Shengsheng Qian

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

Multi-Hop Multi-View Memory Transformer for Session-Based Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., November, 2024

Distribution-Guided Hierarchical Calibration Contrastive Network for Unsupervised Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., August, 2024

MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Comment-Context Dual Collaborative Masked Transformer Network for Fake News Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Positive Unlabeled Fake News Detection via Multi-Modal Masked Transformer Network.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Nonparametric Clustering-Guided Cross-View Contrastive Learning for Partially View-Aligned Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Tri-relational multi-faceted graph neural networks for automatic question tagging.

[BibT_eX]

[DOI]

Neurocomputing, 2024

AAGNN: Adaptive Airport Graph Neural Network for flight sequence prediction.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Kwai-STaR: Transform LLMs into State-Transition Reasoners.

[BibT_eX]

[DOI]

CoRR, 2024

From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

T<sup>3</sup>RD: Test-Time Training for Rumor Detection on Social Media.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Few-Shot Multimodal Explanation for Visual Question Answering.

[BibT_eX]

[DOI]

Dizhan Xue

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Adversarial Heterogeneous Graph Neural Network for Robust Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., October, 2023

Debiased Video-Text Retrieval via Soft Positive Sample Calibration.

[BibT_eX]

[DOI]

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

Integrating Multi-Label Contrastive Learning With Dual Adversarial Graph Neural Networks for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2023

User Cold-Start Recommendation via Inductive Heterogeneous Graph Neural Network.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2023

Robust Video-Text Retrieval Via Noisy Pair Calibration.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Multimodal Graph Contrastive Learning for Multimedia-Based Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Heterogeneous Graph Contrastive Learning Network for Personalized Micro-Video Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey on Interpretable Cross-modal Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Open-World Social Event Classification.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

C2MR: Continual Cross-Modal Retrieval for Streaming Multi-modal Data.

[BibT_eX]

[DOI]

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

Transformer based Multi-modal Memory-augmented Masked Network for Air Crisis Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

ATCBERT: Few-shot Intent Recognition for Air Traffic Control Instruction Understanding.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Variational Causal Inference Network for Explanatory Visual Question Answering.

[BibT_eX]

[DOI]

Dizhan Xue

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TOAC: Try-On Aligning Conformer for Image-Based Virtual Try-On Alignment.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022

Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Adaptive Label-Aware Graph Convolutional Networks for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

TCKGE: Transformers with contrastive learning for knowledge graph embedding.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2022

MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering.

[BibT_eX]

[DOI]

CoRR, 2022

MMT: Image-guided Story Ending Generation with Multimodal Memory Transformer.

[BibT_eX]

[DOI]

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

Adaptive Transformer-Based Conditioned Variational Autoencoder for Incomplete Social Event Classification.

[BibT_eX]

[DOI]

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

Adaptive Anti-Bottleneck Multi-Modal Graph Learning Network for Personalized Micro-video Recommendation.

[BibT_eX]

[DOI]

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

2021

Knowledge-aware Multi-modal Adaptive Graph Convolutional Networks for Fake News Detection.

[BibT_eX]

[DOI]

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

Multimodal Disentangled Domain Adaption for Social Media Event Rumor Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Context-Dependent Propagating-Based Video Recommendation in Multimodal Heterogeneous Information Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Heterogeneous Community Question Answering via Social-Aware Multi-Modal Co-Attention Convolutional Matching.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Knowledge Graph enhanced Neural Collaborative Filtering with Residual Recurrent Network.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Knowledge graph enhanced neural collaborative recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Contrastive Adaptive Propagation Graph Neural Networks for Efficient Graph Learning.

[BibT_eX]

[DOI]

CoRR, 2021

GRecX: An Efficient and Unified Benchmark for GNN-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Fake News Detection via Multi-Modal Topic Memory Network.

[BibT_eX]

[DOI]

IEEE Access, 2021

Multi-Level Multi-Modal Cross-Attention Network for Fake News Detection.

[BibT_eX]

[DOI]

IEEE Access, 2021

Hierarchical Multi-modal Contextual Attention Network for Fake News Detection.

[BibT_eX]

[DOI]

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

Efficient Graph Deep Learning in TensorFlow with tf_geometric.

[BibT_eX]

[DOI]

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

Global Relation-Aware Attention Network for Image-Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval.

[BibT_eX]

[DOI]

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

Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval.

[BibT_eX]

[DOI]

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

2020

Image to Modern Chinese Poetry Creation via a Constrained Topic-aware Model.

[BibT_eX]

[DOI]

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

Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network.

[BibT_eX]

[DOI]

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

Knowledge-Based Topic Model for Multi-Modal Social Event Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

Multimodal graph convolutional networks for high quality content recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval.

[BibT_eX]

[DOI]

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

Multi-modal Multi-relational Feature Aggregation Network for Medical Knowledge Representation Learning.

[BibT_eX]

[DOI]

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

Multi-modal Attentive Graph Pooling Model for Community Question Answer Matching.

[BibT_eX]

[DOI]

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

Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

GAEAT: Graph Auto-Encoder Attention Networks for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

A<sup>2</sup>CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2019

Multi-modal max-margin supervised topic model for social event analysis.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Multi-modal multi-view Bayesian semantic embedding for community question answering.

[BibT_eX]

[DOI]

Neurocomputing, 2019

AAANE: Attention-Based Adversarial Autoencoder for Multi-scale Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering.

[BibT_eX]

[DOI]

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

Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection.

[BibT_eX]

[DOI]

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

Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation.

[BibT_eX]

[DOI]

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

Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching.

[BibT_eX]

[DOI]

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

2018

Online Multimodal Multiexpert Learning for Social Event Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering.

[BibT_eX]

[DOI]

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

CSAN: Contextual Self-Attention Network for User Sequential Recommendation.

[BibT_eX]

[DOI]

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

Attentive Interactive Convolutional Matching for Community Question Answering in Social Multimedia.

[BibT_eX]

[DOI]

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

Representation Learning of Knowledge Graphs with Entity Attributes and Multimedia Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017

A Generic Framework for Social Event Analysis.

[BibT_eX]

[DOI]

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

2016

Multi-Modal Event Topic Model for Social Event Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

2015

Cross-Domain Collaborative Learning in Social Multimedia.

[BibT_eX]

[DOI]

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

2014

Social Event Classification via Boosted Multimodal Supervised Latent Dirichlet Allocation.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2014

Boosted Multi-modal Supervised Latent Dirichlet Allocation for Social Event Classification.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multi-Modal Supervised Latent Dirichlet Allocation for Event Classification in Social Media.

[BibT_eX]

[DOI]