projects

code of my research, coursework, side projects, etc.

packages/open-source projects

  1. MagicBench: A Deception-Sensitive Cognitive Benchmark for LLMs
    Lei Hsiung

    The first deception-sensitive cognitive benchmark for large language models, testing adversarial reasoning, metacognition, theory of mind, and causal inference through magic-trick understanding.

    Project Page Code Dataset Benchmark
  2. Harbor
    Harbor Framework Team

    Harbor is a framework for evaluating and optimizing agents and models in container environments.

    Project Page Code
  3. Adversarial Robustness Toolbox (ART)
    IBM, The Linux Foundation

    ART provides tools that enable developers and researchers to evaluate, defend, certify and verify Machine Learning models and applications against the adversarial threats.

    Project Page Code

courseworks

Year Name Description Link
2021 Biomedical Image Analysis Processed CT images in DICOM format and analyzed the Hounsfield unit distribution to denoise, allowing radiologists to facilitate medical diagnosis. This further facilitates the reconstruction of 3D lung models. GitHub
2021 VLSI Physical Design Automation Courseworks of VLSI Physical Design Automation, NTHU. GitHub
2020 Amazing Dinosaur A dinosaur running game featuring real-time scoring and scene-keyboard-sound interaction developed on the FPGA board. GitHub
2019 PShop A PHP based E-Commerce Platform Front End & Back End; basic template, easy to modify! GitHub

coding basics

Year Name Description Link
2020 Coding Competition Solving List This repository contains problems I completed in these years. GitHub