Research

Research Paper	Author & Researcher	Year Finished
Representation Learning and Explainable AI
Towards Explainable Artificial Intelligence Using Interaction-Based Representation Learning	Yiqiao Yin	May 2022
Fundamentals of Interaction-based Learning	Yiqiao Yin	Apr. 2022
XAI in Healthcare: A Novel XAI Approach Towards Radiology Image Classification: [AAAI 22′ Workshops, W37 Home, Poster, Presentation | Details: AAAI 22′ Schedule Home, AAAI 22′ Workshop Page (My talk is in W37: Trustworthy AI in Healthcare)] | Updated slides.	Yiqiao Yin	Mar. 2022
I-score Review Paper: A Novel Approach to Explainable AI	Yiqiao Yin	Jan. 2022
Interaction-based Recurrent Neural Networks	Yiqiao Yin	Dec. 2021
Interaction-based Convolutional Neural Networks	Yiqiao Yin	Dec. 2021
An Interaction-based Method	Yiqiao Yin	Dec. 2021
Money Management
Art of Money Management	Yiqiao Yin	Jan. 2017
Trading and Secondary Market
Buy Signal From Limit Theory: An Empirical Investigation	Yiqiao Yin	Jun. 2020
Buy Signal from Limit Theorem	Yiqiao Yin	May 2018
Time Series Analysis on Stock Returns	Yiqiao Yin	May 2017
Martingale to Optimal Trading	Yiqiao Yin	Oct. 2016
Anomaly Correction by Trading Frequency [3] (Slide)	Yiqiao Yin	Sep. 2016
Absolute Alpha with Moving Averages: A Consistent Trading Strategy (Slide)	Yiqiao Yin	Apr. 2016
Absolute Alpha with Limited Leverage	Yiqiao Yin	Feb. 2016
Absolute Alpha by Beta Manipulation	Yiqiao Yin	Oct. 2014
Macroeconomics
Trade Dynamics with Endogenous Contact Rate	Yiqiao Yin	May 2016
Empirical Asset pricing
Empirical Study on Greed [2]	Yiqiao Yin	Jan. 2016
Alternative Empirical Study on Market Value Balance Sheet [2]	Yiqiao Yin	Dec. 2015
Empirical Study on Market Value Balance Sheet (MVBS)	Yiqiao Yin	Nov. 2015
Cross-section Study on Stock Returns to Future-expectation Theorem	Yiqiao Yin	Oct. 2015
How to Understand Future Returns of a Security? [1]	Yiqiao Yin	Winter 2014

Note:
[1] Original edition published in Journal of Undergraduate Research Fall 2013. Volume 12. Issue 1. Available online JUR at University of Rochester.
[2] Data from Wharton Research Data Service and Ken French Data Library.
[3] Original edition published in Columbia Undergraduate Science Journal. Volume 11. Spring 2017. pp.4-7. Available online CUSJ at Columbia University.
[4] Proprietary information. Contact me via LinkedIn if you are interested.

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