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Data-driven AI & Machine Learning

Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport

April 8, 2024
Data-driven AI & Machine Learning

Semi-Supervised Hierarchical Graph Classification

April 8, 2024
Data-driven AI & Machine Learning

Rethinking Graph Neural Networks for Anomaly Detection

April 8, 2024
Data-driven AI & Machine Learning

Resource Efficient LLM Fine-tuning and Serving

April 8, 2024
Data-driven AI & Machine Learning

Efficient Machine Learning on GPUs

April 8, 2024
Data-driven AI & Machine Learning

Hyper-Parameter Optimization

April 8, 2024
Data-driven AI & Machine Learning

Small Defect Inspection for Product Quality Control

April 8, 2024
Data-driven AI & Machine Learning

Time Series Anomaly Detection and Diagnosis Based on Deep Learning in Industrial Scenarios

April 8, 2024
Data-driven AI & Machine Learning

基于工业智能的FPC板质量检测系统研发与产业化

April 8, 2024
Data-driven AI & Machine Learning

智慧型陶瓷产线管理与分析平台的研究及产业化/基于大数据分析与机器学习的多阶段工序智能监控与优化

April 8, 2024
Data-driven AI & Machine Learning

Random Smoothing Regularization in Kernel Gradient Descent Learning

April 8, 2024
Data-driven AI & Machine Learning

You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content

April 8, 2024
Data-driven AI & Machine Learning

Test-Time Poisoning Attacks Against Test-Time Adaptation Models

April 8, 2024
Data-driven AI & Machine Learning

SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models

April 8, 2024
Data-driven AI & Machine Learning

Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models

April 8, 2024
Data-driven AI & Machine Learning

Data Poisoning Attacks Against Multimodal Encoders

April 8, 2024
Data-driven AI & Machine Learning

Generated Graph Detection

April 8, 2024
Data-driven AI & Machine Learning

Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders

April 8, 2024