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Minqi824/README.md

Glad to see you! πŸ‘‹ Welcome to my (Minqi Jiang, ζ±Ÿζ•η₯Ί for Chinese) profile:

I'm a third-year PhD candidate in Shanghai University of Finance and Economics (SUFE). At SUFE, I work with my PhD tutor Songqiao Han. I am glad to be a member of SUFE AI Lab (lead by professor Hailiang Huang). Currently, Anomaly Detection (aka Outlier Detection) is my major research direction, and I'm also interested in NLP and Quantitative Investment, see as follows:

Title Research Direction Conference/Journal Paper Code
ADGym: Design Choices for Deep Anomaly Detection Anomaly Detection NeurIPS 2023 πŸ“„ πŸ’»
Anomaly Detection with Score Distribution Discrimination Anomaly Detection KDD 2023 πŸ“„ πŸ’»
ADBench: Anomaly detection benchmark Anomaly Detection NeurIPS 2022 πŸ“„ πŸ’»
How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection NLP IJCAI Workshop@LLM πŸ“„ πŸ’»
An Improved Stacking Framework for Predicting Stock Price Index Direction Quantitative Investment Economic Computation & Economic Cybernetics Studies & Research πŸ“„
An improved Stacking framework for stock index prediction by leveraging tree-based ensemble models and deep learning algorithms Quantitative Investment Physica A: Statistical Mechanics and its Applications πŸ“„
An extended regularized Kalman filter based on Genetic Algorithm: Application to dynamic asset pricing models Quantitative Investment The Quarterly Review of Economics and Finance πŸ“„

Quick links to know me better...

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  1. ADBench ADBench Public

    Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

    Python 885 136

  2. ADGym ADGym Public

    Official Implement of "ADGym: Design Choices for Deep Anomaly Detection", NeurIPS 2023

    Python 24 5

  3. Overlap Overlap Public

    Official code and data repository of "Anomaly Detection with Score Distribution Discrimination", KDD' 23.

    Python 22 2

  4. Hello-SimpleAI/chatgpt-comparison-detection Hello-SimpleAI/chatgpt-comparison-detection Public

    Human ChatGPT Comparison Corpus (HC3), Detectors, and more! πŸ”₯

    Python 1.3k 120

  5. WSAD WSAD Public

    A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)

    Python 159 11

  6. SUFE-AILAB/QuantResources SUFE-AILAB/QuantResources Public

    Collection of publicly available quant resouces.

    2