Yixuan Ma

According to our database, Yixuan Ma authored at least 28 papers between 2016 and 2026.

Collaborative distances:

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

2026

Learning to See through Illumination Extremes with Event Streaming in Multimodal Large Language Models.

Baoheng Zhang, Jiahui Liu, Gui Zhao, Weizhou Zhang, Yixuan Ma, Jun Jiang, Yingxian Chen, Wilton W. T. Fok, Xiaojuan Qi, Hayden Kwok-Hay So

CoRR, March, 2026

State Rank Dynamics in Linear Attention LLMs.

Ao Sun, Hongtao Zhang, Heng Zhou, Yixuan Ma, Yiran Qin, Tongrui Su, Yan Liu, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He

CoRR, February, 2026

2025

Pitfalls and prospects of quantum machine learning.

Weikang Li, Yixuan Ma, Dong-Ling Deng

Nat. Comput. Sci., December, 2025

Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering.

Qiming Li, Xiaocheng Feng, Yixuan Ma, Zekai Ye, Ruihan Chen, Xiachong Feng, Bing Qin

CoRR, November, 2025

How Particle-System Random Batch Methods Enhance Graph Transformer: Memory Efficiency and Parallel Computing Strategy.

Hanwen Liu, Yixuan Ma, Shi Jin, Yuguang Wang

CoRR, November, 2025

An Integral Equation Method for Linear Two-Point Boundary Value Systems.

Tianze Zhang, Yixuan Ma, Jun Wang

CoRR, October, 2025

Solving excited states for long-range interacting trapped ions with neural networks.

Yixuan Ma, Chang Liu, Weikang Li, Shun-Yao Zhang, L.-M. Duan, Yukai Wu, Dong-Ling Deng

CoRR, June, 2025

Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models.

Zhouhao Sun, Xiao Ding, Li Du, Yunpeng Xu, Yixuan Ma, Yang Zhao, Bing Qin, Ting Liu

CoRR, April, 2025

PantoPoseNet: A Two-Stage Framework for Real-Time Pantograph-Catenary Keypoint Detection.

Yixuan Ma, Shuai Xu, Yutai Zhao, Xiaorui Wu, Qiyuan Wang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

How Particle System Theory Enhances Hypergraph Message Passing.

Yixuan Ma, Kai Yi, Pietro Lió, Shi Jin, Yuguang Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Design and development of multirobot system for remote repair of nuclear pipe equipment.

Haichao Li, Yixuan Ma, Yunlong Pan, Yong Xu, Fusheng Zhao

J. Field Robotics, August, 2024

Personalized Recommendation System Based on Meta-Learning for Human-Centric Consumer Services in Gig Economy.

Yixuan Ma, Zhichao Wang, Mincong Tang, Wei Qu, Muhammet Deveci, Dragan Pamucar

IEEE Trans. Consumer Electron., February, 2024

MIG: Addressing the Cold-Start Problem in Task Recommendations Through Enhanced Meta Embeddings.

Zhichao Wang, Yixuan Ma

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Deep Arc Detection for High-Speed Railways: An Improved YOLOv5 Approach with SEC3 Attention and BiFPN Fusion.

Yixuan Ma, Shuai Xu, Huiyan Jia

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Online Labor Market Task Recommendation via Time-Weighted Diffusion Model.

Shengwei Du, Zhichao Wang, Yixuan Ma

Proceedings of the Neural Information Processing - 31st International Conference, 2024

Causal-Guided Active Learning for Debiasing Large Language Models.

Zhouhao Sun, Li Du, Xiao Ding, Yixuan Ma, Yang Zhao, Kaitao Qiu, Ting Liu, Bing Qin

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

A Project Recommender Based on Customized Graph Neural Networks in Online Labor Markets.

Yixuan Ma, Zeyao Ma, Yankai Li, Haoyu Gao, Yukai Xue

Int. J. Comput. Commun. Control, June, 2023

Entropy Neural Estimation for Graph Contrastive Learning.

Yixuan Ma, Xiaolin Zhang, Peng Zhang, Kun Zhan

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Self-Contrastive Graph Diffusion Network.

Yixuan Ma, Kun Zhan

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Stationary Diffusion State Neural Estimation for Multiview Clustering.

Chenghua Liu, Zhuolin Liao, Yixuan Ma, Kun Zhan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Deflated reputation using multiplicative long short-term memory neural networks.

Yixuan Ma, Zhenji Zhang, Deming Li, Mincong Tang

Future Gener. Comput. Syst., 2021

A comprehensive study on learning-based PE malware family classification methods.

Yixuan Ma, Shuang Liu, Jiajun Jiang, Guanhong Chen, Keqiu Li

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

2020

A Deep Choice Model for Hiring Outcome Prediction in Online Labor Markets.

Yixuan Ma, Zhenji Zhang, Alexander Ihler

Int. J. Comput. Commun. Control, 2020

An improved helmet detection method for YOLOv3 on an unbalanced dataset.

Rui Geng, Yixuan Ma, Wanhong Huang

CoRR, 2020

Multi-Lane Short-Term Traffic Forecasting With Convolutional LSTM Network.

Yixuan Ma, Zhenji Zhang, Alexander Ihler

IEEE Access, 2020

Travel Mode Choice Prediction Using Deep Neural Networks With Entity Embeddings.

Yixuan Ma, Zhenji Zhang

IEEE Access, 2020

2018

Estimating Warehouse Rental Price using Machine Learning Techniques.

Yixuan Ma, Zhenji Zhang, Alexander Ihler, Baoxiang Pan

Int. J. Comput. Commun. Control, 2018

2016

Subsequence pattern discovery in Chinese university financial data.

Yixuan Ma, Zhenji Zhang

Proceedings of the International Conference on Logistics, Informatics and Service Sciences, 2016