Hui-yuan Tian

According to our database, Hui-yuan Tian authored at least 12 papers between 2018 and 2026.

Collaborative distances:

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

2026

Brain-CLIPLM: Decoding Compressed Semantic Representations in EEG for Language Reconstruction.

Xiaoli Yang, Huiyuan Tian, Yurui Li, Jianyu Zhang, Shijian Li, Gang Pan

CoRR, April, 2026

Distillation Dynamics: Towards Understanding Feature-Based Distillation in Vision Transformers.

Huiyuan Tian, Bonan Xu, Shijian Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

From Low-Rank Features to Encoding Mismatch: Rethinking Feature Distillation in Vision Transformers.

Huiyuan Tian, Bonan Xu, Shijian Li, Xin Jin

CoRR, November, 2025

Distillation Dynamics: Towards Understanding Feature-Based Distillation in Vision Transformers.

Huiyuan Tian, Bonan Xu Shijian Li

CoRR, November, 2025

EvoMoE: Evolutionary Mixture-of-Experts for SSVEP-EEG Classification With User-Independent Training.

Xiaoli Yang, Yurui Li, Jianyu Zhang, Huiyuan Tian, Shijian Li, Gang Pan

IEEE J. Biomed. Health Informatics, September, 2025

A Multimodal Fusion Framework Employing Full-Stage Attention for Survival Prediction.

Aolei Liu, Junkang Guo, Yuhang Wang, Jian Liu, Huiyuan Tian, Tao Qin, Hangrui Xu, Haiyan Wei

Proceedings of the Knowledge Science, Engineering and Management, 2025

Comparison-Based Beam Search for Constructive NCO Approaches.

Xinwei Chen, Huiyuan Tian, Li Zhang, Runhe Huang, Shijian Li

Proceedings of the Neural Information Processing - 32nd International Conference, 2025

2024

Multi-depth branch network for efficient image super-resolution.

Huiyuan Tian, Li Zhang, Shijian Li, Min Yao, Gang Pan

Image Vis. Comput., 2024

SpectralKD: Understanding and Optimizing Vision Transformer Distillation through Spectral Analysis.

Huiyuan Tian, Bonan Xu, Shijian Li, Gang Pan

CoRR, 2024

2023

Pyramid-VAE-GAN: Transferring hierarchical latent variables for image inpainting.

Huiyuan Tian, Li Zhang, Shijian Li, Min Yao, Gang Pan

Comput. Vis. Media, December, 2023

Multi-Depth Branches Network for Efficient Image Super-Resolution.

Huiyuan Tian, Li Zhang, Shijian Li, Min Yao, Gang Pan

CoRR, 2023

2018

An Extreme Learning Machine Based on Artificial Immune System.

Hui-yuan Tian, Shijian Li, Tianqi Wu, Min Yao

Comput. Intell. Neurosci., 2018