Robin Luo Email & Phone Number

San Jose, CA, US

Evanston, Illinois, United States

• Researched on the integration of Modern Hopfield layers with knowledge-augmented Language Models. Specifically, I was exploring how to utilize modern Hopfield networks to replace the self-attention architecture, aiming.
• Explored the interpretability of jailbreak strategies in alignment foundation models, specifically employing in-context learning and outlier analysis to elucidate the underlying causes of prevalent jailbreak methods.
• Conducted research on applying LLM to address multivariate time-series challenges. This involved utilizing LLMs for in-context time series forecasting, predicting Limit Order Book dynamics, and conducting.
• Research on the Data Acquisition Robot model with another PhD student to acquire the data from the website. Our purpose is the user can use least programming code, only use the conQig Qile to help them download the.

Evanston, Illinois, United States

Worked on model-free reinforcement learning to show SOTA performance with our physical simulator;Implemented PPO, SAC algorithm to get and plot the reward of the reinforcement learning in our physical simulator;Published a paper in progress: “A Differentiable Rigid Body Simulator for Robotic Control”

#Graduate Teaching Assistant for CSE6740Provide students with the means to succeed by holding office hours and responding to questions online through the piazzaGrade students’ projects and exams and provide feedback to facilitate improvementHave a solid understanding of algorithms in KMM, Gradient Model and Neural-Networks

Atlanta, Georgia, United States

Working in the Song's Machine Learning Lab and mainly research forces on the Computer Version Problem about the Video action recognization.

Works with the Weiyang's Team to research the problem of Visual question answering using deep learning and symbolic reasoning. My role is mainly for building the pipeline of the object relationship inside the question sentences.

Atlanta

Mainly on the VIP team for the DFT Model Analyze Adsorption Energy and LoPT Database Team. From Fall 2019, I will join a lab to do more research jobs. I am currently working with a KSU professor to do the NLP research work, mainly on the Bert to predict word of the sentences, compared performs with some old NLP algorithm (LSTM, Elmo).DFT Model Analyze.

United States

To enable the Splunk Global Security (SGS) department to increase efficiency by automating the handling and alerting with both internal Splunkers and contractors.

San Francisco Bay Area

1. Developed an extensible tool in Python/React.js/DjangoFrame/ Electron, Tensorflow, NLTK that exacted the problems from the QA text and put the result back to the original place; engineers can use the screen cut and documents for input two methods to get the answer of questions; Estimated to increase response time by 25%;2. Developed an extensible tool.

Lansing, Michigan Area

1. Developed an extensible tool in Python and Tensorflow that predicted twitter usernames with real names; 25% accuracy;2. Developed an extensive visualization tool in Python enabling engineers to create automated sequences generating various analysis reports; estimate reduces test time by 45%.

San Ranmon, CA

1. Worked on machine learning algorithms and built websites for internal products in Python and Java; 2. Developed an extensible visualization tool in Python enabling engineers to create automated sequences test cases to determine resulting plots. Estimated 10% decrease in test time;3. Developed a tool in Python and Tensorflow predicting market stock..

Hangzhou, Zhejiang, China

Developed an extensible tool in Python and PostgreSQL enabling the engineers to scrawl the data from the CVE website and input results into SQL server.

United States

A part-time job in the Student Service Center

Doctor Of Philosophy - Phd, Computer Science, 4.0

MAGICS Lab @ NU Specifics on Artificial Intelligence

Master Of Science - Ms, Information Technology, 3.93

Master of science

Master Of Science - Ms, Computer Science, 3.7

Thread is Computational Perception/Robot

Bachelor'S Degree, Computer Science, 3.54

Threads are modeling and simulation & Information and Internetwork.

Bachelor'S Degree, Computer Engineering, 3.73