I am a Postdoctoral Research Fellow with the Wangxuan Institute of Computer Technology, Peking University, and work with Prof. Dongyan Zhao. I received my PhD through the joint program between the Nanyang Technological University and Beijing University of Posts and Telecommunications, advised by Prof. Zonghai Hu and Prof. Erik Cambria.

My research interests include multimodal information processing (ICLR 2023), natural language processing (COLING 2024), and multimodal fusion (Information Fusion 2023). Now my research focuses on multimodal large model perception and reasoning.

SarcNet: A multilingual multimodal sarcasm detection dataset
COLING 2024 (Oral)
Tan Yue, Xuzhao Shi, Rui Mao, Zonghai Hu, Erik Cambria
[paper] [code]

Revisit Finetuning strategy for Few-Shot Learning to Transfer the Emdeddings
ICLR 2023
Heng Wang, Tan Yue, Xiang Ye, Zihang He, Bohan Li, Yong Li
[paper] [code]

KnowleNet: Knowledge fusion network for multimodal sarcasm detection
Information Fusion (2023) (JCR: Q1, IF: 18.6)
Tan Yue, Rui Mao, Heng Wang, Zonghai Hu, Erik Cambria
[paper]

Lightweight fine-grained classification for scientific paper
Journal of Intelligent & Fuzzy Systems (2022) (JCR: Q4, IF: 2)
Tan Yue, Zihang He, Chang Li, Zonghai Hu, Yong Li
[paper]

Dwsa: An intelligent document structural analysis model for information extraction and data mining
Electronics (2021) (JCR: Q3, IF: 2.69)
Tan Yue, Yong Li, Zonghai Hu
[paper]

基于预训练编码器的论文细粒度化多标签标注方法及装置(A method and device for fine-grained multi-label annotation of paper by pre-trained encoder)
Chinese Invention Patent, 2023, ZL202211198214.5
Zonghai Hu, Tan Yue, Jiedong Qin, Xuzhao Shi, Zijiao Fan, Yuanyang Yang, Yuan Jiang

基于多模态分层融合网络的细粒度化论文分类方法及装置(A method and device for fine-grained paper classification by multimodal hierarchical fusion network)
Chinese Invention Patent, 2022, ZL202111567384.1
Zonghai Hu, Tan Yue, Jiedong Qin, Xuzhao Shi, Zijiao Fan

保险行业文档智能化解析方法和装置(An intelligent analysis method and device for insurance document)
Chinese Invention Patent, 2021, ZL202011621201.5
Tan Yue, Zonghai Hu

基于正则化集成学习的多模态细粒度论文分类方法和系统(A multimodal fine-grained paper classification method and system by regularization ensemble learning)
Chinese Invention Patent (Application)
Zonghai Hu, Tan Yue, Yuanyang Yang, Yuan Jiang, Zijiao Fan, Xuzhao Shi, Jiedong Qin

基于并行是非分类的多类别图像分类方法和系统(A method and system for multi-class image classification based on parallel binary classification)
Chinese Invention Patent (Application)
Zonghai Hu, Yuanyang Yang, Tan Yue

• Peking University Boya Postdoctoral Fellowship, Peking University, 2024
• National Scholarship (PhD), Ministry of Education of China, 2023
• Beijing Outstanding Graduate (PhD), Beijing Municipal Education Commission, 2024
• Beijing Outstanding Graduate (Undergraduate), Beijing Municipal Education Commission, 2018
• Enterprise Scholarships, Beijing University of Posts and Telecommunications, 2019
• The First Prize Scholarship, Beijing University of Posts and Telecommunications, 2021

• Reviewer Information Fusion
• Reviewer IEEE Transactions on Affective Computing
• Reviewer Knowledge-Based Systems
• Reviewer Journal of Intelligent & Fuzzy Systems
• Reviewer Multimedia Tools and Applications
• Chair Baidu Academic Association in BUPT
• Member China Computer Federation
• Member The Chinese Institute of Electronics

• The 2nd AIIA Cup National Artificial Intelligence Competition
National Championship
• Chinese College Computer Competition
First prize (North China)
• The 8th China Internet + National College Students Innovation and Entrepreneurship Competition
Third prize
• The 7th China Internet + National College Students Innovation and Entrepreneurship Competition
Second prize
• The 6th China Internet + National College Students Innovation and Entrepreneurship Competition
Third prize

Wangxuan Institute of Computer Technology, Peking University
No. 128 Zhongguancun North Street
Haidian District, Beijing, 100871
yuetan [at] pku.edu.cn