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

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

[BibT_eX]

[DOI]

Xuemeng Song

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

Privacy-Preserving Synthetic Data Generation for Recommendation Systems.

[BibT_eX]

[DOI]

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

Micro-video Tagging via Jointly Modeling Social Influence and Tag Relation.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Search-oriented Micro-video Captioning.

[BibT_eX]

[DOI]

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

A Baseline for ViCo Conversational Head Generation Challenge.

[BibT_eX]

[DOI]

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

A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA.

[BibT_eX]

[DOI]

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

Image-text Retrieval: A Survey on Recent Research and Development.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Win The Lottery Ticket Via Fourier Analysis: Frequencies Guided Network Pruning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Network Binarization via Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Lipschitz Continuity Retained Binary Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

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

[BibT_eX]

[DOI]

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

MMCoQA: Conversational Question Answering over Text, Tables, and Images.

[BibT_eX]

[DOI]

Yongqi Li

Wenjie Li

Liqiang Nie

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

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

[BibT_eX]

[DOI]

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

2021

GuessUNeed: Recommending Courses via Neural Attention Network and Course Prerequisite Relation Embeddings.

[BibT_eX]

[DOI]

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

Attribute-wise Explainable Fashion Compatibility Modeling.

[BibT_eX]

[DOI]

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

Market2Dish: Health-aware Food Recommendation.

[BibT_eX]

[DOI]

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

Urban Perception: Sensing Cities via a Deep Interactive Multi-task Learning Framework.

[BibT_eX]

[DOI]

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

HGAT: Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

Hybrid-Attention Enhanced Two-Stream Fusion Network for Video Venue Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Semantic-Driven Interpretable Deep Multi-Modal Hashing for Large-Scale Multimedia Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Learning Low-Rank Sparse Representations With Robust Relationship Inference for Image Memorability Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

BATCH: A Scalable Asymmetric Discrete Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Conversational Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Coarse-to-Fine Semantic Alignment for Cross-Modal Moment Localization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Video Moment Localization via Deep Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Reconstruction regularized low-rank subspace learning for cross-modal retrieval.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

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

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

Learning robust affinity graph representation for multi-view clustering.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Human activity recognition by manifold regularization based dynamic graph convolutional networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Learning Robust Recommender from Noisy Implicit Feedback.

[BibT_eX]

[DOI]

CoRR, 2021

GRCN: Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback.

[BibT_eX]

[DOI]

CoRR, 2021

Hierarchical User Intent Graph Network forMultimedia Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering.

[BibT_eX]

[DOI]

Yongqi Li

Wenjie Li

Liqiang Nie

CoRR, 2021

Factor-level Attentive ICF for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Incremental Knowledge Based Question Answering.

[BibT_eX]

[DOI]

Yongqi Li

Wenjie Li

Liqiang Nie

CoRR, 2021

Interest-aware Message-Passing GCN for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Denoising Implicit Feedback for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Comprehensive Linguistic-Visual Composition Network for Image Retrieval.

[BibT_eX]

[DOI]

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

Dynamic Modality Interaction Modeling for Image-Text Retrieval.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Multimodal Dialog System: Relational Graph-based Context-aware Question Understanding.

[BibT_eX]

[DOI]

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

Contrastive Learning for Cold-Start Recommendation.

[BibT_eX]

[DOI]

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

Complementary Factorization towards Outfit Compatibility Modeling.

[BibT_eX]

[DOI]

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

Graph Convolutional Multi-modal Hashing for Flexible Multimedia Retrieval.

[BibT_eX]

[DOI]

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

Focal and Composed Vision-semantic Modeling for Visual Question Answering.

[BibT_eX]

[DOI]

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

Multimodal Compatibility Modeling via Exploring the Consistent and Complementary Correlations.

[BibT_eX]

[DOI]

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

AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Graph Contrastive Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Lipschitz Continuity Guided Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

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

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Low-Rank Regularized Multi-Representation Learning for Fashion Compatibility Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Learning the Traditional Art of Chinese Calligraphy via Three-Dimensional Reconstruction and Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Neural Multimodal Cooperative Learning Toward Micro-Video Understanding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Iterative Local-Global Collaboration Learning Towards One-Shot Video Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Model Optimization Boosting Framework for Linear Model Hash Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Neural Compatibility Modeling With Probabilistic Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Scalable Deep Hashing for Large-Scale Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Graph Convolutional Network Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

SCRATCH: A Scalable Discrete Matrix Factorization Hashing Framework for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Guest editorial: Image/video understanding and analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Domain Adaptation with Few Labeled Source Samples by Graph Regularization.

[BibT_eX]

[DOI]

Neural Process. Lett., 2020

Cross-modal dual subspace learning with adversarial network.

[BibT_eX]

[DOI]

Neural Networks, 2020

Hashtag our stories: Hashtag recommendation for micro-videos via harnessing multiple modalities.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Cross-modal recipe retrieval via parallel- and cross-attention networks learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

HesGCN: Hessian graph convolutional networks for semi-supervised classification.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View.

[BibT_eX]

[DOI]

CoRR, 2020

A^2-GCN: An Attribute-aware Attentive GCN Model for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

LARA: Attribute-to-feature Adversarial Learning for New-item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Generative Attribute Manipulation Scheme for Flexible Fashion Search.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Personalized Item Recommendation for Second-hand Trading Platform.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Context-Aware Multi-View Summarization Network for Image-Text Matching.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

What Aspect Do You Like: Multi-scale Time-aware User Interest Modeling for Micro-video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Adversarial Video Moment Retrieval by Jointly Modeling Ranking and Localization.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Auxiliary Template-Enhanced Generative Compatibility Modeling.

[BibT_eX]

[DOI]

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

Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Compatibility Modeling: Data and Knowledge Applications for Clothing Matching

[BibT_eX]

[DOI]

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

[BibT_eX]

[DOI]

Liqiang Nie

Meng Liu

Xuemeng Song

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

From Question to Text: Question-Oriented Feature Attention for Answer Selection.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Attentive Long Short-Term Preference Modeling for Personalized Product Search.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Supervised Robust Discrete Multimodal Hashing for Cross-Media Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Distribution-Oriented Aesthetics Assessment With Semantic-Aware Hybrid Network.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Discrete Hashing With Multiple Supervision.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Online Data Organizer: Micro-Video Categorization by Structure-Guided Multimodal Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

A Framework of Joint Low-Rank and Sparse Regression for Image Memorability Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Low-rank regularized tensor discriminant representation for image set classification.

[BibT_eX]

[DOI]

Signal Process., 2019

Multi-criteria active deep learning for image classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Multi-view face hallucination using SVD and a mapping model.

[BibT_eX]

[DOI]

Inf. Sci., 2019

HpLapGCN: Hypergraph <i>p</i>-Laplacian graph convolutional networks.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Principal Component Analysis on Graph-Hessian.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Supervised Hierarchical Cross-Modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Online Multi-modal Hashing with Dynamic Query-adaption.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

User Attention-guided Multimodal Dialog Systems.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Learn to Gesture: Let Your Body Speak.

[BibT_eX]

[DOI]

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

Virtually Trying on New Clothing with Arbitrary Poses.

[BibT_eX]

[DOI]

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

MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video.

[BibT_eX]

[DOI]

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

Personalized Hashtag Recommendation for Micro-videos.

[BibT_eX]

[DOI]

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

GP-BPR: Personalized Compatibility Modeling for Clothing Matching.

[BibT_eX]

[DOI]

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

Multimodal Dialog System: Generating Responses via Adaptive Decoders.

[BibT_eX]

[DOI]

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

User Diverse Preference Modeling by Multimodal Attentive Metric Learning.

[BibT_eX]

[DOI]

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

Routing Micro-videos via A Temporal Graph-guided Recommendation System.

[BibT_eX]

[DOI]

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

Market2Dish: A Health-aware Food Recommendation System.

[BibT_eX]

[DOI]

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

Seeking Micro-influencers for Brand Promotion.

[BibT_eX]

[DOI]

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

Personalized Capsule Wardrobe Creation with Garment and User Modeling.

[BibT_eX]

[DOI]

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

A Two-Step Cross-Modal Hashing by Exploiting Label Correlations and Preserving Similarity in Both Steps.

[BibT_eX]

[DOI]

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

Video-Based Cross-Modal Recipe Retrieval.

[BibT_eX]

[DOI]

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

Improving Distantly-Supervised Relation Extraction with Joint Label Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Explicit Interaction Model towards Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Guest Editorial: Special Section on "Multimedia Understanding via Multimodal Analytics".

[BibT_eX]

[DOI]

Yan Yan

Liqiang Nie

Rita Cucchiara

ACM Trans. Multim. Comput. Commun. Appl., 2018

Sentence Relations for Extractive Summarization with Deep Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2018

Rank-Constrained Spectral Clustering With Flexible Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Low-Rank Multi-View Embedding Learning for Micro-Video Popularity Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Exploring Web Images to Enhance Skin Disease Analysis Under A Computer Vision Framework.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Qinghua Zheng

IEEE Trans. Cybern., 2018

Guest Editorial: Spatio-temporal Feature Learning for Unconstrained Video Analysis.

[BibT_eX]

[DOI]

Yahong Han

Liqiang Nie

Fei Wu

Multim. Tools Appl., 2018

Guest Editorial: Semantic Concept Discovery in MM Data.

[BibT_eX]

[DOI]

Xiaojun Chang

Yan Yan

Liqiang Nie

Multim. Tools Appl., 2018

Identifying advisor-advisee relationships from co-author networks via a novel deep model.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Guest Editorial: Query understanding.

[BibT_eX]

[DOI]

Liqiang Nie

Richang Hong

Peng Cui

Neurocomputing, 2018

TEM: Tree-enhanced Embedding Model for Explainable Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Learning on Partial-Order Hypergraphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Chat More: Deepening and Widening the Chatting Topic via A Deep Model.

[BibT_eX]

[DOI]

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

A Personal Privacy Preserving Framework: I Let You Know Who Can See What.

[BibT_eX]

[DOI]

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

Neural Compatibility Modeling with Attentive Knowledge Distillation.

[BibT_eX]

[DOI]

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

Fast Scalable Supervised Hashing.

[BibT_eX]

[DOI]

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

Attentive Moment Retrieval in Videos.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Cross-modal Moment Localization in Videos.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

SCRATCH: A Scalable Discrete Matrix Factorization Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multi-modal Preference Modeling for Product Search.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning.

[BibT_eX]

[DOI]

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

A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Discrete Factorization Machines for Fast Feature-based Recommendation.

[BibT_eX]

[DOI]

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

An Attentive Interaction Network for Context-aware Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Supervised Deep Hashing for Hierarchical Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Dual Deep Neural Networks Cross-Modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Targeted Advertising in Public Transportation Systems with Quantitative Evaluation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

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

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Large-Scale Tracking for Images With Few Textures.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Predicting Image Memorability Through Adaptive Transfer Learning From External Sources.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

I Know What You Want to Express: Sentence Element Inference by Incorporating External Knowledge Base.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Data-Driven Answer Selection in Community QA Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Learning User Attributes via Mobile Social Multimedia Analytics.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Weakly Supervised Multimodal Kernel for Categorizing Aerial Photographs.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Perceptually Guided Photo Retargeting.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Multiview Physician-Specific Attributes Fusion for Health Seeking.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Special issue on cross-media big data analytics.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2017

Version-sensitive mobile App recommendation.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Simple to complex cross-modal learning to rank.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Qinghua Zheng

Comput. Vis. Image Underst., 2017

Simple to Complex Cross-modal Learning to Rank.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Qinghua Zheng

CoRR, 2017

Neural Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Item Silk Road: Recommending Items from Information Domains to Social Users.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Computational Social Indicators: A Case Study of Chinese University Ranking.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Exploring User-Specific Information in Music Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Embedding Factorization Models for Jointly Recommending Items and User Generated Lists.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Semi-Relaxation Supervised Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

NeuroStylist: Neural Compatibility Modeling for Clothing Matching.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Enhancing Micro-video Understanding by Harnessing External Sounds.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Towards Micro-video Understanding by Joint Sequential-Sparse Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Laplacian-Steered Neural Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploiting Music Play Sequence for Music Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Learning from Multiple Social Networks

[BibT_eX]

[DOI]

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

Semantic Photo Retargeting Under Noisy Image Labels.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2016

Volunteerism Tendency Prediction via Harvesting Multiple Social Networks.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2016

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Weakly Supervised Human Fixations Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Weakly Supervised Multilabel Clustering and its Applications in Computer Vision.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Perceptual Attributes Optimization for Multivideo Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

A Biologically Inspired Automatic System for Media Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2016

Weakly supervised image parsing via label propagation over discriminatively semantic graph.

[BibT_eX]

[DOI]

Xiaocheng Xu

Jun Ma

Liqiang Nie

J. Vis. Commun. Image Represent., 2016

Quality biased multimedia data retrieval in microblogs.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2016

Genetic algorithm and mathematical morphology based binarization method for strip steel defect image with non-uniform illumination.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2016

An aerial image recognition framework using discrimination and redundancy quality measure.

[BibT_eX]

[DOI]

Yuxing Hu

Liqiang Nie

J. Vis. Commun. Image Represent., 2016

Exploring heterogeneous features for query-focused summarization of categorized community answers.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Bridge the semantic gap between pop music acoustic feature and emotion: Build an interpretable model.

[BibT_eX]

[DOI]

Neurocomputing, 2016

A classification model for semantic entailment recognition with feature combination.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Event graph based contradiction recognition from big data collection.

[BibT_eX]

[DOI]

Neurocomputing, 2016

From action to activity: Sensor-based activity recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Surface defect classification in large-scale strip steel image collection via hybrid chromosome genetic algorithm.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Towards organizing health knowledge on community-based health services.

[BibT_eX]

[DOI]

EURASIP J. Bioinform. Syst. Biol., 2016

SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning.

[BibT_eX]

[DOI]

CoRR, 2016

Utilizing Sensor-Social Cues to Localize Objects-of-Interest in Outdoor UGVs.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Smart Ambient Sound Analysis via Structured Statistical Modeling.

[BibT_eX]

[DOI]

Jialie Shen

Liqiang Nie

Tat-Seng Chua

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Shorter-is-Better: Venue Category Estimation from Micro-Video.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

What Does Social Media Say about Your Stress?.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Sparse Code Filtering for Action Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016, 2016

Fortune Teller: Predicting Your Career Path.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

From Tweets to Wellness: Wellness Event Detection from Twitter Streams.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Retargeting Semantically-Rich Photos.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Semantic-Based Location Recommendation With Multimodal Venue Semantics.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Disease Inference from Health-Related Questions via Sparse Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

On robust image spam filtering via comprehensive visual modeling.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

aMM: Towards adaptive ranking of multi-modal documents.

[BibT_eX]

[DOI]

Mohammad Akbari

Liqiang Nie

Tat-Seng Chua

Int. J. Multim. Inf. Retr., 2015

Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Weibo-Oriented Chinese News Summarization via Multi-feature Combination.

[BibT_eX]

[DOI]

Maofu Liu

Limin Wang

Liqiang Nie

Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Biologically Inspired Media Quality Modeling.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Harvesting Multiple Sources for User Profile Learning: a Big Data Study.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

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

[BibT_eX]

[DOI]

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

Action2Activity: Recognizing Complex Activities from Sensor Data.

[BibT_eX]

[DOI]

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

Recognizing entailment in Chinese texts with feature combination.

[BibT_eX]

[DOI]

Maofu Liu

Yifan Guo

Liqiang Nie

Proceedings of the 2015 International Conference on Asian Language Processing, 2015

2014

Learning to Recommend Descriptive Tags for Questions in Social Forums.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2014

Personalized Recommendations of Locally Interesting Venues to Tourists via Cross-Region Community Matching.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2014

WenZher: comprehensive vertical search for healthcare domain.

[BibT_eX]

[DOI]

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

A Joint Local-Global Approach for Medical Terminology Assignment.

[BibT_eX]

[DOI]

Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), 2014

2013

Beyond Text QA: Multimedia Answer Generation by Harvesting Web Information.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

2012

Oracle in Image Search: A Content-Based Approach to Performance Prediction.