Hao Feng

TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding

2024 · arXiv (Cornell University)

The advent of Large Multimodal Models (LMMs) has sparked a surge in research aimed at harnessing their remarkable reasoning abilities. However, for understanding text-rich images, challenges persist in fully leveraging the potential of LMMs, and …

DeepServe: Serverless Large Language Model Serving at Scale

2025 · arXiv (Cornell University)

In this paper, we propose DEEPSERVE, a scalable and serverless AI platform designed to efficiently serve large language models (LLMs) at scale in cloud environments. DEEPSERVE addresses key challenges such as resource allocation, serving efficiency, …

A Deep Learning-Based Thermal Prediction Approach for Energy Management in Cloud Data Centers

2024

Escalating host temperatures in data centers can create hot spots, significantly boosting cooling costs and impacting reliability. Accurately predicting host temperatures is of the utmost importance in managing resources effectively. Existing temperature estimation solutions are …