Guanqun Yang 杨冠群
Ph.D. Candidate in Computer Science @ Stevens Institute of Technology
Publications
TestAug: A Framework for Augmenting Capability-based NLP Tests
Guanqun Yang, Mirazul Haque, Qiaochu Song, Wei Yang, and Xueqing Liu, COLING ’22
[Full Text] - [Video (YouTube)] - [Video (Bilibili)]
Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language Models
Guanqun Yang, Shay Dineen, Zhipeng Lin, Xueqing Liu, MLHat KDD ’21
[Full Text] - [Video (YouTube)]
Research on RS-485 Bus Application in Multiple PC Distributed Monitor System of Centrifugal Pump Station (in Chinese)
Guanqun Yang, Fluid Machinery, 2014
[Full Text in Chinese]
Preprints
Deep Learning under Fairness Constraint
Guanqun Yang, Lingxiao Wang, CS 269 Course Project, Winter 2019
[Full Text]
Fairness: What is the Right Thing to Do? A Comparative Study of Fairness-Preserving Algorithms
Guanqun Yang, CS 260 Course Project, Fall 2018
[Presentation Slide]-[Full Text]
Design and Implementation of Speaker Similarity Estimation System based on UCLA Variability Database
Yucong Wang, Jingjing Zhang, Guanqun Yang, Zhengtao Zhou, ECE 214A Course Project, Winter 2018
[Full Text]
Space Debris Terminator, a Comprehensive Approach
Guanqun Yang, Binzhe Li, Jiwei Liu, Mathematical Contest in Modeling, 2016
[Full Text]
Thesis
Fairness-Preserving Empirical Risk Minimization
Master Thesis, UCLA, 2019 [Full Text]
Pose Estimation of Mobile Robots Based on the Integration of IMU and Vision (in Chinese)
Bachelor Thesis, Northeastern University (China), 2017 [Full Text in Chinese]-[Abstract in English]
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