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

Rectifying Magnitude Neglect in Linear Attention Qihang Fan, Huaibo Huang, Yuang Ai, Ran He ICCV 2025 (Highlight) Code

Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens Qihang Fan, Huaibo Huang, Mingrui Chen, Ran He ICCV 2025

Breaking the Low-Rank Dilemma of Linear Attention Qihang Fan, Huaibo Huang, Ran He CVPR 2025 Code

MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu, Zekun Li, Pei Pei Li, Huaibo Huang, Shuhan Xia, Xing Cui, Linzhi Huang, Weihong Deng, Zhaofeng He ICLR 2024 Project Code

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation Yuang Ai, Xiaoqiang Zhou, Huaibo Huang, Xiaotian Han, Zhengyu Chen, Quanzeng You, Hongxia Yang NeurIPS 2024 Code

Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model Haogeng Liu, Quanzeng You, Xiaotian Han, Yongfei Liu, Huaibo Huang, Ran He, Hongxia Yang NeurIPS 2024 Code

Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation Hongbo Wang, Jie Cao, Jin Liu, Xiaoqiang Zhou, Huaibo Huang, Ran He NeurIPS 2024

Academic Services

• Journal Associate Editor: IEEE T-BIOM

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

• Conference Area Chair: NeurIPS, ACMMM, ICLR, 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）