Zhixin Ma

According to our database, Zhixin Ma authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Interactive Video Search with Multi-modal LLM Video Captioning.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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