Kainan Liu

According to our database, Kainan Liu authored at least 10 papers between 2020 and 2026.

Collaborative distances:

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

2026

Astra: Activation-Space Tail-Eigenvector Low-Rank Adaptation of Large Language Models.

Kainan Liu, Yong Zhang, Ning Cheng, Yun Zhu, Yanmeng Wang, Shaojun Wang, Jing Xiao

CoRR, February, 2026

PMT Waveform Simulation and Reconstruction with Conditional Diffusion Network.

Kainan Liu, Jingyu Huang, Guihong Huang, Jianyi Luo

CoRR, February, 2026

2025

Rethinking Layer Removal: Preserving Critical Components with Task-Aware Singular Value Decomposition.

Kainan Liu, Yong Zhang, Ning Cheng, Zhitao Li, Shaojun Wang, Jing Xiao

CoRR, January, 2025

EM Based Fuzzy Reinforcement Learning Control for Linear Systems with Input Saturation.

Kainan Liu, Linxiang Li, Xiaojun Ban, Shengkun Xie

Proceedings of the IEEE International Conference on Fuzzy Systems, 2025

GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression.

Kainan Liu, Yong Zhang, Ning Cheng, Zhitao Li, Shaojun Wang, Jing Xiao

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

A Comparative Study of Non-Linear Modelling Capabilities of T-S Fuzzy Models and Back-Propagation Neural Networks.

Linxiang Li, Kainan Liu, Xiaojun Ban, Shengkun Xie

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

2024

Detecting and Subtyping Anomalous Single Cells with M2ASDA.

Kaichen Xu, Kainan Liu, Linjie Wang, Yueyang Ding, Yan Lu, Hao Wu, Xiaobo Sun

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023

Research of Multidimensional Adversarial Examples in LLMs for Recognizing Ethics and Security Issues.

Kainan Liu, Yifan Li, Lihong Cao, Danni Tu, Zhi Fang, Yusong Zhang

Proceedings of the Computer Science and Education. Educational Digitalization, 2023

2022

A Band Selection Approach for Hyperspectral Image Based on a Modified Hybrid Rice Optimization Algorithm.

Zhiwei Ye, Wenhui Cai, Shiqin Liu, Kainan Liu, Mingwei Wang, Wen Zhou

Symmetry, 2022

2020

Intelligent image recognition system for detecting abnormal features of scenic spots based on deep learning.

Kainan Liu, Meiyun Zhang, Mohammed K. Hassan

J. Intell. Fuzzy Syst., 2020