Bingbing Li

PhD student, University of Connecticut

Joined

March 2020

Names

Bingbing Li (Preferred)

Emails

****@uconn.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Connecticut (uconn.edu)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

2019 – Present

Expertise

Model compression

2019 – Present

NLP

2019 – Present

Robot

2014 – Present

Publications

Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding
- 2021 (modified: 14 Nov 2021)
- DAC 2021
- Readers: Everyone
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Sung-en Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Hang Liu, Caiwen Ding
- 2021 (modified: 14 Nov 2021)
- CoRR 2021
- Readers: Everyone
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation
Deniz Gurevin, Mikhail A. Bragin, Caiwen Ding, Shanglin Zhou, Lynn Pepin, Bingbing Li, Fei Miao
- 2021 (modified: 14 Nov 2021)
- IJCAI 2021
- Readers: Everyone
E.T.: re-thinking self-attention for transformer models on GPUs
Shiyang Chen, Shaoyi Huang, Santosh Pandey, Bingbing Li, Guang R. Gao, Long Zheng, Caiwen Ding, Hang Liu
- 2021 (modified: 14 Nov 2021)
- SC 2021
- Readers: Everyone
Detecting Gender Bias in Transformer-based Models: A Case Study on BERT
Bingbing Li, Hongwu Peng, Rajat Sainju, Junhuan Yang, Lei Yang, Yueying Liang, Weiwen Jiang, Binghui Wang, Hang Liu, Caiwen Ding
- 2021 (modified: 14 Nov 2021)
- CoRR 2021
- Readers: Everyone
Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization
Panjie Qi, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Hongwu Peng, Shaoyi Huang, Zhenglun Kong, Yuhong Song, Bingbing Li
- 2021 (modified: 14 Nov 2021)
- CoRR 2021
- Readers: Everyone
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding
- 2021 (modified: 14 Nov 2021)
- CoRR 2021
- Readers: Everyone
An Efficient Deep Reinforcement Learning Framework for UAVs
Shanglin Zhou, Bingbing Li, Caiwu Ding, Lu Lu, Caiwen Ding
- 2020 (modified: 14 Nov 2021)
- ISQED 2020
- Readers: Everyone
FTRANS: energy-efficient acceleration of transformers using FPGA
Bingbing Li, Santosh Pandey, Haowen Fang, Yanjun Lyv, Ji Li, Jieyang Chen, Mimi Xie, Lipeng Wan, Hang Liu, Caiwen Ding
- 2020 (modified: 14 Nov 2021)
- ISLPED 2020
- Readers: Everyone
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
Bingbing Li, Zhenglun Kong, Tianyun Zhang, Ji Li, Zhengang Li, Hang Liu, Caiwen Ding
- 2020 (modified: 14 Nov 2021)
- EMNLP (Findings) 2020
- Readers: Everyone

View all 13 publications

Co-Authors

View all 39 co-authors