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Qianru Lao

2 accepted papers

2025

Fast Inference for Augmented Large Language Models

NeurIPS 2025poster

Augmented Large Language Models (LLMs) enhance standalone LLMs by integrating external data sources through API calls. In interactive applications, efficient scheduling is crucial for maintaining low request completion times, directly impacting user engagement. However, these augmentations introduce…

Cited by 11SourceScholar
2024

Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions

CVPR 2024poster

Zero-shot referring expression comprehension aims at localizing bounding boxes in an image corresponding to provided textual prompts which requires: (i) a fine-grained disentanglement of complex visual scene and textual context and (ii) a capacity to understand relationships among disentangled entit…