Yu Mao

Researcher, ByteDance Inc.

Joined

May 2021

Names

Yu Mao (Preferred)

,

YU MAO

Emails

****@my.cityu.edu.hk (Confirmed)

Personal Links

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2026 – Present

Postdoc

Mohamed bin Zayed University of Artificial Intelligence (mbzuai.ac.ae)

2024 – 2025

PhD student

City University of Hong Kong (cityu.edu.hk)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2024

Expertise

data compression

Present

model compression

Present

Publications

Towards Scalable Oversight with Collaborative Multi-Agent Debate in Error Detection
Yongqiang Chen, Gang Niu, Yu Mao, James Cheng, Bo Han, Masashi Sugiyama
- Submitted to ICLR 2026
- Readers: Everyone
LiteByte: Efficient and Fast-Adapting MLPs for Online Byte-Level Prediction
Yu Mao, Yuyan Lin, Xue Liu, Chun Jason Xue
- MOSS@ICML2025
- Readers: Everyone
Extending Flexibility of Image Coding Enhancement Framework for IoTs
Yu Mao, Jingzong LI, Jun Wang, Hong Xu, Tei-Wei Kuo, Nan Guan, Chun Jason Xue
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SHAP-CAT: A interpretable multi-modal framework enhancing WSI classification via virtual staining and shapley-value-based multimodal fusion
Jun Wang, Yu Mao, Nan Guan, Chun Jason Xue
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
2D-Empowered 3D Object Detection on the Edge
Jingzong Li, Yik Hong Cai, Libin Liu, Yu Mao, Chun Jason Xue, Hong Xu
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
A Fast Transformer-based General-Purpose Lossless Compressor
Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
TRACE: A Fast Transformer-based General-Purpose Lossless Compressor
Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- WWW 2022
- Readers: Everyone
Accelerating General-purpose Lossless Compression via Simple and Scalable Parameterization
Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ACM Multimedia 2022
- Readers: Everyone
The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization
Ziquan Liu, Yufei Cui, Jia Wan, Yu Mao, Antoni B. Chan
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- CoRR 2021
- Readers: Everyone
Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression
Yufei Cui, Ziquan Liu, Qiao Li, Yu Mao, Antoni B. Chan, Chun Jason Xue
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- CoRR 2021
- Readers: Everyone

View all 11 publications

Co-Authors