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Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis

IEEE transactions on affective computing, 2023-07, Vol.14 (3), p.2276-2289

2023

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Learning to Balance the Learning Rates Between Various Modalities via Adaptive Tracking Factor

IEEE signal processing letters, 2021, Vol.28, p.1650-1654

2021

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Adapted Dynamic Memory Network for Emotion Recognition in Conversation

IEEE transactions on affective computing, 2022-07, Vol.13 (3), p.1426-1439

2022

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Multimodal Reaction: Information Modulation for Cross-Modal Representation Learning

IEEE transactions on multimedia, 2024, Vol.26, p.2178-2191

2024

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A Unimodal Reinforced Transformer With Time Squeeze Fusion for Multimodal Sentiment Analysis

IEEE signal processing letters, 2021, Vol.28, p.992-996

2021

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A Unimodal Representation Learning and Recurrent Decomposition Fusion Structure for Utterance-Level Multimodal Embedding Learning

IEEE transactions on multimedia, 2022, Vol.24, p.2488-2501

2022

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Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations

IEEE transactions on multimedia, 2023, Vol.25, p.4121-4134

2023

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Analyzing Multimodal Sentiment Via Acoustic- and Visual-LSTM With Channel-Aware Temporal Convolution Network

IEEE/ACM transactions on audio, speech, and language processing, 2021, Vol.29, p.1424-1437

2021

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Subgraph-Aware Few-Shot Inductive Link Prediction Via Meta-Learning

IEEE transactions on knowledge and data engineering, 2023-06, Vol.35 (6), p.6512-6517

2023

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Learning to Learn Better Unimodal Representations via Adaptive Multimodal Meta-Learning

IEEE transactions on affective computing, 2023-07, Vol.14 (3), p.2209-2223

2023

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Multimodal Boosting: Addressing Noisy Modalities and Identifying Modality Contribution

IEEE transactions on multimedia, 2024-01, Vol.26, p.3018-3033

2024

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SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor

Briefings in bioinformatics, 2023-07, Vol.24 (4)

2023

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Interpretable Multimodal Capsule Fusion

IEEE/ACM transactions on audio, speech, and language processing, 2022, Vol.30, p.1815-1826

2022

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Effects of environmental factors on vertical distribution of the eukaryotic plankton community in early summer in Danjiangkou Reservoir, China

Frontiers in ecology and evolution, 2023-11, Vol.11

2023

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Contextual relation embedding and interpretable triplet capsule for inductive relation prediction

Neurocomputing (Amsterdam), 2022-09, Vol.505, p.80-91

2022

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Learning from the global view: Supervised contrastive learning of multimodal representation

Information fusion, 2023-12, Vol.100, p.101920, Article 101920

2023

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Attentive matching network for few-shot learning

Computer vision and image understanding, 2019-10, Vol.187, p.102781, Article 102781

2019

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Relation-dependent contrastive learning with cluster sampling for inductive relation prediction

Neurocomputing (Amsterdam), 2024-04, Vol.579, p.127425, Article 127425

2024

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Disentanglement Translation Network for multimodal sentiment analysis

Information fusion, 2024-02, Vol.102, p.102031, Article 102031

2024

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Excavating multimodal correlation for representation learning

Information fusion, 2023-03, Vol.91, p.542-555

2023

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Predicting Links in Knowledge Graphs with CAFT: Canonical Correlation Analysis and Fusing Tensor Model

Computing in science & engineering, 2024, p.1-10

2024

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Multimodal Graph for Unaligned Multimodal Sequence Analysis via Graph Convolution and Graph Pooling

ACM transactions on multimedia computing communications and applications, 2023-02, Vol.19 (2), p.1-24, Article 54

2023

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Dynamic graph dropout for subgraph-based relation prediction

Knowledge-based systems, 2022-08, Vol.250, p.109172, Article 109172

2022

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“以火为政”:明清时期梧州城火政与区域社会的变迁

She hui, 2018-01, Vol.38 (1), p.81

MAI, Sijie

2018

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Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2020, Vol.34 (1), p.164-172

2020

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Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis

Learning to Balance the Learning Rates Between Various Modalities via Adaptive Tracking Factor

Adapted Dynamic Memory Network for Emotion Recognition in Conversation

Multimodal Reaction: Information Modulation for Cross-Modal Representation Learning

A Unimodal Reinforced Transformer With Time Squeeze Fusion for Multimodal Sentiment Analysis

A Unimodal Representation Learning and Recurrent Decomposition Fusion Structure for Utterance-Level Multimodal Embedding Learning

Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations

Analyzing Multimodal Sentiment Via Acoustic- and Visual-LSTM With Channel-Aware Temporal Convolution Network

Subgraph-Aware Few-Shot Inductive Link Prediction Via Meta-Learning

Learning to Learn Better Unimodal Representations via Adaptive Multimodal Meta-Learning

Multimodal Boosting: Addressing Noisy Modalities and Identifying Modality Contribution

SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor

Interpretable Multimodal Capsule Fusion

Effects of environmental factors on vertical distribution of the eukaryotic plankton community in early summer in Danjiangkou Reservoir, China

Contextual relation embedding and interpretable triplet capsule for inductive relation prediction

Learning from the global view: Supervised contrastive learning of multimodal representation

Attentive matching network for few-shot learning

Relation-dependent contrastive learning with cluster sampling for inductive relation prediction

Disentanglement Translation Network for multimodal sentiment analysis

Excavating multimodal correlation for representation learning

Predicting Links in Knowledge Graphs with CAFT: Canonical Correlation Analysis and Fusing Tensor Model

Multimodal Graph for Unaligned Multimodal Sequence Analysis via Graph Convolution and Graph Pooling

Dynamic graph dropout for subgraph-based relation prediction

“以火为政”:明清时期梧州城火政与区域社会的变迁

Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion

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