Xiangxian Li 李象贤

About Me

I am currently a postdoctoral researcher at the School of Mechanical, Electrical & Information Engineering, Shandong University (SDU), working with Assoc. Prof. Juan Liu and Assoc. Prof. Yulong Bian, and my cooperative supervisor is Prof. Yunfeng Bi.

I received my Ph.D. from the School of Software at SDU in June 2024, under the supervision of Prof. Lei Meng and Prof. Xiangxu Meng. From 2020 to 2024, I worked on cross-modal learning in long-tailed classification with the MMRC team at SDU. Prior to that, between 2018 and 2020, I researched personalized user interface recommendation at SDU. I earned my Bachelor’s degree from Huazhong University of Science and Technology (HUST) in June 2018.

My research interests lie in the fields of deep learning, multimedia computing, and intelligent human-computer interaction. Specifically, I focus on cross-modal learning, imbalanced data learning, visual representation learning, and the analysis of physiological signals.

Research Interests

• Cross-modal Learning: visual-semantic alignment, cross-modal inference
• Imbalanced learning: long-tailed image/text classification
• Visual representation learning: image/video representation learning
• Physiological signal analysis: EEG-based flow experience recognition

News

• [Aug. 2025] Our 2 papers are accepted by EMNLP 2025.
• [Aug. 2025] paper about Cross-modal Incomplete Tabular Reconstruction is accepted by JSCI.
• [Aug. 2025] Paper about Multimodal Adaptive Gaussian Networks for Intent Inference is accepted by MM 2025.
• [Jul. 2025] Paper about Dynamic Flow Assessment with EEG Signal is accepted by UIST 2025.
• [Feb. 2025] Paper about Reviewing of Computing Flow Experience is accepted by CHI Conference 2025.
• [Feb. 2025] Paper about Balanced Contrastive Learning in Criminal Motive Classification is accepted by EPJ Data Science.
• [Dec. 2024] Paper about Causal Inference on Visual-Semantic Graph is accepted by AAAI 2025.
• [Dec. 2024] Paper about ASD Stereotyped Movement Recognition is accepted by JBHI.
• [Nov. 2024] I join the School of Mechanical, Electrical & Information Engineering, Shandong University as a postdoctoral researcher.
• [Sep. 2024] Paper about Detecting Simultaneous Flow is accepted by UbiComp/IMWUT.
• [Jun. 2024] I am graduated from Shandong University.
• [Sep. 2023] Paper about Cross-modal Inference is accepted by Journal of Software.
• [Apr. 2023] Paper about Cross-modal Long-tailed Classification is accepted by CVM.
• [Oct. 2023] Our team win the Jury Award in the track 2 of Nico challenge 2022 competition.
• [Oct. 2021] I make a presentation for paper about Long-tailed Adversarial Training.
• [Oct. 2021] l participate in ACM MM 2021.
• [Sep. 2018] I start to study as a Ph.D. student at the School of Software, Shandong University.

Selected Publications

Awards

• [2023] China College Students’ Service Outsourcing Innovation and Entrepreneurship Competition: National Second Prize in Track B
• [2022] NICO CHALLENGE (ECCV Workshop): Jury Award in the Mixed-Context Generalization Track
• [2021] ACM MM Watch and Buy: Multimodal Product Identification Challenge: Finals (7/587)
• [2021] Shandong Provincial College Student Big Data and Intelligence Competition: First Prize (1/88)

Services

Conference Reviewers

• IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023, 2025
• ACM Multimedia (MM) 2023, 2025
• Annual AAAI Conference on Artificial Intelligence (AAAI) 2024, 2025, 2026

Journal Reviewers

• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
• Journal of King Saud University Computer and Information Sciences (JSCI)

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