Siawpeng Er

Researcher, The Home Depot

Joined

October 2020

Names

Siawpeng Er (Preferred)

Emails

****@gatech.edu (Confirmed)

****@gmail.com (Confirmed)

****@homedepot.com (Confirmed)

Personal Links

Career & Education History

Researcher

The Home Depot (homedepot.com)

2022 – Present

PhD student

Georgia Institute of Technology (gatech.edu)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Shihao Yang

2020 – 2022

PhD Advisor

Tuo Zhao

2019 – 2022

Expertise

Deep learning

2019 – 2022

Natural Language Processing

2019 – 2022

Publications

Taxonomy-based Negative Sampling In Personalized Semantic Search for E-commerce
Uthman Jinadu, Siawpeng Er, Le Yu, Chen Liang, Bingxin Li, Yi Ding, Aleksandar Velkoski
- CoRR 2025
- Readers: Everyone
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint
Hao Liu, Minshuo Chen, Siawpeng Er, Wenjing Liao, Tong Zhang, Tuo Zhao
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Deep Learning in Biomedical Informatics and Modern Circuit Design
Siawpeng Er
- undefined 2022
- Readers: Everyone
Self-Training with Differentiable Teacher
Simiao Zuo, Yue Yu, Chen Liang, Haoming Jiang, Siawpeng Er, Chao Zhang, Tuo Zhao, Hongyuan Zha
- 2022 (modified: 01 Sept 2022)
- NAACL-HLT (Findings) 2022
- Readers: Everyone
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint
Hao Liu, Minshuo Chen, Siawpeng Er, Wenjing Liao, Tong Zhang, Tuo Zhao
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint
Hao Liu, Minshuo Chen, Siawpeng Er, Wenjing Liao, Tong Zhang, Tuo Zhao
- 2022 (modified: 16 Apr 2023)
- ICML 2022
- Readers: Everyone
Deep Learning Assisted End-to-End Synthesis of mm-Wave Passive Networks with 3D EM Structures: A Study on A Transformer-Based Matching Network
Siawpeng Er, Edward Liu, Minshuo Chen, Yan Li, Yuqi Liu, Tuo Zhao, Hua Wang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 Prediction
Siawpeng Er, Shihao Yang, Tuo Zhao
- CoRR 2021
- Readers: Everyone
Self-Training with Differentiable Teacher
Simiao Zuo, Yue Yu, Chen Liang, Haoming Jiang, Siawpeng Er, Chao Zhang, Tuo Zhao, Hongyuan Zha
- 2021 (modified: 23 Sept 2021)
- CoRR 2021
- Readers: Everyone
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision
Chen Liang, Yue Yu, Haoming Jiang, Siawpeng Er, Ruijia Wang, Tuo Zhao, Chao Zhang
- 2020 (modified: 06 Jan 2026)
- KDD 2020
- Readers: Everyone

View all 13 publications

Co-Authors

View all 26 co-authors