Boxin Wang

Chinese Name: 汪博欣

Ph.D. student
Computer Science
University of Illinois at Urbana-Champaign

Contact: boxinw2@illinois.edu
[Google Scholar] [GitHub] [Linkedln]

I am a second year Computer Science Ph.D. student at University of Illinois, Urbana-Champaign (UIUC). I work as a research assistant in Secure Learning Lab supervised by Prof. Bo Li.

My research interests are machine learning (ML) and natural language processing (NLP), especially understanding existing machine learning models via adversarial approaches and designing robust ML models to reason over real-world semantic correlations.

Boxin Wang

News


Publications

2020
T3: Tree-Autoencoder Regularized Adversarial Text Generation for Targeted Attack EMNLP 2020
Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang and Bo Li [PDF][Code]
Reinforcement-Learning based Portfolio Management with Augmented Asset Movement
Prediction States
AAAI 2020
Yunan Ye, Hengzhi Pei, Boxin Wang, Pin-Yu Chen, Yada Zhu, Jun Xiao, Bo Li [PDF]
2019
Efficient task-specific data valuation for nearest neighbor algorithms PVLDB 2019
Ruoxi Jia*, David Dao*, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song   [PDF]
Towards efficient data valuation based on the shapley value AISTATS 2019
Ruoxi Jia*, David Dao*, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos   [PDF]

Experiences


Personal

I like photographing. I put my photos on 500px.