Xuemeng Song
15 papers · 2015–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π€ Dynamic Duo (12)
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(96)
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Research topics
Machine Learning
(11)
Artificial Intelligence
(9)
Core AI
(9)
Core Methods
(7)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Natural Language Processing
(4)
Applications Β· Natural Language Processing
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Architectures
(3)
Computer Vision
(2)
Data Science & Analytics
(2)
Knowledge & Reasoning
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
sarcasm detection
(2)
multimodal learning
(2)
feature homogenization
(2)
visual question answering
(2)
semi-supervised learning
(1)
multi-task learning
(1)
representation learning
(1)
sentiment analysis
(1)
benchmark evaluation
(1)
feature selection
(1)
similarity learning
(1)
logical reasoning
(1)
matrix factorization
(1)
self-supervised learning
(1)
question answering
(1)
natural language inference
(1)
manifold learning
(1)
contrastive learning
(1)
visual reasoning
(1)
transformer architecture
(1)
Papers
D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation
AAAI 2026
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs
AAAI 2026
Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification
AAAI 2025
Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning
CVPR 2025
Exploiting the Social-Like Prior in Transformer for Visual Reasoning
AAAI 2024
Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering
ICML 2024
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation
ACL 2023
Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection
AAAI 2023
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning
ACL 2022
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation
CVPR 2022
Auxiliary Template-Enhanced Generative Compatibility Modeling
IJCAI 2020
A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction
IJCAI 2018
Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection
IJCAI 2018
SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing
IJCAI 2018
Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning
IJCAI 2015