Shihao Gu

3.0k total citations · 2 hit papers
9 papers, 1.3k citations indexed

About

Shihao Gu is a scholar working on Finance, Management Science and Operations Research and Electrical and Electronic Engineering. According to data from OpenAlex, Shihao Gu has authored 9 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Finance, 5 papers in Management Science and Operations Research and 3 papers in Electrical and Electronic Engineering. Recurrent topics in Shihao Gu's work include Financial Markets and Investment Strategies (5 papers), Stock Market Forecasting Methods (5 papers) and Financial Risk and Volatility Modeling (2 papers). Shihao Gu is often cited by papers focused on Financial Markets and Investment Strategies (5 papers), Stock Market Forecasting Methods (5 papers) and Financial Risk and Volatility Modeling (2 papers). Shihao Gu collaborates with scholars based in United States, China and South Korea. Shihao Gu's co-authors include Dacheng Xiu, Bryan Kelly, Bryan T. Kelly, Bryan T. Kelly, Yaming Zhu, Chaoshuai Hu, Xiaogang Jin, Xi-Tao Yin, Xuefei Zhao and Yuzhu Zhang and has published in prestigious journals such as Review of Financial Studies, Journal of Econometrics and The Visual Computer.

In The Last Decade

Shihao Gu

8 papers receiving 1.3k citations

Hit Papers

Empirical Asset Pricing via Machine Learning 2020 2026 2022 2024 2020 2020 250 500 750 1000
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Empirical Asset Pricing via Machine Learning
    2020 1.1k citations Shihao Gu, Bryan Kelly et al. Review of Financial Studies profile →
  2. Autoencoder asset pricing models
    2020 197 citations Shihao Gu, Bryan Kelly et al. Journal of Econometrics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Shihao Gu United States 6 850 705 687 196 142 9 1.3k
Frank McGroarty United Kingdom 16 638 0.8× 764 1.1× 296 0.4× 107 0.5× 137 1.0× 69 1.2k
Christian L. Dunis United Kingdom 20 603 0.7× 675 1.0× 675 1.0× 89 0.5× 224 1.6× 64 1.2k
Dashan Huang United States 16 1.2k 1.4× 984 1.4× 679 1.0× 286 1.5× 250 1.8× 46 1.7k
Dirk Tasche Germany 13 1.3k 1.5× 872 1.2× 1.3k 1.8× 151 0.8× 153 1.1× 29 2.0k
Carlo Acerbi Germany 6 1.2k 1.4× 872 1.2× 1.4k 2.0× 70 0.4× 150 1.1× 7 2.0k
Periklis Gogas Greece 19 386 0.5× 829 1.2× 275 0.4× 132 0.7× 409 2.9× 91 1.3k
Nicolas Huck France 8 412 0.5× 392 0.6× 459 0.7× 56 0.3× 43 0.3× 19 785
Markus Pelger United States 15 688 0.8× 497 0.7× 301 0.4× 132 0.7× 140 1.0× 42 931
Frank A. Sortino United States 10 1.0k 1.2× 716 1.0× 488 0.7× 277 1.4× 150 1.1× 10 1.4k
Andreas Karathanasopoulos United Arab Emirates 16 232 0.3× 340 0.5× 382 0.6× 88 0.4× 63 0.4× 49 752

Countries citing papers authored by Shihao Gu

Since Specialization
Citations

This map shows the geographic impact of Shihao Gu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Shihao Gu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shihao Gu more than expected).

Fields of papers citing papers by Shihao Gu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shihao Gu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Shihao Gu. The network helps show where Shihao Gu may publish in the future.

Co-authorship network of co-authors of Shihao Gu

This figure shows the co-authorship network connecting the top 25 collaborators of Shihao Gu. A scholar is included among the top collaborators of Shihao Gu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shihao Gu. Shihao Gu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

9 of 9 papers shown
1.
Gu, Shihao, et al.. (2025). Comparative Study on Static Voltage Stability Indices of New Energy Power Station Grid-Connected System. Journal of Engineering Research and Reports. 27(3). 524–532.
2.
Zhang, Yuzhu, Xiang Liu, Shihao Gu, et al.. (2022). Synthesis of needle coke by co-carbonization of coal liquefaction pitch and refined soft pitch. Energy Sources Part A Recovery Utilization and Environmental Effects. 44(3). 7514–7530. 6 indexed citations
3.
Gu, Shihao, et al.. (2021). Efficient real-time dynamic diffuse global illumination using signed distance fields. The Visual Computer. 37(9-11). 2539–2551. 3 indexed citations
4.
Gu, Shihao, Bryan Kelly, & Dacheng Xiu. (2020). Empirical Asset Pricing via Machine Learning. Review of Financial Studies. 33(5). 2223–2273. 1051 indexed citations breakdown →
5.
Gu, Shihao, Bryan Kelly, & Dacheng Xiu. (2020). Autoencoder asset pricing models. Journal of Econometrics. 222(1). 429–450. 197 indexed citations breakdown →
6.
Gu, Shihao, Bryan T. Kelly, & Dacheng Xiu. (2019). Autoencoder Asset Pricing Models. SSRN Electronic Journal. 35 indexed citations
7.
Gu, Shihao, Bryan T. Kelly, & Dacheng Xiu. (2018). Empirical Asset Pricing via Machine Learning. SSRN Electronic Journal. 23 indexed citations
8.
Gu, Shihao, Bryan T. Kelly, & Dacheng Xiu. (2018). Empirical Asset Pricing via Machine Learning. SSRN Electronic Journal. 29 indexed citations
9.
Choy, Ick, et al.. (2002). Intelligent energy saving power system control of telecom DC power plant. 234–241. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Frank McGroarty Breakdown of academic impact, for papers by Christian L. Dunis Breakdown of academic impact, for papers by Dashan Huang Breakdown of academic impact, for papers by Dirk Tasche Breakdown of academic impact, for papers by Carlo Acerbi Breakdown of academic impact, for papers by Periklis Gogas Breakdown of academic impact, for papers by Nicolas Huck Breakdown of academic impact, for papers by Markus Pelger Breakdown of academic impact, for papers by Frank A. Sortino Breakdown of academic impact, for papers by Andreas Karathanasopoulos
Rankless by CCL
2026