Lixiang Ru

Researcher, Ant Group

Joined

December 2018

Names

Lixiang Ru (Preferred)

Emails

****@outlook.com (Confirmed)

****@whu.edu.cn (Confirmed)

****@antgroup.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Ant Group (antgroup.com)

2023 – Present

PhD student

Wuhan University (whu.edu.cn)

2018 – 2023

Intern

JD Explore Academy (jd.com)

2021 – 2022

Undergrad student

Wuhan University (whu.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Bo Du

2018 – 2023

Expertise

Weakly-Supervised Semantic Segmentation

2020 – 2023

Multi-Temporal Image Change Detection

2018 – 2020

Publications

ARGenSeg: Image Segmentation with Autoregressive Image Generation Model
Xiaolong Wang, Lixiang Ru, Ziyuan Huang, Kaixiang Ji, DanDan Zheng, Jingdong Chen, JUN ZHOU
- NeurIPS 2025 poster
- Readers: Everyone
Parameter-Efficient Complementary Expert Learning for Long-Tailed Visual Recognition
Lixiang Ru, Xin Guo, Lei Yu, Yingying Zhang, Jiangwei Lao, Jian Wang, Jingdong Chen, Yansheng Li, Ming Yang
- MM2024 Poster
- Readers: Everyone
POA: Pre-training Once for Models of All Sizes
Yingying Zhang, Xin Guo, Jiangwei Lao, Lei Yu, Lixiang Ru, Jian Wang, Guo Ye, Huimei He, Jingdong Chen, Ming Yang
- CoRR 2024
- Readers: Everyone
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery
Xin Guo, Jiangwei Lao, Bo Dang, Yingying Zhang, Lei Yu, Lixiang Ru, Liheng Zhong, Ziyuan Huang, Kang Wu, Dingxiang Hu, Huimei He, Jian Wang, Jingdong Chen, Ming Yang, Yongjun Zhang, Yansheng Li
- CVPR 2024
- Readers: Everyone
Parameter-Efficient Complementary Expert Learning for Long-Tailed Visual Recognition
Lixiang Ru, Xin Guo, Lei Yu, Yingying Zhang, Jiangwei Lao, Jian Wang, Jingdong Chen, Yansheng Li, Ming Yang
- ACM Multimedia 2024
- Readers: Everyone
Token Contrast for Weakly-Supervised Semantic Segmentation
Lixiang Ru, Heliang Zheng, Yibing Zhan, Bo Du
- CVPR 2023
- Readers: Everyone
Token Contrast for Weakly-Supervised Semantic Segmentation
Lixiang Ru, Heliang Zheng, Yibing Zhan, Bo Du
- 2023 (modified: 23 Apr 2023)
- CoRR 2023
- Readers: Everyone
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling
Lixiang Ru, Bo Du, Yibing Zhan, Chen Wu
- 2022 (modified: 13 Apr 2022)
- Int. J. Comput. Vis. 2022
- Readers: Everyone
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers
Lixiang Ru, Yibing Zhan, Baosheng Yu, Bo Du
- 2022 (modified: 16 Nov 2022)
- CVPR 2022
- Readers: Everyone
Multi-Temporal Scene Classification and Scene Change Detection With Correlation Based Fusion
Lixiang Ru, Bo Du, Chen Wu
- 2021 (modified: 13 Apr 2022)
- IEEE Trans. Image Process. 2021
- Readers: Everyone

View all 12 publications

Co-Authors

View all 26 co-authors