Belinda Zeng

Researcher, Facebook

Joined

May 2021

Names

Belinda Zeng (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Facebook (meta.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

Large Language Model

2020 – Present

Deep Learning

2015 – Present

Publications

Robust Multi-Task Learning with Excess Risks
Yifei He, Shiji Zhou, Guojun Zhang, Hyokun Yun, Yi Xu, Belinda Zeng, Trishul Chilimbi, Han Zhao
- ICML 2024 Poster
- Readers: Everyone
Diffusion Models for Multi-Task Generative Modeling
Changyou Chen, Han Ding, Bunyamin Sisman, Yi Xu, Ouye Xie, Benjamin Z. Yao, Son Dinh Tran, Belinda Zeng
- ICLR 2024 poster
- Readers: Everyone
OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding
Zhan Shi, Guoyin Wang, Ke Bai, Jiwei Li, Xiang Li, qingjun cui, Belinda Zeng, Trishul Chilimbi, Xiaodan Zhu
- EMNLP 2023 Main
- Readers: Everyone
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective
Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Dinh Tran, Belinda Zeng, Trishul Chilimbi
- Published: 31 Oct 2022, Last Modified: 15 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Multi-modal Alignment using Representation Codebook
Jiali Duan, Liqun Chen, Son Dinh Tran, Jinyu Yang, Yi Xu, Belinda Zeng
- 31 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Vision-Language Pre-Training with Triple Contrastive Learning
Jinyu Yang, Jiali Duan, Son Dinh Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang
- 31 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors

View all 27 co-authors