🏢 East China Normal University

WaveAttack: A new backdoor attack method leveraging asymmetric frequency obfuscation for high stealthiness and effectiveness in Deep Neural Networks.

Challenging common assumptions, researchers prove that flatter adversarial examples don’t guarantee better transferability and introduce TPA, a theoretically-grounded attack creating more transferable…

This paper introduces open-book neural algorithmic reasoning, a novel framework that significantly enhances neural reasoning capabilities by allowing networks to access and utilize all training instan…

TextHarmony: a unified multimodal model harmonizes visual text comprehension & generation, achieving improved performance across benchmarks with minimal parameter increase.

This paper theoretically proves the existence and uniqueness of fixed points in DDIM inversion, optimizing the loss function for improved image editing and extending this approach to unsupervised imag…

One-time training improves multiple LLMs using a tiny portable model, drastically reducing costs and resource needs for model enhancement.

ChatTracker boosts visual tracking by intelligently using a large language model to refine object descriptions, achieving performance on par with state-of-the-art methods.

S²GCSL: A novel scalable Granger causal structural learning approach efficiently identifies root causes of telecommunication network alarms by leveraging a linear kernel and incorporating expert knowl…