Zhixin Ma

According to our database, Zhixin Ma authored at least 36 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of four.
• 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

2024

Stochastic IHT With Stochastic Polyak Step-Size for Sparse Signal Recovery.

Changhao Li, Zhixin Ma, Dazhi Sun, Guoming Zhang, Jinming Wen

IEEE Signal Process. Lett., 2024

IS-GNN: Graph neural network enhanced by aggregating influential and structurally similar nodes.

Wenxin Yang, Longjie Li, Shenshen Bai, Zhixin Ma

Knowl. Based Syst., 2024

KNN-GNN: A powerful graph neural network enhanced by aggregating K-nearest neighbors in common subspace.

Longjie Li, Wenxin Yang, Shenshen Bai, Zhixin Ma

Expert Syst. Appl., 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

Computational Ghost Imaging Base on Bidirectional Recurrent Neural Network.

Zhixin Ma, Mingcong Wang, Hexiao Wang, Minghui Ma, Li Yang

Proceedings of the International Conference on Computing, 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

Computational Ghost Imaging System Based on Cloud Services.

Jianan Wu, Saikui Zhu, Zhixin Ma, Hexiao Wang, Mingcong Wang

Proceedings of the International Conference on Electronics, 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

Association Rule Mining of Anaphora Based on ParCorFull Corpus.

Siqiao Guo, Xianbo Li, Zhixin Ma

Proceedings of the ICCDE 2020: The 6th International Conference on Computing and Data Engineering, 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

Applications of single-cell technology on bacterial analysis.

Zhixin Ma, Pan M. Chu, Yingtong Su, Yue Yu, Hui Wen, Xiongfei Fu, Shuqiang Huang

Quant. Biol., 2019

Chinese Text Similarity Algorithm Based on Part-of-Speech Tagging and Word Vector Model.

Zhixin Ma, Mengguang Li

J. Comput., 2019

IFOA: an improved forest algorithm for continuous nonlinear optimisation.

Borong Ma, Zhixin Ma, Dagan Nie, Xianbo Li

Int. J. Comput. Sci. Eng., 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

2018

Computational Pragmatics: A Survey in China and the World.

Xianbo Li, Zhixin Ma

Proceedings of the 2nd International Conference on Natural Language Processing and Information Retrieval, 2018

Finding Overlapping Communities by Increasing the Determinacy of SLPA in Complex Networks.

Jingyi Zhang, Zhixin Ma, Qijuan Sun, Jun Yan, Xiao Zhang, Mengjia Shen

Proceedings of the Intelligence Science and Big Data Engineering, 2018

Research on risk management of military action.

Xinghua Lu, Luyang Han, Zhixin Ma

Proceedings of the 2018 International Conference on Information Management & Management Science, 2018

Reconstruct the Scope, Content and Approaches of Computational Linguistics.

Qi Li, ZhiCheng Ma, Shibo Yang, Xianbo Li, Zhixin Ma, Xinlei Wei

Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, 2018

Research on the Problem of the Intuitive Decision Making.

Xinghua Lu, Zhixin Ma

Proceedings of the 2nd International Conference on E-Education, 2018

A Label Propagation Algorithm Based on Local Density of Data Points.

Xiao Zhang, Zhixin Ma, Guoliang Deng, Qijuan Sun, Jingyi Zhang, Jun Yan

Proceedings of the 2018 2nd International Conference on Algorithms, Computing and Systems, 2018

Protein Network Analysis by the Interaction Force between Protein Molecules.

Mengjia Shen, Zhixin Ma, ZhiCheng Ma, Shibo Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

The Application of SMOTE Algorithm for Unbalanced Data.

Dong Lv, ZhiCheng Ma, Shibo Yang, Xianbo Li, Zhixin Ma, Fan Jiang

Proceedings of the 2018 International Conference on Artificial Intelligence and Virtual Reality, 2018

Bayesian Belief Network Model of Indirect Speech Act Theory.

Xianbo Li, Huanrun Qiao, Zhicheng Ma, Diaodiao Yang, Yongtai Pan, Zhixin Ma

Proceedings of the 2018 International Conference on Artificial Intelligence and Virtual Reality, 2018

2017

A hybrid CRF framework for semantic 3D reconstruction.

Zhixin Ma, Xukun Shen, Chong Cao

Proceedings of the 23rd ACM Symposium on Virtual Reality Software and Technology, 2017

2013

Mining Frequent Sequences Using Itemset-Based Extension.

Zhixin Ma, Xu Yusheng, Tharam S. Dillon

Proceedings of the Behavior and Social Computing, 2013

2008

Effective Pruning Strategies for Sequential Pattern Mining.

Xu Yusheng, Zhixin Ma, Li Lian, Tharam S. Dillon

Proceedings of the International Workshop on Knowledge Discovery and Data Mining, 2008

Fast Access Control Algorithm in Wireless Network.

Kun Wang, Zhixin Ma

Proceedings of the Workshops at the Grid and Pervasive Computing Conference, 2008

Mining Sequential Pattern Using DF2Ls.

Xu Yusheng, Zhang Lanhui, Zhixin Ma, Li Lian, Xiaoyun Chen, Tharam S. Dillon

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

QBSQ: A Quad-Tree Based Algorithm for Skyline Query.

Zhixin Ma, Sheng Lijun, Xu Yusheng, Li Lian

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2006

F-Miner: A New Frequent Itemsets Mining Algorithm.

Xiaoyun Chen, Longjie Li, Zhixin Ma, Shenshen Bai, Feng Guo

Proceedings of the 2006 IEEE International Conference on e-Business Engineering (ICEBE 2006), 2006

2005

Detection, mining and forecasting of impact load in power load forecasting.

Jianzhou Wang, Zhixin Ma, Lian Li

Appl. Math. Comput., 2005