Chuang Lin

I'm currently a final-year Ph.D. student at Monash University, supervised by Prof.Jianfei Cai and Prof.Gholamreza (Reza) Haffari. Previously, I received my M.Eng. degree from Harbin Institute of Technology and B.Eng. degree from Jilin University.

I'm broadly interested in computer vision and deep learning. My current research focuses on vision-and-language, domain adaptation generative AI.

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Research
Generative Region-Language Pretraining for Open-Ended Object Detection
Chuang Lin, Yi Jiang, Lizhen Qu, Zehuan Yuan and Jianfei Cai
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2024
paper / bibtex / code

Learning Object-Language Alignments for Open-Vocabulary Object Detection
Chuang Lin, Peize Sun, Yi Jiang, Ping Luo, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan and Jianfei Cai
International Conference on Learning Representations (ICLR) , 2023
paper / bibtex / code

Multimodal Transformer with Variable-length Memory for Vision-and-Language Navigation
Chuang Lin, Yi Jiang, Jianfei Cai, Lizhen Qu, Gholamreza Haffari, and Zehuan Yuan
European Conference on Computer Vision (ECCV) , 2022
paper / bibtex / code

Domain-Invariant Disentangled Network for Generalizable Object Detection
Chuang Lin, Zehuan Yuan, Sicheng Zhao, Peize Sun, Changhu Wang, Jianfei Cai
IEEE International Conference on Computer Vision (ICCV), 2021
paper / bibtex

Multi-source Domain Adaptation for Visual Sentiment Classification
Chuang Lin, Sicheng Zhao, Lei Meng, CHUA Tat Seng
AAAI Conference on Artificial Intelligence (AAAI), 2020
paper / bibtex

CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions , (Oral)
Sicheng Zhao, Chuang Lin, Pengfei Xu, Sendong Zhao, Ravi Krishna, Guiguang Ding, Kurt Keutzer
AAAI Conference on Artificial Intelligence (AAAI), 2019
paper / bibtex

Cycle-consistency Based Hierarchical Dense Semantic Correspondence, (Oral)
Chuang Lin, Hongxun Yao, Wei Yu, Xiaoshuai Sun
IEEE International Conference on Image Processing (ICIP), 2018
paper / bibtex

Education Background
Ph.D.
Faculty of Information Technology
December 2020 - Present | Monash University, Australia
Advisor: Prof. Jianfei Cai and Prof. Gholamreza (Reza) Haffari
M.Eng.
School of Computer Science and Technology
September 2017 - July 2019 | VILab-HIT, Harbin Institute of Technology, China
Advisor: Prof. Hongxun Yao and Dr. Sicheng Zhao
B.Eng.
School of Computer Science and Technology
September 2013 - July 2017 | Jilin University, China
Research Experience
Research Intern
March 2020 - May 2023 | ByteDance, China
Advisor: Yi Jiang and Dr. Zehuan Yuan
Research Intern
July 2019 - February 2020 | NUS-Tsinghua Extreme Search Center (NExT), National University of Singapore(NUS), Singapore
Advisor: Prof. CHUA Tat Seng and Dr. Meng Lei
Research Intern
May 2018 - September 2018 | DiDi, China
Advisor: Dr. Pengfei Xu