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05/20/2023
SneakyPrompt: Evaluating Robustness of Text-to-image Generative Models' Safety Filters
Text-to-image generative models such as Stable Diffusion and DALL·E 2 ha...
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05/03/2023
Rethinking Graph Lottery Tickets: Graph Sparsity Matters
Lottery Ticket Hypothesis (LTH) claims the existence of a winning ticket...
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10/26/2022
Addressing Heterogeneity in Federated Learning via Distributional Transformation
Federated learning (FL) allows multiple clients to collaboratively train...
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04/02/2022
RFID-Based Indoor Spatial Query Evaluation with Bayesian Filtering Techniques
People spend a significant amount of time in indoor spaces (e.g., office...
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12/06/2021
CDGNet: A Cross-Time Dynamic Graph-based Deep Learning Model for Traffic Forecasting
Traffic forecasting is important in intelligent transportation systems o...
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10/14/2021
sMGC: A Complex-Valued Graph Convolutional Network via Magnetic Laplacian for Directed Graphs
Recent advancements in Graph Neural Networks have led to state-of-the-ar...
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01/05/2021