From the 1 of 39 papers with an AI index.
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39 papers
MammoMix: Leveraging Mixture of Experts for Robust Mammogram Breast Detection
Dinh Tan Nguyen, Hoang Quan Dang, Chen Zhang +1
Breast lesion detection in mammography remains a challenging task due to variations in image quality, lesion appearance, and population demographics across datasets. While current…
When Context Bites: Detecting RAG Poisoning via Document-Level Attention Collapse
Yingtao Ren, Ziyi Zhao, Yiwei Fu +3
Retrieval-augmented generation (RAG) is indispensable for enhancing large language models. However, RAGs are increasingly susceptible to poisoning attacks, in which adversarial doc…
iFuzz-Meta: An Interpretable Fuzzy Learning Framework Bridging Top-Down and Bottom-Up Knowledge Integration
Xiaowei Jiang, Daniel Leong, Beining Cao +5
Interpretable representation learning remains a key challenge in modern neural computation, particularly when models are expected not only to perform but also to explain their reas…
BioZKFHE: Scalable Encrypted Biometric Identification via Verifiable Homomorphic Similarity Evaluation
Rundong Xin, Taotao Wang, Xiaoxiao Wu +3
Large-scale biometric identification in outsourced settings requires two properties simultaneously: biometric templates and queries must remain protected during computation, and th…
Efficient Algorithms for Weakly-Interacting Quantum Spin Systems
Ryan L. Mann, Gabriel Waite
The paper presents efficient algorithms for approximating the partition function and sampling the thermal distribution of weakly-interacting quantum spin systems at any temperature…
The Tool-to-Entity Threshold: Parasocial Dynamics of Personalised AI Agents in Shared Social Spaces
Leonardo Borges, Asif Q. Gill
As AI agents acquire names, avatars, phone numbers, and persistent personalities, they increasingly inhabit the same messaging platforms and group conversations as the humans they…