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Xiao Fang

3 accepted papers

2025

Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision

ICCV 2025poster

Detecting vehicles in aerial imagery is a critical task with applications in traffic monitoring, urban planning, and defense intelligence. Deep learning methods have provided state-of-the-art (SOTA) results for this application. However, a significant challenge arises when models trained on data fro…

2025

Watermarking Large Language Models: An Unbiased and Low-risk Method

ACL 2025long

Recent advancements in large language models (LLMs) have highlighted the risk of misusing them, raising the need for accurate detection of LLM-generated content. In response, a viable solution is to inject imperceptible identifiers into LLMs, known as watermarks. Our research extends the existing wa…

2024

Federated Adaptation for Foundation Model-based Recommendations

IJCAI 2024poster

With the recent success of large language models, particularly foundation models with generalization abilities, applying foundation models for recommendations becomes a new paradigm to improve existing recommendation systems. It becomes a new open challenge to enable the foundation model to capture…