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Zhixin Ma

Orcid: 0000-0002-9127-4175

Affiliations:
  • Singapore Management University, School of Computing and Information Systems, Singapore, Singapore (PhD 2024)
  • National University of Singapore, NExT Research Centre, Singapore


According to our database1, Zhixin Ma authored at least 13 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2025
Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space.
[BibTeX]
[DOI]
Chao Chen
,
Zhixin Ma
,
Yongqi Li
,
Yupeng Hu
,
Yinwei Wei
,
Wenjie Li
,
Liqiang Nie
CoRR, October, 2025

Seeing Culture: A Benchmark for Visual Reasoning and Grounding.
[BibTeX]
[DOI]
Burak Satar
,
Zhixin Ma
,
Patrick Amadeus Irawan
,
Wilfried A. Mulyawan
,
Jing Jiang
,
Ee-Peng Lim
,
Chong-Wah Ngo
CoRR, September, 2025

Interactive Video Search with Multi-modal LLM Video Captioning.
[BibTeX]
[DOI]
Yu-Tong Cheng
,
Jiaxin Wu
,
Zhixin Ma
,
Jiangshan He
,
Xiao-Yong Wei
,
Chong-Wah Ngo
Proceedings of the MultiMedia Modeling, 2025

Robust Relevance Feedback for Interactive Known-Item Video Search.
[BibTeX]
[DOI]
Zhixin Ma
,
Chong-Wah Ngo
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

2024
Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition.
[BibTeX]
[DOI]
Lucia Vadicamo
,
Rahel Arnold
,
Werner Bailer
,
Fabio Carrara
,
Cathal Gurrin
,
Nico Hezel
,
Xinghan Li
,
Jakub Lokoc
,
Sebastian Lubos
,
Zhixin Ma
,
Nicola Messina
,
Thao-Nhu Nguyen
,
Ladislav Peska
,
Luca Rossetto
,
Loris Sauter
,
Klaus Schöffmann
,
Florian Spiess
,
Minh-Triet Tran
,
Stefanos Vrochidis
IEEE Access, 2024

Leveraging LLMs and Generative Models for Interactive Known-Item Video Search.
[BibTeX]
[DOI]
Zhixin Ma
,
Jiaxin Wu
,
Chong Wah Ngo
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

2023
Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS.
[BibTeX]
[DOI]
Jakub Lokoc
,
Stelios Andreadis
,
Werner Bailer
,
Aaron Duane
,
Cathal Gurrin
,
Zhixin Ma
,
Nicola Messina
,
Thao-Nhu Nguyen
,
Ladislav Peska
,
Luca Rossetto
,
Loris Sauter
,
Konstantin Schall
,
Klaus Schoeffmann
,
Omar Shahbaz Khan
,
Florian Spiess
,
Lucia Vadicamo
,
Stefanos Vrochidis
Multim. Syst., December, 2023

Reinforcement Learning Enhanced PicHunter for Interactive Search.
[BibTeX]
[DOI]
Zhixin Ma
,
Jiaxin Wu
,
Weixiong Loo
,
Chong-Wah Ngo
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

2022
Reinforcement Learning-Based Interactive Video Search.
[BibTeX]
[DOI]
Zhixin Ma
,
Jiaxin Wu
,
Zhijian Hou
,
Chong-Wah Ngo
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Interactive Video Corpus Moment Retrieval using Reinforcement Learning.
[BibTeX]
[DOI]
Zhixin Ma
,
Chong-Wah Ngo
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021
SQL-Like Interpretable Interactive Video Search.
[BibTeX]
[DOI]
Jiaxin Wu
,
Phuong Anh Nguyen
,
Zhixin Ma
,
Chong-Wah Ngo
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

2020
Re-examining the Role of Schema Linking in Text-to-SQL.
[BibTeX]
[DOI]
Wenqiang Lei
,
Weixin Wang
,
Zhixin Ma
,
Tian Gan
,
Wei Lu
,
Min-Yen Kan
,
Tat-Seng Chua
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
Learn to Gesture: Let Your Body Speak.
[BibTeX]
[DOI]
Tian Gan
,
Zhixin Ma
,
Yuxiao Lu
,
Xuemeng Song
,
Liqiang Nie
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019


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