Sijie Mai
10 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(7)
Deep Learning
(6)
Core Methods
(4)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Interdisciplinary
(2)
Social
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Mathematics
(1)
Keywords
multimodal learning
(3)
multimodal fusion
(3)
affective computing
(2)
multimodal sentiment analysis
(2)
graph neural network
(2)
weakly supervised learning
(1)
attention mechanism
(1)
embedding space
(1)
message passing
(1)
rectified flow
(1)
relation reasoning
(1)
knowledge graph embedding
(1)
image quality assessment
(1)
modality gap
(1)
self-supervised learning
(1)
contrastive language-image pretraining
(1)
correlation learning
(1)
representation disentanglement
(1)
spurious correlation
(1)
curriculum learning
(1)
Papers
Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment
AAAI 2026
CaReFlow: Cyclic Adaptive Rectified Flow for Multimodal Fusion
CVPR 2026
Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective
ACL 2026
Supervised Attention Mechanism for Low-quality Multimodal Data
EMNLP 2025
Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction
IJCAI 2022
Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning
EMNLP 2022
Communicative Message Passing for Inductive Relation Reasoning
AAAI 2021
Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis
EMNLP 2021
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion
AAAI 2020
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing
ACL 2019