Scholar
Zhuoning Guo
Google Scholar ID: jBd64WgAAAAJ
Hong Kong University of Science and Technology
Citations & Impact
Citations
70
H-index
5
i10-index
5
Publications
9
Co-authors
0
Publications
Resume
Academic Achievements
- - Released the first and state-of-the-art video-centric MLLM-based embedding model, GVE Series, including GVE-3B and GVE-7B, and open-sourced benchmark UVRB
- - Honored as Outstanding Reviewer of SIGKDD 2025 and invited as a Session Chair
- - Contributed to the release of Qwen3-Embedding, the state-of-the-art text embedding and reranking models
- - Published work on labor migration modeling at PAKDD 2025
- - Published work on hierarchical federated graph learning at SIGKDD 2024
- - Published work on skill demand-supply joint prediction at AAAI 2024
- - Published work on human mobility modeling in COVID-19 at AAAI 2023
- - Published work on talent demand-supply joint prediction at SIGKDD 2022
- - Published work on graphic design refining at TVCG (done during internship at MSRA)
Research Experience
- - Research Intern: NLP Group, Tongyi Lab, Alibaba Group, Mar 2025 - Present
- - Visiting Student: HKUST, Aug 2024 - Feb 2025
- - Research Intern: Microsoft Research Asia, Nov 2020 - 2022
- - Research Intern: Baidu Research, Oct 2021 - 2022
Education
- - PhD: AI Thrust, The Hong Kong University of Science and Technology (Guangzhou), Supervisors: Prof. Xiaowen Chu and Prof. Renjing Xu, Since 2022
- - BEng: Computing Faculty, Harbin Institute of Technology, Graduated in 2022
Background
- - Research Interests: Multimodal LLM, Information Retrieval, and Video Understanding
- - Field: Software Engineering
Miscellany
- - Personal Interests: Coding
- - Won two First Prizes in Fujian Province in National Olympiad in Informatics (NOI) (2014 & 2016)
- - Captain of the Football Team of Computing Faculty, HIT, leading the team to second place and promotion