cv

M.S.

Boston University

Artificial Intelligence

B.S.

Nanjing Tech University

Mathematics

Large Language Models for Mathematical Analysis

arXiv

In this research, we developed the DEMI-MathAnalysis dataset, comprising proof-based problems from mathematical analysis topics such as Sequences and Limits, Infinite Series, and Convex Functions. We also designed a guiding framework to rigorously enhance LLMs' ability to solve these problems.

Humanity’s Last Exam

Contributed to a question-generation system for AI model evaluation

• Developed a question-generation system for AI model evaluation
• Contributed to the evaluation of AI models

Chinese OCR through a CRNN Architecture with Attention

Implemented a CRNN with an attention mechanism for improved text recognition

• Implemented a Convolutional Recurrent Neural Network (CRNN) architecture, enhancing the contextual understanding of text
• Enhanced the model with an attention mechanism to improve focus on relevant segments of the input
• Created schematics of the model structure

Election Narratives through Prompt Engineering with GPT

Used GPT-based analysis on election-related emails, generating weekly insights on political parties

• Used Gmail API to extract required emails from election-related accounts as data
• Created charts to analyze basic information about political parties
• Used prompt-based analysis for weekly merged emails

UBC Ovarian Cancer Subtype Classification and Outlier Detection

Applied advanced image compression and EfficientNet for improved ovarian cancer subtype classification

• Compressed images by Gem pooling (each image larger than 1GB in size)
• Enhanced image compression techniques and trained an EfficientNet_b0 model to increase classification accuracy
• Utilized boosting techniques, increasing accuracy from 65% to 85%

Prize for Top-550 Question in Humanity’s Last Exam

LastExam.ai

Awarded $500 for accepted question(s) contributing to AI model evaluation

Nanjing Tech University The First Prize Scholarship (2022–2023)

Nanjing Tech University

The First Prize of C/C++ Programming in Jiangsu Division of the 11th Lanqiao Cup National Software and Information Technology Talent Contest

Ministry of Industry and Information Technology of the People's Republic of China

The Excellent Award of C/C++ Programming in National Finals of the 11th Lanqiao Cup National Software and Information Technology Talent Contest

Ministry of Industry and Information Technology of the People's Republic of China