Zi Huang

Zijian Wang

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Improved Feature Distillation via Projector Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Robust Learning with Adversarial Perturbations and Label Noise: A Two-Pronged Defense Approach.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

IDEAL: High-Order-Ensemble Adaptation Network for Learning with Noisy Labels.

[BibT_eX]

[DOI]

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

Machine Unlearning for Image Retrieval: A Generative Scrubbing Approach.

[BibT_eX]

[DOI]

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

Scrutinizing Privacy Policy Compliance of Virtual Personal Assistant Apps.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Discovering Domain Disentanglement for Generalized Multi-Source Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Beyond Double Ascent via Recurrent Neural Tangent Kernel in Sequential Recommendation.

[BibT_eX]

[DOI]

Ruihong Qiu

Proceedings of the IEEE International Conference on Data Mining, 2022

Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

High-order nonlocal Hashing for unsupervised cross-modal retrieval.

[BibT_eX]

[DOI]

World Wide Web, 2021

Attribute-aware explainable complementary clothing recommendation.

[BibT_eX]

[DOI]

Yang Li

Tong Chen

World Wide Web, 2021

Inductive Structure Consistent Hashing via Flexible Semantic Calibration.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Collaborative Learning for Extremely Low Bit Asymmetric Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

On Both Cold-Start and Long-Tail Recommendation with Social Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion.

[BibT_eX]

[DOI]

Lizhen Cui

CoRR, 2021

Domain Adaptive Semantic Segmentation without Source Data.

[BibT_eX]

[DOI]

CoRR, 2021

Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling.

[BibT_eX]

[DOI]

CoRR, 2021

Enhanced Modality Transition for Image Captioning.

[BibT_eX]

[DOI]

Ziwei Wang

CoRR, 2021

Semantic Disentangling Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Graph Embedding for Recommendation against Attribute Inference Attacks.

[BibT_eX]

[DOI]

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

Privacy Protection in Deep Multi-modal Retrieval.

[BibT_eX]

[DOI]

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

Learning to Ask Appropriate Questions in Conversational Recommendation.

[BibT_eX]

[DOI]

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

Joint-teaching: Learning to Refine Knowledge for Resource-constrained Unsupervised Cross-modal Retrieval.

[BibT_eX]

[DOI]

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

Domain Adaptive Semantic Segmentation without Source Data.

[BibT_eX]

[DOI]

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

CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation.

[BibT_eX]

[DOI]

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

Imbalanced Source-free Domain Adaptation.

[BibT_eX]

[DOI]

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

Learning Transferrable and Interpretable Representations for Domain Generalization.

[BibT_eX]

[DOI]

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

Mitigating Generation Shifts for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

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

Local Graph Convolutional Networks for Cross-Modal Hashing.

[BibT_eX]

[DOI]

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

Learning Elastic Embeddings for Customizing On-Device Recommenders.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation.

[BibT_eX]

[DOI]

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

Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation.

[BibT_eX]

[DOI]

Ruihong Qiu

Proceedings of the IEEE International Conference on Data Mining, 2021

DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Learning to Diversify for Single Domain Generalization.

[BibT_eX]

[DOI]

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

Semantics Disentangling for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

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

Temporal Modification of Event Kinds.

[BibT_eX]

[DOI]

Proceedings of the Selected Reflections in Language, Logic, and Information - ESSLLI 2019, 2021

Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2021

Modeling Daily Crime Events Prediction Using Seq2Seq Architecture.

[BibT_eX]

[DOI]

Jawaher Alghamdi

Proceedings of the Databases Theory and Applications, 2021

Proactive Privacy-preserving Learning for Retrieval.

[BibT_eX]

[DOI]

Peng-Fei Zhang

Xin-Shun Xu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

CRSAL: Conversational Recommender Systems with Adversarial Learning.

[BibT_eX]

[DOI]

Nguyen Quoc Viet Hung

Xiangliang Zhang

ACM Trans. Inf. Syst., 2020

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Bidirectional Discrete Matrix Factorization Hashing for Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning.

[BibT_eX]

[DOI]

Luyao Liu

Zheng Zhang

Neural Process. Lett., 2020

Correction to: Deep-Sea Organisms Tracking Using Dehazing and Deep Learning.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2020

Deep-Sea Organisms Tracking Using Dehazing and Deep Learning.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2020

Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and Applications.

[BibT_eX]

[DOI]

Abdulmotaleb El-Saddik

IEEE Multim., 2020

Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph.

[BibT_eX]

[DOI]

CoRR, 2020

ORD: Object Relationship Discovery for Visual Dialogue Generation.

[BibT_eX]

[DOI]

CoRR, 2020

Enhance Social Recommendation with Adversarial Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices.

[BibT_eX]

[DOI]

Nguyen Quoc Viet Hung

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection.

[BibT_eX]

[DOI]

Shijie Zhang

Tong Chen

Lizhen Cui

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

GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation.

[BibT_eX]

[DOI]

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

Try This Instead: Personalized and Interpretable Substitute Recommendation.

[BibT_eX]

[DOI]

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

Semantics-Reconstructing Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Peng-Fei Zhang

Zheng Zhang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Fashion Recommendation with Multi-relational Representation Learning.

[BibT_eX]

[DOI]

Yang Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Prototype-Matching Graph Network for Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

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

Adversarial Bipartite Graph Learning for Video Domain Adaptation.

[BibT_eX]

[DOI]

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

Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders.

[BibT_eX]

[DOI]

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

Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches.

[BibT_eX]

[DOI]

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

Human Consensus-Oriented Image Captioning.

[BibT_eX]

[DOI]

Ziwei Wang

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

Progressive Graph Learning for Open-Set Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Group Recommendation with Latent Voting Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Completely Unsupervised Cross-Modal Hashing.

[BibT_eX]

[DOI]

Jiasheng Duan

Peng-Fei Zhang

Proceedings of the Database Systems for Advanced Applications, 2020

PAIC: Parallelised Attentive Image Captioning.

[BibT_eX]

[DOI]

Ziwei Wang

Proceedings of the Databases Theory and Applications, 2020

Graph-Based Relation-Aware Representation Learning for Clothing Matching.

[BibT_eX]

[DOI]

Yang Li

Proceedings of the Databases Theory and Applications, 2020

Semi-supervised Cross-Modal Hashing with Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2020

Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks.

[BibT_eX]

[DOI]

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

2019

Embedding and predicting the event at early stage.

[BibT_eX]

[DOI]

World Wide Web, 2019

Heterogeneous Domain Adaptation Through Progressive Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Discrete Hashing With Multiple Supervision.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Transfer Independently Together: A Generalized Framework for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling.

[BibT_eX]

[DOI]

CoRR, 2019

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language.

[BibT_eX]

[DOI]

CoRR, 2019

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.

[BibT_eX]

[DOI]

CoRR, 2019

Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Collaborative Discrete Hashing with Semantic-Invariant Structure.

[BibT_eX]

[DOI]

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

CRA-Net: Composed Relation Attention Network for Visual Question Answering.

[BibT_eX]

[DOI]

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

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.

[BibT_eX]

[DOI]

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

Alleviating Feature Confusion for Generative Zero-shot Learning.

[BibT_eX]

[DOI]

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

Cycle-consistent Conditional Adversarial Transfer Networks.

[BibT_eX]

[DOI]

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

Enhancing Collaborative Filtering with Generative Augmentation.

[BibT_eX]

[DOI]

Qinyong Wang

Hao Wang

Lizhen Cui

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Agile Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Learning Private Neural Language Modeling with Attentive Aggregation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Adaptive Component Embedding for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Domain Adaptation Approach for Multistream Classification.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Multi-hop Path Queries over Knowledge Graphs with Neural Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Leveraging the Invariant Side of Generative Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks.

[BibT_eX]

[DOI]

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

SADIH: Semantic-Aware DIscrete Hashing.

[BibT_eX]

[DOI]

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

From Zero-Shot Learning to Cold-Start Recommendation.

[BibT_eX]

[DOI]

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

MR-NET: Exploiting Mutual Relation for Visual Relationship Detection.

[BibT_eX]

[DOI]

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

2018

Exploiting detected visual objects for frame-level video filtering.

[BibT_eX]

[DOI]

World Wide Web, 2018

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Robust discrete code modeling for supervised hashing.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Mobi-SAGE-RS: A sparse additive generative model-based mobile application recommender system.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Learning Discrete Hashing Towards Efficient Fashion Recommendation.

[BibT_eX]

[DOI]

Data Sci. Eng., 2018

Discrete Deep Learning for Fast Content-Aware Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Streaming Ranking Based Recommender Systems.

[BibT_eX]

[DOI]

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

Look Deeper See Richer: Depth-aware Image Paragraph Captioning.

[BibT_eX]

[DOI]

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

I read, I saw, I tell: Texts Assisted Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

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

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval.

[BibT_eX]

[DOI]

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

Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search.

[BibT_eX]

[DOI]

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

Neural Memory Streaming Recommender Networks with Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Joint Event-Partner Recommendation in Event-Based Social Networks.

[BibT_eX]

[DOI]

Lei Zou

Xiaofang Zhou

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Restricted Boltzmann Machine Based Active Learning for Sparse Recommendation.

[BibT_eX]

[DOI]

Nguyen Quoc Viet Hung

Proceedings of the Database Systems for Advanced Applications, 2018

Discrete Binary Hashing Towards Efficient Fashion Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning.

[BibT_eX]

[DOI]

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

TSAUB: A Temporal-Sentiment-Aware User Behavior Model for Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2018

2017

Ranking weighted clustering coefficient in large dynamic graphs.

[BibT_eX]

[DOI]

World Wide Web, 2017

Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Discrete Nonnegative Spectral Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Fast Parallel Path Concatenation for Graph Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Hierarchical Latent Concept Discovery for Video Event Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

From Community Detection to Community Profiling.

[BibT_eX]

[DOI]

Hongyun Cai

Vincent Wenchen Zheng

Fanwei Zhu

Kevin Chen-Chuan Chang

Proc. VLDB Endow., 2017

Guest Editorial: Knowledge-Based Multimedia Computing.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search.

[BibT_eX]

[DOI]

CoRR, 2017

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage.

[BibT_eX]

[DOI]

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

Unifying Multi-Source Social Media Data for Personalized Travel Route Planning.

[BibT_eX]

[DOI]

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

POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues.

[BibT_eX]

[DOI]

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

Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Local Deep Descriptors in Bag-of-Words for Image Retrieval.

[BibT_eX]

[DOI]

Jiewei Cao

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Transductive Visual-Semantic Embedding for Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

SocialLens: Searching and Browsing Communities by Content and Interaction.

[BibT_eX]

[DOI]

Hongyun Cai

Vincent Wenchen Zheng

Penghe Chen

Fanwei Zhu

Kevin Chen-Chuan Chang

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Leveraging Weak Semantic Relevance for Complex Video Event Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Multi-attention Network for One Shot Learning.

[BibT_eX]

[DOI]

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

Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

An Integrated Model for Effective Saliency Prediction.

[BibT_eX]

[DOI]

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

Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton.

[BibT_eX]

[DOI]

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

2016

Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2016

Scalable Video Event Retrieval by Visual State Binary Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

A Distance-Computation-Free Search Scheme for Binary Code Databases.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Robust spatial-temporal deep model for multimedia event detection.

[BibT_eX]

[DOI]

Litao Yu

Xiaoshuai Sun

Neurocomputing, 2016

Binary Subspace Coding for Query-by-Image Video Retrieval.

[BibT_eX]

[DOI]

CoRR, 2016

Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps.

[BibT_eX]

[DOI]

CoRR, 2016

Bidirectional Long-Short Term Memory for Video Description.

[BibT_eX]

[DOI]

CoRR, 2016

Quartet-net Learning for Visual Instance Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A Unified Framework for Discrete Spectral Clustering.

[BibT_eX]

[DOI]

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

What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Supervised Robust Discrete Multimodal Hashing for Cross-Media Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Using Detected Visual Objects to Index Video Database.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2016

2015

Social event identification and ranking on flickr.

[BibT_eX]

[DOI]

World Wide Web, 2015

Heterogeneous Environment Aware Streaming Graph Partitioning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Keyword Search Over Probabilistic RDF Graphs.

[BibT_eX]

[DOI]

Xiang Lian

Lei Chen

IEEE Trans. Knowl. Data Eng., 2015

Indexing Evolving Events from Tweet Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

UQMG @ TRECVID 2015: Instance Search.

[BibT_eX]

[DOI]

Jiewei Cao

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

A Multi-label Least-Squares Hashing For Scalable Image Search.

[BibT_eX]

[DOI]

Shengsheng Wang

Xin-Shun Xu

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

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

Spatial-aware Multimodal Location Estimation for Social Images.

[BibT_eX]

[DOI]

Jiewei Cao

Yang Yang

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

What are Popular: Exploring Twitter Features for Event Detection, Tracking and Visualization.

[BibT_eX]

[DOI]

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

Truth Discovery in Material Science Databases.

[BibT_eX]

[DOI]

Eve Bélisle

Aimen Gheribi

Proceedings of the Databases Theory and Applications, 2015

2014

On the Influence Propagation of Web Videos.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

A Sparse Embedding and Least Variance Encoding Approach to Hashing.

[BibT_eX]

[DOI]

Xiaofeng Zhu

Lei Zhang

IEEE Trans. Image Process., 2014

Robust Hashing With Local Models for Approximate Similarity Search.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

A temporal context-aware model for user behavior modeling in social media systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

WeMash: An Online System for Web Video Mashup.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

EventEye: Monitoring Evolving Events from Tweet Streams.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

UQ-DKE's Participation at MediaEval 2014 Placing Task.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

Scalable Gaussian Process Regression for Prediction of Material Properties.

[BibT_eX]

[DOI]

Eve Bélisle

Aimen Gheribi

Proceedings of the Databases Theory and Applications, 2014

2013

Sparse hashing for fast multimedia search.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2013

Video-to-Shot Tag Propagation by Graph Sparse Group Lasso.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

IEEE Trans. Multim., 2013

Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

A Gram-Based String Paradigm for Efficient Video Subsequence Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Image classification with manifold learning for out-of-sample data.

[BibT_eX]

[DOI]

Signal Process., 2013

Self-taught dimensionality reduction on the high-dimensional small-sized data.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Local image tagging via graph regularized joint group sparsity.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Near-duplicate video retrieval: Current research and future trends.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2013

Imagilar: A Real-Time Image Similarity Search System on Mobile Platform.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Spatio-temporal Event Modeling and Ranking.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Inter-media hashing for large-scale retrieval from heterogeneous data sources.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Multi-View Visual Classification via a Mixed-Norm Regularizer.

[BibT_eX]

[DOI]

Xiaofeng Zhu

Xindong Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Linear cross-modal hashing for efficient multimedia search.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Presenting diverse location views with real-time near-duplicate photo elimination.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Near-Optimal Partial Linear Scan for Nearest Neighbor Search in High-Dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2013

2012

Automatic tagging by exploring tag information capability and correlation.

[BibT_eX]

[DOI]

World Wide Web, 2012

Quick identification of near-duplicate video sequences with cut signature.

[BibT_eX]

[DOI]

World Wide Web, 2012

Discovering the Most Influential Sites over Uncertain Data: A Rank-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Extracting representative motion flows for effective video retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2012

On the Prediction of Re-tweeting Activities in Social Networks - A Report on WISE 2012 Challenge.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Robust cross-media transfer for visual event detection.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Discovering areas of interest with geo-tagged images and check-ins.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Context Sensitive Tag Expansion with Information Inference.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2012

2011

Mining multi-tag association for image tagging.

[BibT_eX]

[DOI]

World Wide Web, 2011

Correlation-based retrieval for heavily changed near-duplicate videos.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2011

Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2011

UQMSG Experiments for TRECVID 2011.

[BibT_eX]

[DOI]

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Effective data co-reduction for multimedia similarity search.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Video-to-shot tag allocation by weighted sparse group lasso.

[BibT_eX]

[DOI]

Xiaofeng Zhu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Transfer tagging from image to video.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Multiple feature hashing for real-time large scale near-duplicate video retrieval.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

l<sub>2, 1</sub>-Norm Regularized Discriminative Feature Selection for Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Probabilistic Image Tagging with Tags Expanded By Text-Based Search.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

Tag localization with spatial correlations and joint group sparsity.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Tagging Image with Informative and Correlative Tags.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010

Mining near-duplicate graph for cluster-based reranking of web video search results.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2010

Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Efficient and Continuous Near-duplicate Video Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web Technologies and Applications, 2010

2009

Speed up interactive image retrieval.

[BibT_eX]

[DOI]

VLDB J., 2009

Bounded coordinate system indexing for real-time video clip search.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2009

Effective and Efficient Query Processing for Video Subsequence Identification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Interactive near-duplicate video retrieval and detection.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

High-dimensional indexing with oriented cluster representation for multimedia databases.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Dimension-Specific Search for Multimedia Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

2008

Batch Nearest Neighbor Search for Video Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2008

Localized Co-Occurrence Model for Fast Approximate Search in 3D Structure Databases.

[BibT_eX]

[DOI]

Xiaofang Zhou

IEEE Trans. Knowl. Data Eng., 2008

Distribution-based similarity measures for multi-dimensional point set retrieval applications.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Locality condensation: a new dimensionality reduction method for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Dissimilarity measures for content-based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007

Summarization-based similarity search for complex databases

[BibT_eX]

[DOI]