Yizhou Zhou

Researcher, TAPD, WeChat AI

Joined

July 2019

Names

Yizhou Zhou

Emails

****@mail.ustc.edu.cn (Confirmed)

****@microsoft.com (Confirmed)

****@tencent.com (Confirmed)

****@hotmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

TAPD, WeChat AI (tencent.com)

2021 – Present

PhD student

Microsoft (microsoft.com)

2016 – 2021

Undergrad student

Automation, University of Science and Technology of China (ustc.edu)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Wenjun Zeng

2016 – 2021

Expertise

multimodal large language model

2022 – Present

Neural Architecture Search

2019 – Present

Self-supervised Representation Learning

2019 – Present

Video Representation Learning

2016 – Present

Publications

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification
Yongliang Wu, Yizhou Zhou, Zhou Ziheng, Yingzhe Peng, Xinyu Ye, Xinting Hu, Wenbo Zhu, Lu Qi, Ming-Hsuan Yang, Xu Yang
- ICLR 2026 Poster
- Readers: Everyone
MMAR: Towards Lossless Multi-Modal Auto-Regressive Prababilistic Modeling
Jian Yang, Dacheng Yin, Yizhou Zhou, Fengyun Rao, Wei Zhai, Yang Cao, Zheng-Jun Zha
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
Cong Chen, Mingyu Liu, Chenchen Jing, Yizhou Zhou, Fengyun Rao, Hao Chen, Bo Zhang, Chunhua Shen
- ICLR 2025 Spotlight
- Readers: Everyone
Visual Perception by Large Language Model’s Weights
Feipeng Ma, Hongwei Xue, Yizhou Zhou, Guangting Wang, Fengyun Rao, Shilin Yan, Yueyi Zhang, Siying Wu, Mike Zheng Shou, Xiaoyan Sun
- NeurIPS 2024 poster
- Readers: Everyone
Distribution Consistent Neural Architecture Search
Junyi Pan, Chong Sun, Yizhou Zhou, Ying Zhang, Chen Li
- 2022 (modified: 15 Nov 2022)
- CVPR 2022
- Readers: Everyone
VAE^2: Preventing Posterior Collapse of Variational Video Predictions in the Wild
Yizhou Zhou, Chong Luo, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
Unsupervised Visual Representation Learning by Tracking Patches in Video
Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong
- 2021 (modified: 15 Nov 2022)
- CVPR 2021
- Readers: Everyone
Posterior-Guided Neural Architecture Search
Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng
- 2020 (modified: 04 Nov 2022)
- AAAI 2020
- Readers: Everyone
Spatiotemporal Fusion in 3D CNNs: A Probabilistic View
Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng
- 2020 (modified: 04 Nov 2022)
- CoRR 2020
- Readers: Everyone
Spatiotemporal Fusion in 3D CNNs: A Probabilistic View
Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng
- 2020 (modified: 04 Nov 2022)
- CVPR 2020
- Readers: Everyone

View all 14 publications

Co-Authors

View all 38 co-authors