Huaibo Huang (黄怀波)   Associate Professor, MAIS & NLPR, CASIA University of Chinese Academy of Sciences Google Scholar  |  GitHub Email: huaibo.huang@cripac.ia.ac.cn

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Biography

I am an associate professor at Institute of Automation, Chinese Academy of Sciences (CASIA). I obtained my Ph.D. degree from CRIPAC-NLPR-CASIA in 2019, under the supervision of Prof. Tieniu Tan. Prior to that, I received my M.E. from Beihang University in 2016, supervised by Prof. Di Feng, and my B.E. from Xi’an Jiaotong University in 2012.

My current research interests mainly focus on multimodality, generative learning and low-level vision.

I am open to any discussion or collaboration. If you are interested, please feel free to contact me.

Recent Publications

ZePo: Zero-Shot Portrait Stylization with Faster Sampling Jin Liu, Huaibo Huang, Jie Cao, Ran He ACM MM 2024 (Accepted) Code Demo

InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser Xing Cui, Zekun Li, Peipei Li, Huaibo Huang, Xuannan Liu, Zhaofeng He ECCV 2024 (Accepted) Project Code

Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration Yuang Ai, Huaibo Huang[Corresponding Author], Xiaoqiang Zhou, Jiexiang Wang, Ran He CVPR 2024 Project Code

Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Yuang Ai, Xiaoqiang Zhou, Huaibo Huang[Corresponding Author], Lei Zhang, Ran He CVPR 2024 Project Code

RMT: Retentive Networks Meet Vision Transformers Qihang Fan, Huaibo Huang, Mingrui Chen, Hongmin Liu, Ran He CVPR 2024 Code

Heterogeneous Test-time Training for Multi-modal Person Re-identification Zi Wang, Huaibo Huang, Aihua Zheng, Ran He AAAI 2024

Memory Uncertainty Learning for Real-World Single Image Deraining Huaibo Huang, Mandi Luo, Ran He TPAMI 2023 Code Dataset

Lightweight Vision Transformer with Bidirectional Interaction Qihang Fan, Huaibo Huang, Xiaoqiang Zhou, Ran He NeurIPS 2023 Code

Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification Rui Wang, Peipei Li, Huaibo Huang, Chunshui Cao, Ran He, Zhaofeng He NeurIPS 2023 Code

Pluralistic Aging Diffusion Autoencoder Peipei Li, Rui Wang, Huaibo Huang, Ran He, Zhaofeng He ICCV 2023 Code

Vision Transformer with Super Token Sampling Huaibo Huang, Xiaoqiang Zhou, Jie Cao, Ran He, Tieniu Tan CVPR 2023 Code

Academic Services

• Journal Associate Editor: IEEE T-BIOM

• Journal Reviewer: TPAMI, IJCV, TIP, TIFS, TCSVT, PR

• Conference Area Chair: NeurIPS, PRCV

• Conference Reviewer: NeurIPS, ICLR, ICML, CVPR, ICCV, ECCV

Honors and Awards

• [2024.03] 吴文俊人工智能科学技术奖技术发明一等奖（First Prize of Wu Wenjun AI Technology Invention Award）(3/6)

• [2023.11] 北京市科技新星创新新星（Beijing Nova Program）

• [2023.06] Runner-Up Award in NTIRE 2023 Challenge on 360°Omnidirectional Image Super-Resolution

• [2023.06] 2nd Place Award in NTIRE 2023 Challenge on Image Super-Resolution (x4)

• [2022.01] 中国科学院青年创新促进会会员（Member of CAS Youth Innovation Promotion Association）

• [2020.01] 北京市科学技术协会青年人才托举工程（BAST Young talents Lift Engineering）

• [2019.07] International Workshops of ITMC in ICME Best Student Paper Award

• [2019.06] 北京市优秀毕业生（Beijing Outstanding Graduates）

• [2019.06] 中国科学院院长优秀奖（Chinese Academy of Sciences Presidential Scholarship）