Multimedia Semantic Analytics Lab
Multimedia Semantic Analytics Lab
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Yujing Wang
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You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
Customizing graph neural networks using path reweighting
Characteristic-Aware Time-Series Representation Learning for Unsupervised Anomaly Detection
Collaborative Multi-Task Representation for Natural Language Understanding
Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning
Multiple Connectivity Views for Session-based Recommendation
Convolution-enhanced evolving attention networks
Label-efficient interactive time-series anomaly detection
Enhancing self-attention with knowledge-assisted attention maps
Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection
Graph pointer neural networks
Ts2vec: Towards universal representation of time series
DeGNN: Improving Graph Neural Networks with Graph Decomposition
Evolving attention with residual convolutions
Customizing Graph Neural Networks using Path Reweighting
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees
Multivariate time-series anomaly detection via graph attention network
AutoADR: Automatic model design for ad relevance
Spectral temporal graph neural network for multivariate time-series forecasting
Ladabert: Lightweight adaptation of bert through hybrid model compression
Textnas: A neural architecture search space tailored for text representation
Customized graph embedding: tailoring embedding vectors to different applications
Ranking scientific articles by exploiting citations, authors, journals, and time information
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