Qiyao Liang

According to our database, Qiyao Liang authored at least 12 papers between 2021 and 2026.

Collaborative distances:

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

2026

The Blessing of Dimensionality in LLM Fine-tuning: A Variance-Curvature Perspective.

Qiyao Liang, Jinyeop Song, Yizhou Liu, Jeff Gore, Ila Fiete, Risto Miikkulainen, Xin Qiu

CoRR, February, 2026

MRQE-Net: A Mixture of Reduced Biquaternion Experts Network for General Digital Photography Image Fusion.

Shan Gai, Qiyao Liang

IEEE Trans. Multim., 2026

RQCMFuse: a reduced biquaternion-driven collaborative modeling network of infrared saliency and visible color-detail for infrared and visible image fusion.

Shan Gai, Qiyao Liang, Yihao Ni

Inf. Fusion, 2026

2025

Modular connectivity in neural networks emerges from Poisson noise-motivated regularisation, and promotes robustness and compositional generalisation.

Daoyuan Qian, Qiyao Liang, Ila Fiete

CoRR, December, 2025

Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning.

Xin Qiu, Yulu Gan, Conor F. Hayes, Qiyao Liang, Elliot Meyerson, Babak Hodjat, Risto Miikkulainen

CoRR, September, 2025

Compositional Generalization Requires More Than Disentangled Representations.

Qiyao Liang, Daoyuan Qian, Liu Ziyin, Ila Fiete

CoRR, January, 2025

SimNSD: Similar neighborhood-feature constraint for semi-supervised object detection.

Jian-Xun Mi, Yanjun Wu, Qiyao Liang, Yanyao Huang, Lifang Zhou

J. Frankl. Inst., 2025

Compositional Generalization via Forced Rendering of Disentangled Latents.

Qiyao Liang, Daoyuan Qian, Liu Ziyin, Ila R. Fiete

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Do Diffusion Models Learn Semantically Meaningful and Efficient Representations?

Qiyao Liang, Ziming Liu, Ila Fiete

CoRR, 2024

How Diffusion Models Learn to Factorize and Compose.

Qiyao Liang, Ziming Liu, Mitchell Ostrow, Ila Fiete

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Removal and Recovery of the Human Invisible Region.

Qian Zhang, Qiyao Liang, Hong Liang, Ying Yang

Symmetry, 2022

2021

Transformed Dynamic Feature Pyramid for Small Object Detection.

Hong Liang, Ying Yang, Qian Zhang, Linxia Feng, Jie Ren, Qiyao Liang

IEEE Access, 2021