2026

Efficient Test-Time Adaptation through Latent Subspace Coefficients Search
Efficient Test-Time Adaptation through Latent Subspace Coefficients Search

Xinyu Luo, Jie Liu, Kecheng Chen, Junyi Yang, Bo Ding, Arindam Basu, Haoliang Li

Under review.

[Paper]

Efficient Test-Time Adaptation through Latent Subspace Coefficients Search

Xinyu Luo, Jie Liu, Kecheng Chen, Junyi Yang, Bo Ding, Arindam Basu, Haoliang Li

Under review.

[Paper]

2025

A 33.6–136.2-TOPS/W Nonlinear Analog Computing-in-Memory Macro for Multi-Bit LSTM Accelerator in 65-nm CMOS
A 33.6–136.2-TOPS/W Nonlinear Analog Computing-in-Memory Macro for Multi-Bit LSTM Accelerator in 65-nm CMOS

Junyi Yang, Xinyu Luo, Ye Ke, Zheng Wang, Hongyang Shang, Shuai Dong, Zhengnan Fu, Xiaofeng Yang, Hongjie Liu, Arindam Basu

IEEE Journal of Solid-State Circuits (JSSC) 2025

[Paper]

A 33.6–136.2-TOPS/W Nonlinear Analog Computing-in-Memory Macro for Multi-Bit LSTM Accelerator in 65-nm CMOS

Junyi Yang, Xinyu Luo, Ye Ke, Zheng Wang, Hongyang Shang, Shuai Dong, Zhengnan Fu, Xiaofeng Yang, Hongjie Liu, Arindam Basu

IEEE Journal of Solid-State Circuits (JSSC) 2025

[Paper]

SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks

Xinyu Luo, Kecheng Chen, Pao-Sheng Vincent Sun, Chris Xing Tian, Arindam Basu, Haoliang Li

Neural Information Processing Systems Conference (NeurIPS) 2025

[Paper] [Code]

SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks

Xinyu Luo, Kecheng Chen, Pao-Sheng Vincent Sun, Chris Xing Tian, Arindam Basu, Haoliang Li

Neural Information Processing Systems Conference (NeurIPS) 2025

[Paper] [Code]

Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates

Kecheng Chen, Xinyu Luo, Tiexin Qin, Jie Liu, Hui Liu, Victor Ho Fun Lee, Hong Yan, Haoliang Li

International Conference on Computer Vision (ICCV) 2025

[Paper] [Code]

Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates

Kecheng Chen, Xinyu Luo, Tiexin Qin, Jie Liu, Hui Liu, Victor Ho Fun Lee, Hong Yan, Haoliang Li

International Conference on Computer Vision (ICCV) 2025

[Paper] [Code]