzhou Zhao, Liqiang Nie
VK-G2T: Vision and Context Knowledge Enhanced Gloss2text. ICASSP (2024)
Federico Becattini, Xiaolin Chen, Andrea Puccia, Haokun Wen, Xuemeng Song, Liqiang Nie, Alberto Del Bimbo
Interactive Garment Recommendation with User in the Loop. CoRR (2024)
Haokun Wen, Xuemeng Song, Jianhua Yin, Jianlong Wu, Weili Guan, Liqiang Nie
Self-Training Boosted Multi-Factor Matching Network for Composed Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Han Liu, Yinwei Wei, Xuemeng Song, Weili Guan, Yuan-Fang Li, Liqiang Nie
MMGRec: Multimodal Generative Recommendation with Transformer Model. CoRR (2024)
Xiaolin Chen, Xuemeng Song, Liqiang Jing, Shuo Li, Linmei Hu, Liqiang Nie
Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model. ACM Trans. Inf. Syst. 42 (2) (2024)
Xue Dong, Xuemeng Song, Na Zheng, Jianlong Wu, Hongjun Dai, Liqiang Nie
TryonCM2: Try-on-Enhanced Fashion Compatibility Modeling Framework. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Liqiang Jing, Xuemeng Song, Kun Ouyang, Mengzhao Jia, Liqiang Nie
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation. CoRR (2023)
Liqiang Jing, Xuemeng Song, Xuming Lin, Zhongzhou Zhao, Wei Zhou, Liqiang Nie
Stylized Data-to-Text Generation: A Case Study in the E-Commerce Domain. CoRR (2023)
Dengtian Lin, Yang Ma, Yuhong Li, Xuemeng Song, Jianlong Wu, Liqiang Nie
OFAR: A Multimodal Evidence Retrieval Framework for Illegal Live-streaming Identification. CoRR (2023)
Haoqiang Lin, Haokun Wen, Xiaolin Chen, Xuemeng Song
CLIP-Based Composed Image Retrieval with Comprehensive Fusion and Data Augmentation. AI (1) (2023)
Weili Guan, Xuemeng Song, Kejie Wang, Haokun Wen, Hongda Ni, Yaowei Wang, Xiaojun Chang
Egocentric Early Action Prediction via Multimodal Transformer-Based Dual Action Prediction. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Xuemeng Song, Liqiang Nie, Hengtao Shen, Qi Tian, Hua Huang
Preface to the Special Issue on Multimodal Learning Integrated with Pre-training Techniques. Int. J. Softw. Informatics 13 (2) (2023)
Xuemeng Song, Shi-Ting Fang, Xiaolin Chen, Yinwei Wei, Zhongzhou Zhao, Liqiang Nie
Modality-Oriented Graph Learning Toward Outfit Compatibility Modeling. IEEE Trans. Multim. 25 (2023)
Liqiang Jing, Xuemeng Song, Xinxing Zu, Na Zheng, Zhongzhou Zhao, Liqiang Nie
VK-G2T: Vision and Context Knowledge enhanced Gloss2Text. CoRR (2023)
Dengtian Lin, Liqiang Jing, Xuemeng Song, Meng Liu, Teng Sun, Liqiang Nie
Adapting Generative Pretrained Language Model for Open-domain Multimodal Sentence Summarization. SIGIR (2023)
Qifan Wang, Yinwei Wei, Jianhua Yin, Jianlong Wu, Xuemeng Song, Liqiang Nie
DualGNN: Dual Graph Neural Network for Multimedia Recommendation. IEEE Trans. Multim. 25 (2023)
Yang Qiao, Liqiang Jing, Xuemeng Song, Xiaolin Chen, Lei Zhu, Liqiang Nie
Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection. AAAI (2023)
Xianjing Han, Xuemeng Song, Xingning Dong, Yinwei Wei, Meng Liu, Liqiang Nie
DBiased-P: Dual-Biased Predicate Predictor for Unbiased Scene Graph Generation. IEEE Trans. Multim. 25 (2023)
Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Xuemeng Song, Shuo Shang, Panos Kalnis, Ling Shao
ROLE: Rotated Lorentzian Graph Embedding Model for Asymmetric Proximity. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Xue Dong, Xuemeng Song, Na Zheng, Yinwei Wei, Zhongzhou Zhao
Dual Preference Distribution Learning for Item Recommendation. ACM Trans. Inf. Syst. 41 (3) (2023)
Dan Shi, Lei Zhu, Xiao Dong, Xuemeng Song, Jingjing Li, Zhiyong Cheng
Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection. ACM Trans. Knowl. Discov. Data 17 (8) (2023)
Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
Dual Semantic Knowledge Composed Multimodal Dialog Systems. CoRR (2023)
Teng Sun, Liqiang Jing, Yinwei Wei, Xuemeng Song, Zhiyong Cheng, Liqiang Nie
Dual Consistency-Enhanced Semi-Supervised Sentiment Analysis Towards COVID-19 Tweets. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Liqiang Jing, Yiren Li, Junhao Xu, Yongcan Yu, Pei Shen, Xuemeng Song
Vision Enhanced Generative Pre-trained Language Model for Multimodal Sentence Summarization. Mach. Intell. Res. 20 (2) (2023)
Liqiang Jing, Xuemeng Song, Kun Ouyang, Mengzhao Jia, Liqiang Nie
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation. ACL (1) (2023)
Xuemeng Song, Chun Wang, Changchang Sun, Shanshan Feng, Min Zhou, Liqiang Nie
MM-FRec: Multi-Modal Enhanced Fashion Item Recommendation. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Dengtian Lin, Yang Ma, Yuhong Li, Xuemeng Song, Jianlong Wu, Liqiang Nie
OFAR: A Multimodal Evidence Retrieval Framework for Illegal Live-streaming Identification. SIGIR (2023)
Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
Dual Semantic Knowledge Composed Multimodal Dialog Systems. SIGIR (2023)
Haokun Wen, Xian Zhang, Xuemeng Song, Yinwei Wei, Liqiang Nie
Target-Guided Composed Image Retrieval. ACM Multimedia (2023)
Haokun Wen, Xian Zhang, Xuemeng Song, Yinwei Wei, Liqiang Nie
Target-Guided Composed Image Retrieval. CoRR (2023)
Haokun Wen, Xuemeng Song, Jianhua Yin, Jianlong Wu, Weili Guan, Liqiang Nie
Self-Training Boosted Multi-Faceted Matching Network for Composed Image Retrieval. CoRR (2023)
Na Zheng, Xuemeng Song, Tianyu Su, Weifeng Liu, Yan Yan, Liqiang Nie
Egocentric Early Action Prediction via Adversarial Knowledge Distillation. ACM Trans. Multim. Comput. Commun. Appl. 19 (2) (2023)
Xingning Dong, Tian Gan, Xuemeng Song, Jianlong Wu, Yuan Cheng, Liqiang Nie
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation. CVPR (2022)
Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. ACL (Findings) (2022)
Xingning Dong, Tian Gan, Xuemeng Song, Jianlong Wu, Yuan Cheng, Liqiang Nie
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation. CoRR (2022)
Teng Sun, Chun Wang, Xuemeng Song, Fuli Feng, Liqiang Nie
Response Generation by Jointly Modeling Personalized Linguistic Styles and Emotions. ACM Trans. Multim. Comput. Commun. Appl. 18 (2) (2022)
Xuemeng Song, Jingjing Chen, Federico Becattini, Weili Guan, Yibing Zhan, Tat-Seng Chua
MCFR'22: 1st Workshop on Multimedia Computing towards Fashion Recommendation. ACM Multimedia (2022)
Linmei Hu, Ziwang Zhao, Xinkai Ge, Xuemeng Song, Liqiang Nie
MMNet: Multi-modal Fusion with Mutual Learning Network for Fake News Detection. CoRR (2022)
Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. CoRR (2022)
Xuemeng Song, Liqiang Jing, Dengtian Lin, Zhongzhou Zhao, Haiqing Chen, Liqiang Nie
V2P: Vision-to-Prompt based Multi-Modal Product Summary Generation. SIGIR (2022)
Weili Guan, Haokun Wen, Xuemeng Song, Chun Wang, Chung-Hsing Yeh, Xiaojun Chang, Liqiang Nie
Partially Supervised Compatibility Modeling. IEEE Trans. Image Process. 31 (2022)
Xianjing Han, Xingning Dong, Xuemeng Song, Tian Gan, Yibing Zhan, Yan Yan, Liqiang Nie
Divide-and-Conquer Predictor for Unbiased Scene Graph Generation. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Xiaolin Chen, Xuemeng Song, Liqiang Jing, Shuo Li, Linmei Hu, Liqiang Nie
Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model. CoRR (2022)
Liqiang Jing, Minghui Tian, Xiaolin Chen, Teng Sun, Weili Guan, Xuemeng Song
CI-OCM: Counterfactural Inference towards Unbiased Outfit Compatibility Modeling. MCFR@MM (2022)
Weili Guan, Fangkai Jiao, Xuemeng Song, Haokun Wen, Chung-Hsing Yeh, Xiaojun Chang
Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning. SIGIR (2022)
Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie, Min Zhang
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach. ACM Trans. Multim. Comput. Commun. Appl. 18 (4) (2022)
Xue Dong, Xuemeng Song, Na Zheng, Yinwei Wei, Zhongzhou Zhao, Hongjun Dai
Dual Preference Distribution Learning for Item Recommendation. CoRR (2022)
Teng Sun, Wenjie Wang, Liqiang Jing, Yiran Cui, Xuemeng Song, Liqiang Nie
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis. CoRR (2022)
Weili Guan, Xuemeng Song, Haoyu Zhang, Meng Liu, Chung-Hsing Yeh, Xiaojun Chang
Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation. ACM Multimedia (2022)
Teng Sun, Wenjie Wang, Liqiang Jing, Yiran Cui, Xuemeng Song, Liqiang Nie
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis. ACM Multimedia (2022)
Zongmeng Zhang, Xianjing Han, Xuemeng Song, Yan Yan, Liqiang Nie
Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos. CoRR (2021)
Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach. CoRR (2021)
Weili Guan, Haokun Wen, Xuemeng Song, Chung-Hsing Yeh, Xiaojun Chang, Liqiang Nie
Multimodal Compatibility Modeling via Exploring the Consistent and Complementary Correlations. ACM Multimedia (2021)
Junyu Lin, Xuemeng Song, Tian Gan, Yiyang Yao, Weifeng Liu, Liqiang Nie
PaintNet: A shape-constrained generative framework for generating clothing from fashion model. Multim. Tools Appl. 80 (11) (2021)
Xin Yang, Xuemeng Song, Fuli Feng, Haokun Wen, Ling-Yu Duan, Liqiang Nie
Attribute-wise Explainable Fashion Compatibility Modeling. ACM Trans. Multim. Comput. Commun. Appl. 17 (1) (2021)
Tianyu Su, Xuemeng Song, Na Zheng, Weili Guan, Yan Li, Liqiang Nie
Complementary Factorization towards Outfit Compatibility Modeling. ACM Multimedia (2021)
Liqiang Nie, Mengzhao Jia, Xuemeng Song, Ganglu Wu, Harry Cheng, Jian Gu
Multimodal Activation: Awakening Dialog Robots without Wake Words. SIGIR (2021)
Wenjie Wang, Ling-Yu Duan, Hao Jiang, Peiguang Jing, Xuemeng Song, Liqiang Nie
Market2Dish: Health-aware Food Recommendation. ACM Trans. Multim. Comput. Commun. Appl. 17 (1) (2021)
Zongmeng Zhang, Xianjing Han, Xuemeng Song, Yan Yan, Liqiang Nie
Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos. IEEE Trans. Image Process. 30 (2021)
Ziyang Ma, Xianjing Han, Xuemeng Song, Yiran Cui, Liqiang Nie
Hierarchical Deep Residual Reasoning for Temporal Moment Localization. CoRR (2021)
Xiaolin Chen, Xuemeng Song, Siwei Cui, Tian Gan, Zhiyong Cheng, Liqiang Nie
User Identity Linkage Across Social Media via Attentive Time-Aware User Modeling. IEEE Trans. Multim. 23 (2021)
Weili Guan, Xuemeng Song, Tian Gan, Junyu Lin, Xiaojun Chang, Liqiang Nie
Cooperation Learning From Multiple Social Networks: Consistent and Complementary Perspectives. IEEE Trans. Cybern. 51 (9) (2021)
Ziyang Ma, Xianjing Han, Xuemeng Song, Yiran Cui, Liqiang Nie
Hierarchical Deep Residual Reasoning for Temporal Moment Localization. MMAsia (2021)
Federico Becattini, Xuemeng Song, Claudio Baecchi, Shi-Ting Fang, Claudio Ferrari, Liqiang Nie, Alberto Del Bimbo
PLM-IPE: A Pixel-Landmark Mutual Enhanced Framework for Implicit Preference Estimation. MMAsia (2021)
Haokun Wen, Xuemeng Song, Xin Yang, Yibing Zhan, Liqiang Nie
Comprehensive Linguistic-Visual Composition Network for Image Retrieval. SIGIR (2021)
Xiaolin Chen, Xuemeng Song, Guozhen Peng, Shanshan Feng, Liqiang Nie
Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage. SIGIR (2021)
Na Zheng, Xuemeng Song, Qingying Niu, Xue Dong, Yibing Zhan, Liqiang Nie
Collocation and Try-on Network: Whether an Outfit is Compatible. ACM Multimedia (2021)
Xiaolin Chen, Xuemeng Song, Ruiyang Ren, Lei Zhu, Zhiyong Cheng, Liqiang Nie
Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning. ACM Trans. Inf. Syst. 38 (4) (2020)
Jinhuan Liu, Xuemeng Song, Zhaochun Ren, Liqiang Nie, Zhaopeng Tu, Jun Ma
Auxiliary Template-Enhanced Generative Compatibility Modeling. IJCAI (2020)
Xianjing Han, Xuemeng Song, Yiyang Yao, Xin-Shun Xu, Liqiang Nie
Neural Compatibility Modeling With Probabilistic Knowledge Distillation. IEEE Trans. Image Process. 29 (2020)
Xin Yang, Xuemeng Song, Xianjing Han, Haokun Wen, Jie Nie, Liqiang Nie
Generative Attribute Manipulation Scheme for Flexible Fashion Search. SIGIR (2020)
Liqiang Nie, Yongqi Li, Fuli Feng, Xuemeng Song, Meng Wang, Yinglong Wang
Large-Scale Question Tagging via Joint Question-Topic Embedding Learning. ACM Trans. Inf. Syst. 38 (2) (2020)
Jinhuan Liu, Xuemeng Song, Liqiang Nie, Tian Gan, Jun Ma
An End-to-End Attention-Based Neural Model for Complementary Clothing Matching. ACM Trans. Multim. Comput. Commun. Appl. 15 (4) (2020)
Xue Dong, Jianlong Wu, Xuemeng Song, Hongjun Dai, Liqiang Nie
Fashion Compatibility Modeling through a Multi-modal Try-on-guided Scheme. SIGIR (2020)
Wenjie Wang, Ling-Yu Duan, Hao Jiang, Peiguang Jing, Xuemeng Song, Liqiang Nie
Market2Dish: Health-aware Food Recommendation. CoRR (2020)
Jinhuan Liu, Xuemeng Song, Zhumin Chen, Jun Ma
MGCM: Multi-modal generative compatibility modeling for clothing matching. Neurocomputing 414 (2020)
Xu Lu, Lei Zhu, Zhiyong Cheng, Xuemeng Song, Huaxiang Zhang
Efficient discrete latent semantic hashing for scalable cross-modal retrieval. Signal Process. 154 (2019)
Changchang Sun, Xuemeng Song, Fuli Feng, Wayne Xin Zhao, Hao Zhang, Liqiang Nie
Supervised Hierarchical Cross-Modal Hashing. SIGIR (2019)
Na Zheng, Xuemeng Song, Zhaozheng Chen, Linmei Hu, Da Cao, Liqiang Nie
Virtually Trying on New Clothing with Arbitrary Poses. ACM Multimedia (2019)
Chen Cui, Wenjie Wang, Xuemeng Song, Minlie Huang, Xin-Shun Xu, Liqiang Nie
User Attention-guided Multimodal Dialog Systems. SIGIR (2019)
Xianjing Han, Xuemeng Song, Jianhua Yin, Yinglong Wang, Liqiang Nie
Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching. SIGIR (2019)
Tian Gan, Zhixin Ma, Yuxiao Lu, Xuemeng Song, Liqiang Nie
Learn to Gesture: Let Your Body Speak. MMAsia (2019)
Tian Gan, Shaokun Wang, Meng Liu, Xuemeng Song, Yiyang Yao, Liqiang Nie
Seeking Micro-influencers for Brand Promotion. ACM Multimedia (2019)
Xiao Dong, Lei Zhu, Xuemeng Song, Jingjing Li, Zhiyong Cheng
Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection. CoRR (2019)
Xuemeng Song, Xianjing Han, Yunkai Li, Jingyuan Chen, Xin-Shun Xu, Liqiang Nie
GP-BPR: Personalized Compatibility Modeling for Clothing Matching. ACM Multimedia (2019)
Jinhuan Liu, Xuemeng Song, Zhumin Chen, Jun Ma
Neural fashion experts: I know how to make the complementary clothing matching. Neurocomputing 359 (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xuemeng Song