Zhirui Luo Email & Phone Number

Bethesda, Maryland, United States

I happily joined the Laboratory of Pathology at NCI/NIH as a postdoctoral fellow since June 2024. I'm currently working on designing deep learning pipeline to classify H&E images into tumors subtypes. This research aims to extand the accessability of advanced cancer diagnosis techniques to more people. We build and evaulate tools using vision foundation models and cutting-edge AI techniques that designed specificaly for H&E images to facilitate clinical usage.

Socorro, New Mexico Area

- TA for 8 semesters: Computer Networks, Principle of Programming Languages, Compiler Writing, Operating Systems, Sensor Networks- In-class Tasks: Developing Lab content and teaching labs, teaching some sections of course lectures- After-class Tasks: tutoring lab/homework, hosting office hours for student questions, and grading lab/homework/exam- The TA position gives me an unparalleled opportunity to learn and practice communication and leadership

Socorro, New Mexico Area

+ Research Interests: (1) Smart Meter data analytics, social computing, smart agriculture, biometrics, critical infrastructure protection, neural architecture search, and cybersecurity; (2) machine learning, deep learning, and their applications.+ NSF EPSCoR Member: In New Mexico Smart Grid Center Networking Research Group founded by NSF EPSCoR+ Research Lab: Human-Centered Computing and Security Lab, NMIMTPh.D. Dissertation: Deep Learning Methods for Smart Meter Data Analytics and Applications+ Relevant Research Projects: building occupancy detection, socio-demographic info identification, non-intrusive load monitoring, Twitter rumor detection, plant disease identification, hand gesture recognition and user authentication, electricity theft detection, and intrusion detection+ Main Tasks: Deploying distributed and parallel networks training over HPC clusters; Designing neural architecture search framework; Signal processing for time series data; Designing machine learning and deep learning networks; Implementing networks with PyTorch and Tensorflow; Designing evaluating experiments, Writing academic papers.

Socorro, Nm

+ Develop and teach a Python course, design in-class activities, class projects, and team presentations, provide academic advising, and access students' performance+ UBMS is a 6-week residential program for first-generation, low-income high school students who desire extra support and advisement. This immersive experience honed my communication skills, enabling me to effectively engage with a wide range of audiences, including students from diverse socio-economic backgrounds, educational professionals, and community members.

Hangzhou, Zhejiang, China

+ Participated in developing and testing a multi-robot logistic scheduling system using C++ and PostgreSQL+ Solving traffic deadlock problems by configuring road maps and traffic control rules in 2 warehouse developments+ Communication and collaboration across deployment and infrastructure departments+ Independently developed a validation version to experiment with various scheduling strategies for the chief scientist

Socorro, New Mexico

+ Performed research and developed an overpenetration measurement application on Bone Drilling Surgery using OpenCV and Python GUI.+ Developed GUI, video-based remote control system for robot miniature using Arduino and C# WinForms

Socorro, New Mexico

+ Performed research on minimizing a twice-differentiable non-convex function subject to l1-regularization+ Experiment non-convex solver using Matlab

Jingzhou, Hubei, China

+ Developed the Horizontal Well Trajectory Tracking software by OpenGL API and C# WinForms+ Played a role in organizing a group with 5 students, managing the progress, developing data interfaces, and designing algorithms

Doctor Of Philosophy - Phd, Computer Science, 4.0

Activities and Societies: Pingpang Tournament Champion Minister of Activity at Southwestern Chinese Students and Scholars Association

Master'S Degree, Computer Science, 3.9

+ Research on network intrusion detection using deep learning and machine learning methods and privacy-preserving techniques in machine.

Bachelor Of Science - Bs, Computer Science, 3.74/4.0

Activities and Societies: ACM Club member Math grader and tutor Research Assistant at the Math department Robot Lab Volunteer.

Bachelor Of Science (B.S.), Computer Software Engineering

Activities and Societies: Student's Association Union Teaching Assistance Speech and Presentation Club