الباحثون

Tahseen Rabbani

المنشورات 2

نسخة أولية وصول مفتوح

SEIS: Self-Evolving Inference Systems

Zhen Xu, Jingyu Liu, Zongze Li وآخرون · 2026

Inference systems determine how fast and how cheaply language models can be served, so making them faster has direct practical value. However, prior work focuses mostly on optimizing certain parts such as kernels or memory within the large system. In this work, we take a holistic approach and apply agentic self-evoluti …

نسخة أولية وصول مفتوح

Persistent Watermarking of Text-to-Image Models

Dixi Yao, Kaiwen Chen, Tahseen Rabbani وآخرون · 2026

Text-to-image (T2I) generation is gaining increasing popularity with the general public, motivating the development of reliable mechanisms for copyrighting such models given their expensive training costs. An adversary may obtain and reuse a pretrained T2I model without authorization, and then serve a modified version …

المؤلفون المشاركون