Research

Notes: As a courtesy, you may not copy, redistribute or reuse any part of the material below without explicit, written approval from me. The links I provided below may be expiring or not reflecting the most updated version of these projects. For the most recent update, please write me an email.

2020


[10] ”Music At Work: A Multi-Modal Deep Learning Framework for Classical Music Auto-completion and Genre Identification”Manuscript in Preparation

2019


[9] Nora KenworthyZhihang DongAnne MontgomeryEmily FullerLauren Berliner A cross-sectional study of demographic impacts on access and success in medical crowdfunding  Accepted to PLOS One

[8] Topological Bag-of-Words Algorithm using Density Ranking  Preprint (Not Available due to DB Policy)

[7]  Causal Inference on Bike Rentals using Anchor Regression (Collective work with Xiyuan Ge, Wenyu Chen) Preprint (Not Available due to DB Policy)

[6] Toward a More Interpretable and Reusable Data Science: Analyses of Million Jupyter Notebooks (Collective work with A. Wang and S. Song)  Preprint

2018


[5]  Using Mobile Phone Data Records to Generate Mobility Processes,  Journal of Applied Statistics ArXiv Page

[4] Conversational Sentiment Model for Contextual Sentiment Analyses Submitted to EMNLP.

[3]  Interactive Attention Model Explorer for NLP Tasks with Unbalanced Data Sizes (Collective work with T. Wu, S.Song and M. Zhang, Accepted to PacificVis 2020ieee_visnotes


2017


[2] Dong, Zhihang (2017). “Estimation and Extrapolation of Spatial Trends in Mortality Data using Bayesian APC Modeling”. In: ICPG, International Conference on Population Geography, August 2nd, 2017.

[1] Callie H. Burt and Zhihang Dong. “Role of Residential Stratification on Individual Propensity, Hangout Place Selection, and Criminogenic Selection to the Youth” Work in Progress


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