Zi Huang

Orcid: 0000-0002-9738-4949

Affiliations:
  • University of Queensland, Brisbane, Australia


According to our database1, Zi Huang authored at least 319 papers between 2003 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Focusing on Relevant Responses for Multi-Modal Rumor Detection.
IEEE Trans. Knowl. Data Eng., November, 2024

AI empowered Auslan learning for parents of deaf children and children of deaf adults.
AI Ethics, November, 2024

Explicit Knowledge Graph Reasoning for Conversational Recommendation.
ACM Trans. Intell. Syst. Technol., August, 2024

Editorial on the Special Issue of the World Wide Web journal with selected papers from the 22nd International Conference on Web Information Systems Engineering (WISE).
World Wide Web (WWW), July, 2024

Filter-based Stance Network for Rumor Verification.
ACM Trans. Inf. Syst., July, 2024

Self-Supervised Learning for Recommender Systems: A Survey.
IEEE Trans. Knowl. Data Eng., January, 2024

Calligraphy Font Generation via Explicitly Modeling Location-Aware Glyph Component Deformations.
IEEE Trans. Multim., 2024

Effective and Robust Adversarial Training Against Data and Label Corruptions.
IEEE Trans. Multim., 2024

TextAdapter: Self-Supervised Domain Adaptation for Cross-Domain Text Recognition.
IEEE Trans. Multim., 2024

BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge.
IEEE Trans. Multim., 2024

Noisy-Aware Unsupervised Domain Adaptation for Scene Text Recognition.
IEEE Trans. Image Process., 2024

Tokens on Demand: Token Condensation as Training-free Test-time Adaptation.
CoRR, 2024

CF-PRNet: Coarse-to-Fine Prototype Refining Network for Point Cloud Completion and Reconstruction.
CoRR, 2024

PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation.
CoRR, 2024

FastEdit: Fast Text-Guided Single-Image Editing via Semantic-Aware Diffusion Fine-Tuning.
CoRR, 2024

A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems.
CoRR, 2024

DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection.
CoRR, 2024

MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection.
CoRR, 2024

GCondenser: Benchmarking Graph Condensation.
CoRR, 2024

CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation.
CoRR, 2024

Universal Adversarial Perturbations for Vision-Language Pre-trained Models.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

CaseLink: Inductive Graph Learning for Legal Case Retrieval.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Event-Content-Oriented Dialogue Generation in Short Video.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Edge Deployable Online Domain Adaptation for Underwater Object Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024

Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multi-Stage Learning for Radar Pulse Activity Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2024

CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs.
Proceedings of the Advances in Information Retrieval, 2024

OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection.
Proceedings of the Computer Vision - ECCV 2024, 2024

Find n' Propagate: Open-Vocabulary 3D Object Detection in Urban Environments.
Proceedings of the Computer Vision - ECCV 2024, 2024

Physics-guided Active Sample Reweighting for Urban Flow Prediction.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Source-Free Progressive Graph Learning for Open-Set Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modeling.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Proactive Privacy-preserving Learning for Cross-modal Retrieval.
ACM Trans. Inf. Syst., April, 2023

Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph.
IEEE Trans. Knowl. Data Eng., April, 2023

DeHIN: A Decentralized Framework for Embedding Large-Scale Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng., April, 2023

A multi-layer memory sharing network for video captioning.
Pattern Recognit., April, 2023

Editorial for Special Issue on Large-scale Pre-training: Data, Models, and Fine-tuning.
Mach. Intell. Res., April, 2023

Long short-term enhanced memory for sequential recommendation.
World Wide Web (WWW), March, 2023

Video Captioning by Learning from Global Sentence and Looking Ahead.
ACM Trans. Multim. Comput. Commun. Appl., 2023

GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning.
IEEE Trans. Multim., 2023

Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning.
IEEE Trans. Knowl. Data Eng., 2023

PUMA: Efficient Continual Graph Learning with Graph Condensation.
CoRR, 2023

In Search of Lost Online Test-time Adaptation: A Survey.
CoRR, 2023

Understanding the Effects of Projectors in Knowledge Distillation.
CoRR, 2023

Towards Open World Active Learning for 3D Object Detection.
CoRR, 2023

Divide and Ensemble: Progressively Learning for the Unknown.
CoRR, 2023

UQ at #SMM4H 2023: ALEX for Public Health Analysis with Social Media.
CoRR, 2023

Semi-decentralized Federated Ego Graph Learning for Recommendation.
Proceedings of the ACM Web Conference 2023, 2023

FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency Modification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-head Siamese Prototype Learning against both Data and Label Corruption.
Proceedings of the ACM Multimedia Asia 2023, 2023

Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Zero-Shot Learning by Harnessing Adversarial Samples.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Exploring Active 3D Object Detection from a Generalization Perspective.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning Efficient Unsupervised Satellite Image-based Building Damage Detection.
Proceedings of the IEEE International Conference on Data Mining, 2023

CaT: Balanced Continual Graph Learning with Graph Condensation.
Proceedings of the IEEE International Conference on Data Mining, 2023

OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Kecor: Kernel Coding Rate Maximization for Active 3D Object Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multi-Task Learning For Radar Signal Characterisation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Object-Goal Visual Navigation via Effective Exploration of Relations Among Historical Navigation States.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Toward a Unified Framework for RGB and RGB-D Visual Navigation.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Special issue on responsible data management and data science.
VLDB J., 2022

Exploiting Positional Information for Session-Based Recommendation.
ACM Trans. Inf. Syst., 2022

Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval.
IEEE Trans. Multim., 2022

Enhancing Social Recommendation With Adversarial Graph Convolutional Networks.
IEEE Trans. Knowl. Data Eng., 2022

MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Suicidal ideation and mental disorder detection with attentive relation networks.
Neural Comput. Appl., 2022

Self-supervised Graph-based Point-of-interest Recommendation.
CoRR, 2022

Federated Zero-Shot Learning for Visual Recognition.
CoRR, 2022

N-Cloth: Predicting 3D Cloth Deformation with Mesh-Based Networks.
Comput. Graph. Forum, 2022

PipAttack: Poisoning Federated Recommender Systems for Manipulating Item Promotion.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.
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.
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.
Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

IDEAL: High-Order-Ensemble Adaptation Network for Learning with Noisy Labels.
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.
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.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Discovering Domain Disentanglement for Generalized Multi-Source Domain Adaptation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Beyond Double Ascent via Recurrent Neural Tangent Kernel in Sequential Recommendation.
Proceedings of the IEEE International Conference on Data Mining, 2022

Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning (Extended Abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
High-order nonlocal Hashing for unsupervised cross-modal retrieval.
World Wide Web, 2021

Attribute-aware explainable complementary clothing recommendation.
World Wide Web, 2021

Inductive Structure Consistent Hashing via Flexible Semantic Calibration.
IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction.
IEEE Trans. Multim., 2021

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing.
IEEE Trans. Knowl. Data Eng., 2021

Collaborative Learning for Extremely Low Bit Asymmetric Hashing.
IEEE Trans. Knowl. Data Eng., 2021

On Both Cold-Start and Long-Tail Recommendation with Social Data.
IEEE Trans. Knowl. Data Eng., 2021

Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications.
IEEE Trans. Comput. Soc. Syst., 2021

PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion.
CoRR, 2021

Domain Adaptive Semantic Segmentation without Source Data.
CoRR, 2021

Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation.
CoRR, 2021

Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling.
CoRR, 2021

Enhanced Modality Transition for Image Captioning.
CoRR, 2021

Semantic Disentangling Generalized Zero-Shot Learning.
CoRR, 2021

Graph Embedding for Recommendation against Attribute Inference Attacks.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Privacy Protection in Deep Multi-modal Retrieval.
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.
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.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Domain Adaptive Semantic Segmentation without Source Data.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Imbalanced Source-free Domain Adaptation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Transferrable and Interpretable Representations for Domain Generalization.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Mitigating Generation Shifts for Generalized Zero-Shot Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Local Graph Convolutional Networks for Cross-Modal Hashing.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Elastic Embeddings for Customizing On-Device Recommenders.
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.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation.
Proceedings of the IEEE International Conference on Data Mining, 2021

DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Learning to Diversify for Single Domain Generalization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Semantics Disentangling for Generalized Zero-Shot Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Temporal Modification of Event Kinds.
Proceedings of the Selected Reflections in Language, Logic, and Information - ESSLLI 2019, 2021

Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning.
Proceedings of the Databases Theory and Applications, 2021

Modeling Daily Crime Events Prediction Using Seq2Seq Architecture.
Proceedings of the Databases Theory and Applications, 2021

Proactive Privacy-preserving Learning for Retrieval.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
CRSAL: Conversational Recommender Systems with Adversarial Learning.
ACM Trans. Inf. Syst., 2020

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks.
ACM Trans. Inf. Syst., 2020

Bidirectional Discrete Matrix Factorization Hashing for Image Search.
IEEE Trans. Cybern., 2020

Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning.
Neural Process. Lett., 2020

Correction to: Deep-Sea Organisms Tracking Using Dehazing and Deep Learning.
Mob. Networks Appl., 2020

Deep-Sea Organisms Tracking Using Dehazing and Deep Learning.
Mob. Networks Appl., 2020

Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and Applications.
IEEE Multim., 2020

Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph.
CoRR, 2020

ORD: Object Relationship Discovery for Visual Dialogue Generation.
CoRR, 2020

Enhance Social Recommendation with Adversarial Graph Convolutional Networks.
CoRR, 2020

Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices.
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.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection.
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.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Try This Instead: Personalized and Interpretable Substitute Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Semantics-Reconstructing Hashing for Cross-Modal Retrieval.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Fashion Recommendation with Multi-relational Representation Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Prototype-Matching Graph Network for Heterogeneous Domain Adaptation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Adversarial Bipartite Graph Learning for Video Domain Adaptation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders.
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.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Human Consensus-Oriented Image Captioning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Progressive Graph Learning for Open-Set Domain Adaptation.
Proceedings of the 37th International Conference on Machine Learning, 2020

Group Recommendation with Latent Voting Mechanism.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Completely Unsupervised Cross-Modal Hashing.
Proceedings of the Database Systems for Advanced Applications, 2020

PAIC: Parallelised Attentive Image Captioning.
Proceedings of the Databases Theory and Applications, 2020

Graph-Based Relation-Aware Representation Learning for Clothing Matching.
Proceedings of the Databases Theory and Applications, 2020

Semi-supervised Cross-Modal Hashing with Graph Convolutional Networks.
Proceedings of the Databases Theory and Applications, 2020

Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Embedding and predicting the event at early stage.
World Wide Web, 2019

Heterogeneous Domain Adaptation Through Progressive Alignment.
IEEE Trans. Neural Networks Learn. Syst., 2019

Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information.
IEEE Trans. Knowl. Data Eng., 2019

Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding.
IEEE Trans. Image Process., 2019

Discrete Hashing With Multiple Supervision.
IEEE Trans. Image Process., 2019

Transfer Independently Together: A Generalized Framework for Domain Adaptation.
IEEE Trans. Cybern., 2019

Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling.
CoRR, 2019

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language.
CoRR, 2019

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.
CoRR, 2019

Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval.
CoRR, 2019

Deep Collaborative Discrete Hashing with Semantic-Invariant Structure.
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.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Alleviating Feature Confusion for Generative Zero-shot Learning.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cycle-consistent Conditional Adversarial Transfer Networks.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Enhancing Collaborative Filtering with Generative Augmentation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Agile Domain Adaptation.
Proceedings of the International Joint Conference on Neural Networks, 2019

Learning Private Neural Language Modeling with Attentive Aggregation.
Proceedings of the International Joint Conference on Neural Networks, 2019

Adaptive Component Embedding for Unsupervised Domain Adaptation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Domain Adaptation Approach for Multistream Classification.
Proceedings of the Database Systems for Advanced Applications, 2019

Multi-hop Path Queries over Knowledge Graphs with Neural Memory Networks.
Proceedings of the Database Systems for Advanced Applications, 2019

Leveraging the Invariant Side of Generative Zero-Shot Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

SADIH: Semantic-Aware DIscrete Hashing.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

From Zero-Shot Learning to Cold-Start Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

MR-NET: Exploiting Mutual Relation for Visual Relationship Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Exploiting detected visual objects for frame-level video filtering.
World Wide Web, 2018

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2018

Robust discrete code modeling for supervised hashing.
Pattern Recognit., 2018

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Mobi-SAGE-RS: A sparse additive generative model-based mobile application recommender system.
Knowl. Based Syst., 2018

Learning Discrete Hashing Towards Efficient Fashion Recommendation.
Data Sci. Eng., 2018

Discrete Deep Learning for Fast Content-Aware Recommendation.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Streaming Ranking Based Recommender Systems.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Look Deeper See Richer: Depth-aware Image Paragraph Captioning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

I read, I saw, I tell: Texts Assisted Fine-Grained Visual Classification.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Neural Memory Streaming Recommender Networks with Adversarial Training.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Joint Event-Partner Recommendation in Event-Based Social Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Restricted Boltzmann Machine Based Active Learning for Sparse Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2018

Discrete Binary Hashing Towards Efficient Fashion Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2018

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation.
Proceedings of the Database Systems for Advanced Applications, 2018

Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

TSAUB: A Temporal-Sentiment-Aware User Behavior Model for Personalized Recommendation.
Proceedings of the Databases Theory and Applications, 2018

2017
Ranking weighted clustering coefficient in large dynamic graphs.
World Wide Web, 2017

Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search.
IEEE Trans. Multim., 2017

Discrete Nonnegative Spectral Clustering.
IEEE Trans. Knowl. Data Eng., 2017

Fast Parallel Path Concatenation for Graph Extraction.
IEEE Trans. Knowl. Data Eng., 2017

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis.
IEEE Trans. Image Process., 2017

Hierarchical Latent Concept Discovery for Video Event Detection.
IEEE Trans. Image Process., 2017

From Community Detection to Community Profiling.
Proc. VLDB Endow., 2017

Guest Editorial: Knowledge-Based Multimedia Computing.
Multim. Tools Appl., 2017

Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search.
CoRR, 2017

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage.
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.
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.
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.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Local Deep Descriptors in Bag-of-Words for Image Retrieval.
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.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Transductive Visual-Semantic Embedding for Zero-shot Learning.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

SocialLens: Searching and Browsing Communities by Content and Interaction.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Leveraging Weak Semantic Relevance for Complex Video Event Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Multi-attention Network for One Shot Learning.
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.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

An Integrated Model for Effective Saliency Prediction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton.
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.
ACM Trans. Inf. Syst., 2016

Scalable Video Event Retrieval by Visual State Binary Embedding.
IEEE Trans. Multim., 2016

A Distance-Computation-Free Search Scheme for Binary Code Databases.
IEEE Trans. Multim., 2016

Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents.
IEEE Trans. Image Process., 2016

Robust spatial-temporal deep model for multimedia event detection.
Neurocomputing, 2016

Binary Subspace Coding for Query-by-Image Video Retrieval.
CoRR, 2016

Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps.
CoRR, 2016

Bidirectional Long-Short Term Memory for Video Description.
CoRR, 2016

Quartet-net Learning for Visual Instance Retrieval.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A Unified Framework for Discrete Spectral Clustering.
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.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Supervised Robust Discrete Multimodal Hashing for Cross-Media Retrieval.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Using Detected Visual Objects to Index Video Database.
Proceedings of the Databases Theory and Applications, 2016

2015
Social event identification and ranking on flickr.
World Wide Web, 2015

Heterogeneous Environment Aware Streaming Graph Partitioning.
IEEE Trans. Knowl. Data Eng., 2015

Keyword Search Over Probabilistic RDF Graphs.
IEEE Trans. Knowl. Data Eng., 2015

Indexing Evolving Events from Tweet Streams.
IEEE Trans. Knowl. Data Eng., 2015

UQMG @ TRECVID 2015: Instance Search.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

A Multi-label Least-Squares Hashing For Scalable Image Search.
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.
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.
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.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Truth Discovery in Material Science Databases.
Proceedings of the Databases Theory and Applications, 2015

2014
On the Influence Propagation of Web Videos.
IEEE Trans. Knowl. Data Eng., 2014

A Sparse Embedding and Least Variance Encoding Approach to Hashing.
IEEE Trans. Image Process., 2014

Robust Hashing With Local Models for Approximate Similarity Search.
IEEE Trans. Cybern., 2014

SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search.
Proc. VLDB Endow., 2014

A temporal context-aware model for user behavior modeling in social media systems.
Proceedings of the International Conference on Management of Data, 2014

WeMash: An Online System for Web Video Mashup.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

EventEye: Monitoring Evolving Events from Tweet Streams.
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.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging.
Proceedings of the Database Systems for Advanced Applications, 2014

Scalable Gaussian Process Regression for Prediction of Material Properties.
Proceedings of the Databases Theory and Applications, 2014

2013
Sparse hashing for fast multimedia search.
ACM Trans. Inf. Syst., 2013

Video-to-Shot Tag Propagation by Graph Sparse Group Lasso.
IEEE Trans. Multim., 2013

Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis.
IEEE Trans. Multim., 2013

Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval.
IEEE Trans. Multim., 2013

A Gram-Based String Paradigm for Efficient Video Subsequence Search.
IEEE Trans. Multim., 2013

Image classification with manifold learning for out-of-sample data.
Signal Process., 2013

Self-taught dimensionality reduction on the high-dimensional small-sized data.
Pattern Recognit., 2013

Local image tagging via graph regularized joint group sparsity.
Pattern Recognit., 2013

Near-duplicate video retrieval: Current research and future trends.
ACM Comput. Surv., 2013

Imagilar: A Real-Time Image Similarity Search System on Mobile Platform.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Spatio-temporal Event Modeling and Ranking.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Inter-media hashing for large-scale retrieval from heterogeneous data sources.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Multi-View Visual Classification via a Mixed-Norm Regularizer.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Linear cross-modal hashing for efficient multimedia search.
Proceedings of the ACM Multimedia Conference, 2013

Presenting diverse location views with real-time near-duplicate photo elimination.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Near-Optimal Partial Linear Scan for Nearest Neighbor Search in High-Dimensional Space.
Proceedings of the Database Systems for Advanced Applications, 2013

2012
Automatic tagging by exploring tag information capability and correlation.
World Wide Web, 2012

Quick identification of near-duplicate video sequences with cut signature.
World Wide Web, 2012

Discovering the Most Influential Sites over Uncertain Data: A Rank-Based Approach.
IEEE Trans. Knowl. Data Eng., 2012

Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis.
Pattern Recognit., 2012

Extracting representative motion flows for effective video retrieval.
Multim. Tools Appl., 2012

On the Prediction of Re-tweeting Activities in Social Networks - A Report on WISE 2012 Challenge.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Robust cross-media transfer for visual event detection.
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.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Context Sensitive Tag Expansion with Information Inference.
Proceedings of the Database Systems for Advanced Applications, 2012

2011
Mining multi-tag association for image tagging.
World Wide Web, 2011

Correlation-based retrieval for heavily changed near-duplicate videos.
ACM Trans. Inf. Syst., 2011

Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval.
IEEE Trans. Multim., 2011

UQMSG Experiments for TRECVID 2011.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Effective data co-reduction for multimedia similarity search.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Video-to-shot tag allocation by weighted sparse group lasso.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Transfer tagging from image to video.
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.
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.
Proceedings of the IJCAI 2011, 2011

Probabilistic Image Tagging with Tags Expanded By Text-Based Search.
Proceedings of the Database Systems for Advanced Applications, 2011

Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space.
Proceedings of the Database Systems for Advanced Applications, 2011

Tag localization with spatial correlations and joint group sparsity.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Tagging Image with Informative and Correlative Tags.
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.
ACM Trans. Inf. Syst., 2010

Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams.
IEEE Trans. Multim., 2010

Efficient and Continuous Near-duplicate Video Detection.
Proceedings of the Advances in Web Technologies and Applications, 2010

2009
Speed up interactive image retrieval.
VLDB J., 2009

Bounded coordinate system indexing for real-time video clip search.
ACM Trans. Inf. Syst., 2009

Effective and Efficient Query Processing for Video Subsequence Identification.
IEEE Trans. Knowl. Data Eng., 2009

Interactive near-duplicate video retrieval and detection.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

High-dimensional indexing with oriented cluster representation for multimedia databases.
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.
Proceedings of the 25th International Conference on Data Engineering, 2009

Dimension-Specific Search for Multimedia Retrieval.
Proceedings of the Database Systems for Advanced Applications, 2009

2008
Batch Nearest Neighbor Search for Video Retrieval.
IEEE Trans. Multim., 2008

Localized Co-Occurrence Model for Fast Approximate Search in 3D Structure Databases.
IEEE Trans. Knowl. Data Eng., 2008

Distribution-based similarity measures for multi-dimensional point set retrieval applications.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Locality condensation: a new dimensionality reduction method for image retrieval.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Dissimilarity measures for content-based image retrieval.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007
Summarization-based similarity search for complex databases
PhD thesis, 2007

UQLIPS: A Real-time Near-duplicate Video Clip Detection System.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

The University of Queensland at TRECVID 2007 Search Task.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Dimensionality reduction for dimension-specific search.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Statistical summarization of content features for fast near-duplicate video detection.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Dynamic Batch Nearest Neighbor Search in Video Retrieval.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Dual Dimensionality Reduction for Efficient Video Similarity Search.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

2006
3D Protein Structure Matching by Patch Signatures.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Dimensionality reduction in patch-signature based protein structure matching.
Proceedings of the Database Technologies 2006, 2006

2005
High dimensional indexing for protein structure matching using bowties.
Proceedings of 3rd Asia-Pacific Bioinformatics Conference, 17-21 January 2005, Singapore, 2005

2003
Classifying Document Titles Based on Information Inference.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Belief Revision for Adaptive Negotiation Agents.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003


  Loading...