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Hire Haozheng L.

United States

USD 60 /hr

Northwestern University CS PhD Candidate, LLM experts

Profile Summary

My research focuses on developing robust, interpretable machine learning models with applications in large-scale systems, multimodal data, and reinforcement learning. My recent work integrates Modern Hopfield Networks and quantisation techniques to improve the robustness and adaptability of foundation models, achieving enhanced performance in text, vision, and speech tasks. I have also explored in-context learning strategies to improve alignment in safety-critical AI systems.

Subject Matter Expertise

• ☆ Computer Science
• ☆ Distributed Computing
• ☆ Software Engineering
• ☆ Information Engineering
• ☆ Safety & Reliability Engineering
• ☆ Computer-Aided Engineering
• ☆ Data Collection
• ☆ Information & Knowledge Management
• ☆ Data Storage
• ☆ Python
• ☆ SQL
• ☆ Java
• ☆ Tensorflow
• ☆ LaTex
• ☆ Scikit-learn

Services

• Research

Research Technology Scouting, Scientific and Technical Research

Work Experience

Northwestern University

- Present

Education

PhD

Northwestern University

September 2022 - Present

Masters of Science

Georgia Institute of Technology

August 2020 - May 2021

Bachelors

Georgia Institute of Technology

January 2018 - May 2020

Certifications

• Certification details not provided.

Publications

CONFERENCE PAPER

Haozheng Luo, Haoyu He, Qi R. Wang (2024). ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction .