Dongliang Zhou  < 周栋梁 />


B.Eng. CS., Ph.D. CS.

Harbin Institute of Technology, Shenzhen


Google Scholar


If you are interested in working with me on reasearch or projects, you can email me at [zhou-dongliang at outlook.com].

Short Bio

Dongliang Zhou obtained his doctoral degree from the School of Computer Science and Technology at Harbin Institute of Technology, Shenzhen. Currently, he is a postdoctoral researcher under the supervision of Prof. Liqiang Nie. His research focuses on multimedia computing, multimodal learning, and image synthesis.

Selected Publications

Safe-VLN: Collision Avoidance for Vision-and-Language Navigation of Autonomous Robots Operating in Continuous Environments

Lu Yue, Dongliang Zhou, Liang Xie, Feitian Zhang, Ye Yan, and Erwei Yin

IEEE Robotics and Automation Letters, 2024



Towards Intelligent Design: A Self-Driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures

Minglong Dong, Dongliang Zhou, Jianghong Ma, and Haijun Zhang

IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024



FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting

Dongliang Zhou, Haijun Zhang, Jianghong Ma, Jicong Fan, and Zhao Zhang

ACM International Conference on Multimedia, 2023



Toward Intelligent Interactive Design: A Generation Framework Based on Cross-domain Fashion Elements

Jianyang Shi, Haijun Zhang, Dongliang Zhou, and Zhao Zhang

ACM International Conference on Multimedia, 2023



BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing

Dongliang Zhou, Haijun Zhang, Jianghong Ma, and Jianyang Shi

IEEE Transactions on Circuits and Systems for Video Technology, 2023



COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles

Dongliang Zhou, Haijun Zhang, Qun Li, Jianghong Ma, and Xiaofei Xu

IEEE Transactions on Multimedia, 2023



Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework

Dongliang Zhou, Haijun Zhang, Kai Yang, Linlin Liu, Han Yan, Xiaofei Xu, Zhao Zhang, and Shuicheng Yan

IEEE Transactions on Neural Networks and Learning Systems, 2022



Toward Intelligent Design: An AI-based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators

Han Yan, Haijun Zhang, Linlin Liu, Dongliang Zhou, Xiaofei Xu, Zhao Zhang, and Shuicheng Yan

IEEE Transactions on Multimedia, 2022


Professional Services

Program Committee Member

Journal Reviewer