Jinguo Zhu

Researcher, Shanghai Artificial Intelligence Laboratory

Joined

May 2022

Names

Jinguo Zhu (Preferred)

Emails

****@stu.xjtu.edu.cn (Confirmed)

****@pjlab.org.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2024 – 2027

PhD student

Xi'an Jiaotong University (xjtu.edu.cn)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Xiaohua Wang

2019 – Present

Coauthor

Hao Li

2020 – 2023

Coauthor

Jifeng Dai

2020 – 2023

Expertise

representation learning

2021 – Present

multimodal learning

2021 – Present

object detection

2016 – Present

knowledge distillation

2018 – 2021

Publications

V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
Junqi Ge, Ziyi Chen, Jintao Lin, Jinguo Zhu, Xihui Liu, Jifeng Dai, Xizhou Zhu
- OpenReview Archive Direct Upload
- Readers: Everyone
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
Weiye Xu, Jiahao Wang, Weiyun Wang, Zhe Chen, Wengang Zhou, Aijun Yang, Lewei Lu, Houqiang Li, Xiaohua Wang, Xizhou Zhu, Wenhai Wang, Jifeng Dai, Jinguo Zhu
- ICLR 2026 Poster
- Readers: Everyone
VisualPRM400K: An Effective Dataset for Training Multimodal Process Reward Models
Weiyun Wang, Zhangwei Gao, Lianjie Chen, Zhe Chen, Jinguo Zhu, Xiangyu Zhao, Yangzhou Liu, Yue Cao, Shenglong Ye, Xizhou Zhu, Lewei Lu, Haodong Duan, Yu Qiao, Jifeng Dai, Wenhai Wang
- ICLR 2026 Poster
- Readers: Everyone
Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency Sampling
Jiahao Wang, Weiye Xu, Aijun Yang, Wengang Zhou, Lewei Lu, Houqiang Li, Xiaohua Wang, Jinguo Zhu
- NeurIPS 2025 poster
- Readers: Everyone
NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints
Changyao Tian, Hao Li, Gen Luo, Xizhou Zhu, Weijie Su, Hanming Deng, Jinguo Zhu, Jie Shao, Ziran Zhu, Yunpeng Liu, Lewei Lu, Wenhai Wang, Hongsheng Li, Jifeng Dai
- NeurIPS 2025 poster
- Readers: Everyone
SEED-X: Multimodal Models in Real World
Yuying Ge, Sijie Zhao, Jinguo Zhu, Yixiao Ge, Kun Yi, Lin Song, Chen Li, Ying Shan
- Submitted to ICLR 2025
- Readers: Everyone
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning
Chenyu Yang, Xizhou Zhu, Jinguo Zhu, Weijie Su, Junjie Wang, Xuan Dong, Wenhai Wang, Bin Li, Jie Zhou, Yu Qiao, Jifeng Dai
- NeurIPS 2024 poster
- Readers: Everyone
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models
Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
- NeurIPS 2023 poster
- Readers: Everyone
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs
Jinguo Zhu, Xizhou Zhu, Wenhai Wang, Xiaohua Wang, Hongsheng Li, Xiaogang Wang, Jifeng Dai
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Layerwise Optimization by Gradient Decomposition for Continual Learning
Shixiang Tang, Dapeng Chen, Jinguo Zhu, Shijie Yu, Wanli Ouyang
- 2021 (modified: 19 Nov 2022)
- CVPR 2021
- Readers: Everyone

View all 14 publications

Co-Authors

View all 68 co-authors