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Sijie Mai
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 42
Top Topics
Multiple Instance
Multimodal Fusion
Weakly Supervised
Sentiment Analysis
Top Venues
CoRR
IEEE Trans. Multim.
IEEE Trans. Affect. Comput.
Inf. Fusion
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Publications
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Ying Zeng
,
Sijie Mai
,
Wenjun Yan
,
Haifeng Hu
Multimodal Reaction: Information Modulation for Cross-Modal Representation Learning.
IEEE Trans. Multim.
26 (2024)
Ying Zeng
,
Wenjun Yan
,
Sijie Mai
,
Haifeng Hu
Disentanglement Translation Network for multimodal sentiment analysis.
Inf. Fusion
102 (2024)
Sijie Mai
,
Ya Sun
,
Aolin Xiong
,
Ying Zeng
,
Haifeng Hu
Multimodal Boosting: Addressing Noisy Modalities and Identifying Modality Contribution.
IEEE Trans. Multim.
26 (2024)
Jianfeng Wu
,
Aolin Xiong
,
Sijie Mai
,
Haifeng Hu
Relation-dependent contrastive learning with cluster sampling for inductive relation prediction.
Neurocomputing
579 (2024)
Ya Sun
,
Sijie Mai
,
Haifeng Hu
Learning to Learn Better Unimodal Representations via Adaptive Multimodal Meta-Learning.
IEEE Trans. Affect. Comput.
14 (3) (2023)
Sijie Mai
,
Ying Zeng
,
Haifeng Hu
Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations.
IEEE Trans. Multim.
25 (2023)
Sijie Mai
,
Songlong Xing
,
Jiaxuan He
,
Ying Zeng
,
Haifeng Hu
Multimodal Graph for Unaligned Multimodal Sequence Analysis via Graph Convolution and Graph Pooling.
ACM Trans. Multim. Comput. Commun. Appl.
19 (2) (2023)
Sijie Mai
,
Ying Zeng
,
Haifeng Hu
Learning from the global view: Supervised contrastive learning of multimodal representation.
Inf. Fusion
100 (2023)
Qin Ren
,
Yu Zhao
,
Bing He
,
Bingzhe Wu
,
Sijie Mai
,
Fan Xu
,
Yueshan Huang
,
Yonghong He
,
Junzhou Huang
,
Jianhua Yao
IIB-MIL: Integrated Instance-Level and Bag-Level Multiple Instances Learning with Label Disambiguation for Pathological Image Analysis.
MICCAI (6)
(2023)
Sijie Mai
,
Ya Sun
,
Ying Zeng
,
Haifeng Hu
Excavating multimodal correlation for representation learning.
Inf. Fusion
91 (2023)
Shuangjia Zheng
,
Sijie Mai
,
Ya Sun
,
Haifeng Hu
,
Yuedong Yang
Subgraph-Aware Few-Shot Inductive Link Prediction Via Meta-Learning.
IEEE Trans. Knowl. Data Eng.
35 (6) (2023)
Yu Zhao
,
Xiaona Su
,
Weitong Zhang
,
Sijie Mai
,
Zhimeng Xu
,
Chenchen Qin
,
Rongshan Yu
,
Bing He
,
Jianhua Yao
SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor.
Briefings Bioinform.
24 (4) (2023)
Sijie Mai
,
Ying Zeng
,
Shuangjia Zheng
,
Haifeng Hu
Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis.
IEEE Trans. Affect. Comput.
14 (3) (2023)
Jiahua Rao
,
Shuangjia Zheng
,
Sijie Mai
,
Yuedong Yang
Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction.
IJCAI
(2022)
Jianfeng Wu
,
Sijie Mai
,
Haifeng Hu
Interpretable Multimodal Capsule Fusion.
IEEE ACM Trans. Audio Speech Lang. Process.
30 (2022)
Sijie Mai
,
Haifeng Hu
,
Jia Xu
,
Songlong Xing
Multi-Fusion Residual Memory Network for Multimodal Human Sentiment Comprehension.
IEEE Trans. Affect. Comput.
13 (1) (2022)
Jianfeng Wu
,
Sijie Mai
,
Haifeng Hu
Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction.
CoRR
(2022)
Jianfeng Wu
,
Sijie Mai
,
Haifeng Hu
Contextual relation embedding and interpretable triplet capsule for inductive relation prediction.
Neurocomputing
505 (2022)
Sijie Mai
,
Ya Sun
,
Haifeng Hu
Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning.
EMNLP
(2022)
Jiahua Rao
,
Shuangjia Zheng
,
Sijie Mai
,
Yuedong Yang
Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction.
CoRR
(2022)
Sijie Mai
,
Ying Zeng
,
Haifeng Hu
Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations.
CoRR
(2022)
Songlong Xing
,
Sijie Mai
,
Haifeng Hu
Adapted Dynamic Memory Network for Emotion Recognition in Conversation.
IEEE Trans. Affect. Comput.
13 (3) (2022)
Sijie Mai
,
Shuangjia Zheng
,
Ya Sun
,
Ying Zeng
,
Yuedong Yang
,
Haifeng Hu
Dynamic graph dropout for subgraph-based relation prediction.
Knowl. Based Syst.
250 (2022)
Sijie Mai
,
Ya Sun
,
Haifeng Hu
Curriculum Learning Meets Weakly Supervised Modality Correlation Learning.
CoRR
(2022)
Sijie Mai
,
Haifeng Hu
,
Songlong Xing
A Unimodal Representation Learning and Recurrent Decomposition Fusion Structure for Utterance-Level Multimodal Embedding Learning.
IEEE Trans. Multim.
24 (2022)
Shuangjia Zheng
,
Sijie Mai
,
Ya Sun
,
Haifeng Hu
,
Yuedong Yang
Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning.
CoRR
(2021)
Sijie Mai
,
Songlong Xing
,
Haifeng Hu
Analyzing Multimodal Sentiment Via Acoustic- and Visual-LSTM With Channel-Aware Temporal Convolution Network.
IEEE ACM Trans. Audio Speech Lang. Process.
29 (2021)
Sijie Mai
,
Shuangjia Zheng
,
Yuedong Yang
,
Haifeng Hu
Communicative Message Passing for Inductive Relation Reasoning.
AAAI
(2021)
Jiaxuan He
,
Sijie Mai
,
Haifeng Hu
A Unimodal Reinforced Transformer With Time Squeeze Fusion for Multimodal Sentiment Analysis.
IEEE Signal Process. Lett.
28 (2021)
Jianfeng Wu
,
Sijie Mai
,
Haifeng Hu
Graph Capsule Aggregation for Unaligned Multimodal Sequences.
ICMI
(2021)
Jianfeng Wu
,
Sijie Mai
,
Haifeng Hu
Graph Capsule Aggregation for Unaligned Multimodal Sequences.
CoRR
(2021)
Sijie Mai
,
Ying Zeng
,
Shuangjia Zheng
,
Haifeng Hu
Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis.
CoRR
(2021)
Ying Zeng
,
Sijie Mai
,
Haifeng Hu
Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis.
EMNLP (Findings)
(2021)
Ying Zeng
,
Sijie Mai
,
Haifeng Hu
Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis.
CoRR
(2021)
Ya Sun
,
Sijie Mai
,
Haifeng Hu
Learning to Balance the Learning Rates Between Various Modalities via Adaptive Tracking Factor.
IEEE Signal Process. Lett.
28 (2021)
Sijie Mai
,
Shuangjia Zheng
,
Yuedong Yang
,
Haifeng Hu
Communicative Message Passing for Inductive Relation Reasoning.
CoRR
(2020)
Sijie Mai
,
Songlong Xing
,
Haifeng Hu
Locally Confined Modality Fusion Network With a Global Perspective for Multimodal Human Affective Computing.
IEEE Trans. Multim.
22 (1) (2020)
Sijie Mai
,
Haifeng Hu
,
Songlong Xing
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion.
AAAI
(2020)
Sijie Mai
,
Songlong Xing
,
Jiaxuan He
,
Ying Zeng
,
Haifeng Hu
Analyzing Unaligned Multimodal Sequence via Graph Convolution and Graph Pooling Fusion.
CoRR
(2020)
Sijie Mai
,
Haifeng Hu
,
Songlong Xing
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing.
ACL (1)
(2019)
Sijie Mai
,
Haifeng Hu
,
Songlong Xing
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion.
CoRR
(2019)
Sijie Mai
,
Haifeng Hu
,
Jia Xu
Attentive matching network for few-shot learning.
Comput. Vis. Image Underst.
187 (2019)