Wang Zhe Mark

Researcher, Machine Intellection, , A*STAR

Joined

September 2019

Names

Wang Zhe Mark (Preferred)

Zhe Wang

Emails

****@i2r.a-star.edu.sg (Confirmed)

****@gmail.com (Confirmed)

****@163.com

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Machine Intellection, , A*STAR (i2r.a-star.edu.sg)

2017 – Present

Advisors, Relations & Conflicts

Coworker

Xulei Yang

2017 – Present

PhD Advisor

Weisi Lin

2022 – 2024

Expertise

Model Compression

Efficient Deep Learning

Computer Vision

2017 – 2024

Publications

Quantization with Purpose: Loss-Aware Bit Allocation for Gradient Compression
Fei Gao, Wang Zhe Mark, Wenhan Yang, Long Xu, LINGYU DUAN, Zhuo Chen
- Submitted to ICLR 2026
- Readers: Everyone
CERSA: Cumulative Energy-Retaining Subspace Adaptation for Memory-Efficient Fine-Tuning
Jingze Ge, Xue Geng, Yun Liu, Wanqi Dong, Wang Zhe Mark, Ngai-Man Cheung, Min Wu, Xulei Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BLOB-Q: Boosting Low Bit ViT Quantization via Global Optimization on Model Distortion
Wang Zhe Mark, Kaixin Xu, Xue Geng, Fen Fang, Mohamed M. Sabry Aly, Xulei Yang, Min Wu, Weisi Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Distribution-Aware Diffusion Model Quantization via Distortion Minimization
Wang Zhe Mark, Fen Fang, Xu Kaixin, Hongyuan Zhu, Ying Sun, Xue Geng, Xulei Yang, Min Wu, Weisi Lin
- Submitted to ICLR 2025
- Readers: Everyone
DM3D: Parameter-Efficient and Lossless 3D Object Detection via Distortion Minimization
Kaixin Xu, qingtian feng, Hao Chen, HU TIHUA, Wang Zhe Mark, Xue Geng, Xulei Yang, Min Wu, Xiaoli Li, Weisi Lin
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming
Lorenzo Orecchia, Jiawei Hu, Xue He, Wang Zhe Mark, Xulei Yang, Min Wu, Xue Geng
- NeurIPS 2024 poster
- Readers: Everyone
LSP: Low-Power Semi-structured Pruning for Vision Transformers
Kaixin Xu, Zhe Wang, Chunyun Chen, Xue Geng, Jie Lin, Min Wu, Xiaoli Li, Weisi Lin
- Submitted to ICLR 2024
- Readers: Everyone
MABA-Net: Masked Additive Binary Activation Network
Xue Geng, Jiawei Hu, Jie Lin, Zhe Wang, Shaohua Li, Min Wu, Mohamed M. Sabry Aly
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Improved Fully Quantized Training via Rectifying Batch Normalization
Kaixin Xu, Jie Lin, Zhe Wang, Peng Hu, Ziyuan Zhao
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Delving into Channels: Exploring Hyperparameter Space of Channel Bit Widths with Linear Complexity
Zhe Wang, Jie Lin, Xue Geng, Mohamed M. Sabry Aly, Vijay Chandrasekhar
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone

View all 11 publications

Co-Authors

View all 34 co-authors