👋Hello, and welcome!

My name is Lipeng He, and I am currently a student 👨‍🎓 and researcher 🔬 with the University of Waterloo .

I was previously a Full Stack Software Engineer at various technology startups based in Toronto, Canada 🇨🇦.

🧬NEXUS

The first non-interactive protocol for secure transformer inference.

👀LookAhead

A new direction for detecting and preventing DeFi attacks.

I am interested in both the Theoretical & Applied Aspects of Cryptography and their applications throughout and beyond computing & data sciences.

In my previous research experience, I worked on developing and analyzing Cryptographic Systems and Protocols that address issues related to:

1
Privacy-preserving computing
2
Software security and usability

My most recent research work has put an emphasis on Fully Homomorphic Encryption (FHE) and Privacy-preserving Machine Learning (PPML).

Google Scholar

LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts

Shoupeng Ren, Lipeng He, Tianyu Tu, Di Wu, Jian Liu, Kui Ren, and Chun Chen

Secure Transformer Inference Made Non-interactive

Jiawen Zhang, Xinpeng Yang, Lipeng He, Kejia Chen, Wen-jie Lu, Yinghao Wang, Xiaoyang Hou, Jian Liu, Kui Ren and Xiaohu Yang

A Survey of Multimodal Federated Learning: Background, Applications, and Perspectives

Hao Pan, Xiaoli Zhao, Lipeng He, Yicong Shi and Xiaogang Lin

A Comparative Examination of Network and Contract-Based Blockchain Storage Solutions for Decentralized Applications

LinkedIn
University of Waterloo logo

University of Waterloo

Instructional Support Assistant (ISA)

Aug 2024 - Present

CS 135 Designing Functional Programs

Zhejiang University logo

Zhejiang University

Research Assistant

May - Aug 2024

ABC Lab, Institute of Cyberspace Research

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BioRender

Full Stack Software Engineer

Jan - Apr 2023

Science Suite Inc.

Safyre Labs Inc.

Full Stack Software Engineer

May - Aug 2022
Bitbuy logo

Bitbuy

Front End Software Engineer

Sep - Dec 2021

Bitbuy Technologies Inc.

University of Waterloo logo

University of Waterloo

Mathematics, Combinatorics & Optimization

Sep 2020 - Apr 2025

Bachelor of Mathematics, Honours, Co-operative Program (Minor in Computing)

Nanyang Technological University logo

Nanyang Technological University

Mathematical Sciences

Aug - Dec 2023

GEM Trailblazer Exchange Program

New Article Everytime I Publish :)