Zixin Lin

According to our database, Zixin Lin authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

TopoLLM: GAN-enhanced topological representations and pre-trained large language models for Time-Series Forecasting.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Rudrusamy U. Gobithaasan

Knowl. Based Syst., 2026

Time-series forecasting via topological information supervised framework with efficient topological feature learning.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Rudrusamyr Gobithaasan

Expert Syst. Appl., 2026

A patch-grouped topological fusion approach for enhanced multivariate numeric time-series modeling.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Rudrusamy U. Gobithaasan

Appl. Soft Comput., 2026

LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes.

Zhao Li, Zixin Lin, Donghui Ding, Yichen Zhong, Biao Wang, Haitao Xu, Peng Cai

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Long Context Scaling: Divide and Conquer via Multi-Agent Question-driven Collaboration.

Sibo Xiao, Zixin Lin, Wenyang Gao, Yue Zhang

CoRR, May, 2025

CrossTopoNet: A cross-attention framework on topological latent feature space for time-series forecasting.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Rudrusamy U. Gobithaasan

Knowl. Based Syst., 2025

A Topological-Indicators-Based k-Means Clustering Algorithm and Its Application in Time Series Data: A Case Study on Sea Level Variability in Peninsular Malaysia.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Bin Mohd Kasihmuddin, Rudrusamyr Gobithaasan

IEEE Access, 2025

DiskSpy: Exploring a Long-Range Covert-Channel Attack via mmWave Sensing of μm-level HDD Vibrations.

Weiye Xu, Danli Wen, Jianwei Liu, Zixin Lin, Yuanqing Zheng, Xian Xu, Jinsong Han

Proceedings of the 34th USENIX Security Symposium, 2025

NeRF-Based Transparent Object Grasping Enhanced by Shape Priors.

Yi Han, Zixin Lin, Dongjie Li, Lvping Chen, Yongliang Shi, Gan Ma

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

2024

Practical EMI Attacks on Smartphones With Users' Commands Cancelled.

Ming Gao, Fu Xiao, Wentao Guo, Zixin Lin, Weiran Liu, Jinsong Han

IEEE Trans. Dependable Secur. Comput., 2024

2023

A Tube Arranging System With a Generic And Efficient Grasp Reasoning Method.

Ziqi Xu, Zixin Lin, Yi Han, Yongliang Shi, Gan Ma

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Research on the Construction and Application of Performance Evaluation Index System of Grassroots Outlets of Logistics Enterprises.

Senlin Liao, Min Lu, Zixin Lin

Proceedings of the 2023 6th International Conference on Information Management and Management Science, 2023