Haoli Bai

Researcher, Huawei Technologies Ltd.

Joined

March 2020

Names

Haoli Bai (Preferred)

Emails

****@cse.cuhk.edu.hk (Confirmed)

****@gmail.com (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2021 – Present

PhD student

The Chinese University of Hong Kong (cuhk.edu.hk)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Irwin King

Present

PhD Advisor

Michael R. Lyu

Present

Expertise

Natural language processing

2020 – Present

Efficient deep learning

2019 – Present

Publications

Visually Guided Generative Text-Layout Pre-training for Document Intelligence
Zhiming Mao, Haoli Bai, Lu Hou, Jiansheng Wei, Xin Jiang, Qun Liu, Kam-Fai Wong
- Published: 01 Jan 2024, Last Modified: 12 Apr 2024
- CoRR 2024
- Readers: Everyone
Towards Efficient Post-training Quantization of Pre-trained Language Models
Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael Lyu
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
BinaryBERT: Pushing the Limit of BERT Quantization
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jin Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King
- 2021 (modified: 07 Oct 2021)
- ACL/IJCNLP (1) 2021
- Readers: Everyone
Towards Efficient Post-training Quantization of Pre-trained Language Models
Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu
- 2021 (modified: 07 Oct 2021)
- CoRR 2021
- Readers: Everyone
Gradient estimation of information measures in deep learning
Liangjian Wen, Haoli Bai, Lirong He, Yiji Zhou, Mingyuan Zhou, Zenglin Xu
- Published: 01 Jan 2021, Last Modified: 13 May 2023
- Knowl. Based Syst. 2021
- Readers: Everyone
Revisiting Parameter Sharing for Automatic Neural Channel Number Search
Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Xupeng Shi, Junzhou Huang, Irwin King, Michael R. Lyu, Jian Cheng
- 2020 (modified: 14 Nov 2024)
- NeurIPS 2020
- Readers: Everyone
BinaryBERT: Pushing the Limit of BERT Quantization
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jing Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King
- 2020 (modified: 17 Mar 2026)
- CoRR 2020
- Readers: Everyone
Few Shot Network Compression via Cross Distillation
Haoli Bai, Jiaxiang Wu, Irwin King, Michael R. Lyu
- 2020 (modified: 14 Nov 2024)
- AAAI 2020
- Readers: Everyone
Bayesian Automatic Model Compression
Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Jian Cheng
- 2020 (modified: 21 Feb 2025)
- IEEE J. Sel. Top. Signal Process. 2020
- Readers: Everyone
M-NAS: Meta Neural Architecture Search
Jiaxing Wang, Jiaxiang Wu, Haoli Bai, Jian Cheng
- 2020 (modified: 13 Nov 2024)
- AAAI 2020
- Readers: Everyone

View all 19 publications

Co-Authors

View all 43 co-authors