Stealing Links from Graph Neural Networks

Graph Neural Network, Link Stealing Attack

Structural Contrastive Pretraining for Cross-Lingual Comprehension

Structural Contrast Pretraining

Symphony: Retrieval-augmented language models using multi-modal data lakes

LLM, multi-modal data lake, RAG

Test-Time Poisoning Attacks Against Test-Time Adaptation Models

Adversarial Example, Poisoning, Test-Time Adaptation

The Machine Learning Group

工业场景下基于深度学习的时间序列异常监测与诊断

数据驱动的过程建模；工业大数据分析；异常点监测与诊断；时间序列数据流

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

Diffusion, Memes

VerifAI: verified generative AI

LLM, multi-modal data lake, RAG

Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning

ML: Graph-based Machine Learning

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

LLM, Toxic Detection