Sijie Mai
9 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (3)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π
Trend Setter
Conferences
AAAI (3)
EMNLP (3)
ACL (2)
IJCAI (1)
Top co-authors
Keywords
multimodal learning
(3)
multimodal sentiment analysis
(2)
graph neural network
(2)
multimodal fusion
(2)
affective computing
(2)
weakly supervised learning
(1)
attention mechanism
(1)
embedding space
(1)
message passing
(1)
bidirectional lstm
(1)
relation reasoning
(1)
knowledge graph embedding
(1)
image quality assessment
(1)
spurious correlation
(1)
self-supervised learning
(1)
missing modality
(1)
correlation learning
(1)
representation disentanglement
(1)
curriculum learning
(1)
causal inference
(1)
Papers
Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective
ACL 2026
Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment
AAAI 2026
Supervised Attention Mechanism for Low-quality Multimodal Data
EMNLP 2025
Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning
EMNLP 2022
Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction
IJCAI 2022
Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis
EMNLP 2021
Communicative Message Passing for Inductive Relation Reasoning
AAAI 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