GUANNAN JIANG

Researcher, IMD, Contemporary Amperex Technology Co., Limited

Joined

March 2022

Names

GUANNAN JIANG (Preferred)

Emails

****@catl.com (Confirmed)

****@gmail.com (Confirmed)

****@zmail.unsw.edu.au (Confirmed)

****@unswalumni.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

IMD, Contemporary Amperex Technology Co., Limited (catl.com)

2021 – Present

PhD student

Mechanical & Manufacturing Engineering, University of New South Wales (unsw.edu.au)

2012 – 2016

Advisors, Relations & Conflicts

Coworker

Zhiyu Wang

2021 – Present

Coworker

Annan Shu

2020 – Present

Expertise

computer vision

machine learning

2012 – Present

Publications

FAST: Foreground‑aware Diffusion with Accelerated Sampling Trajectory for Segmentation‑oriented Anomaly Synthesis
Xichen Xu, Yanshu Wang, Jinbao Wang, XiaoNing Lei, Guoyang Xie, GUANNAN JIANG, Zhichao Lu
- NeurIPS 2025 poster
- Readers: Everyone
BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training
Chenyi yang, Wenjie Nie, Yuxin Zhang, Yuhang Wu, Xiawu Zheng, GUANNAN JIANG, Rongrong Ji
- ICML 2025 poster
- Readers: Everyone
BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training
Chenyi yang, Wenjie Nie, Yuxin Zhang, Yuhang Wu, Xiawu Zheng, GUANNAN JIANG, Jie Hu, Rongrong Ji
- Submitted to ICLR 2025
- Readers: Everyone
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
Mingrui Wu, Xinyue Cai, Jiayi Ji, Jiale Li, Oucheng Huang, Gen Luo, Hao Fei, GUANNAN JIANG, Xiaoshuai Sun, Rongrong Ji
- NeurIPS 2024 poster
- Readers: Everyone
QueryMatch: A Query-based Contrastive Learning Framework for Weakly Supervised Visual Grounding
Shengxin Chen, Gen Luo, Yiyi Zhou, Xiaoshuai Sun, GUANNAN JIANG, Rongrong Ji
- MM2024 Poster
- Readers: Everyone
Prompting to Adapt Foundational Segmentation Models
Jie Hu, Jie Li, Yue Ma, Liujuan Cao, Songan Zhang, Wei Zhang, GUANNAN JIANG, Rongrong Ji
- MM2024 Poster
- Readers: Everyone
Adaptive Selection based Referring Image Segmentation
Pengfei Yue, Jianghang Lin, Shengchuan Zhang, Jie Hu, Yilin Lu, Hongwei Niu, Haixin Ding, Yan Zhang, GUANNAN JIANG, Liujuan Cao, Rongrong Ji
- MM2024 Poster
- Readers: Everyone
Pseudo-label Alignment for Semi-supervised Instance Segmentation
Jie Hu, Chen Cheng, Liujuan Cao, Shengchuan Zhang, Annan Shu, GUANNAN JIANG, Rongrong Ji
- 02 Nov 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Rethinking the Metric in Few-shot Learning: From an Adaptive Multi-Distance Perspective
Jinxiang Lai, Siqian Yang, GUANNAN JIANG, Xi Wang, Yuxi Li, Xiaochen Chen, Jun Liu
- 15 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
CAT: Collaborative Adversarial Training
xingbin liu, Huafeng Kuang, Xianming Lin, GUANNAN JIANG, YONGJIAN WU, Xi Wang, Rongrong Ji
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone

View all 11 publications

Co-Authors

View all 51 co-authors