Scholar
Xuan-Son (Sonny) Vu
Google Scholar ID: kFY-kEUAAAAJ
Asst. Prof. at LTH, Sweden, Founder of DeepTensor AB
Citations & Impact
Citations
589
H-index
14
i10-index
21
Publications
20
Co-authors
30
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Publications: 'Optimized and Adaptive Federated Learning for Straggler-Resilient Device Selection', 'Cformer: Semi-Supervised Text Clustering Based on Pseudo Labeling', 'ICDAR2021 Competition on Multimodal Emotion Recognition on Comics Scenes', 'Modular Graph Transformer Networks for Multi-Label Image Classification'. Organized events including Workshop Program Chair of Reliable AI at ACML2024, Special Session Organizer at ICONIP2024 for Reliable & Secure ML, General Chair of AITrust2024, etc.
Research Experience
- Asst. Prof at RSS Lab at LTH, Co-PI and founder at DeepTensor AB; CTO of a tech team at WASP Media & Language Arena, working with Assoc. Prof. Johanna; previously worked with Assis. Prof. Monowar, Prof. Iryna Gurevych (NLP), Prof. Seong-Bae Park (Machine Learning), and Assoc. Prof. Ha-Quang Thuy (Opinion Mining).
Education
- Ph.D. in Privacy-aware Machine Learning, supervised by Assoc. Prof. Lili Jiang and Prof. Erik Elmroth; M.Sc. in Computer Science Department, School of Computer Sci. and Eng., Kyungpook National University, with a focus on NLP and Machine Learning; B.Sc. from the Department of Information Technology, University of Engineering and Technology, Vietnam National University.
Background
- Research interest: knowledge-based learning and representation for both free text and multimodal data. Awards include 3rd place for best paper at CICLING 2019, best student paper and best inquisitive mind at CICLING 2018, and best paper at the 40th Conference of the Korea Information Processing Society in 2014. Co-founder in multiple projects such as AIcovidVN, AIHUB.ML, MLOpsVN.
Miscellany
- Supervised several PhD/Master/Intern students, such as Hoang Viet (master student at Liverpool John Moores University), Arezoo Hatefi (graduated PhD student), Adil Bin Bhutto (intern from Tezpur University, India), and Khanh-Tung Tran (intern from HCMUT, now pursuing a PhD at UCC, Ireland).
