Geometric Decoupling: Diagnosing the Structural Instability of Latent
Author: Yuanbang Liang, Zhengwen Chen, Yu-Kun Lai, Conference: International Conference on Machine Learning (ICML), Year: 2026
2026
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GRADE: Probing Knowledge Gaps in LLMs through Gradient Subspace Dynamics
Author: Yujing Wang, Yuanbang Liang, Yu-Kun Lai, Hainan Zhang, Hanqi Yan, Conference: arXiv preprint arXiv:2604.02830, Year: 2026
2026
Deep generative model based rate-distortion for image downscaling assessment
Author: Yuanbang Liang, Bhavesh Garg, Paul L Rosin, Yipeng Qin, Conference: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Year: 2024
2024
Efficient Precision and Recall Metrics for Assessing Generative Models using Hubness-aware Sampling
Author: Yuanbang Liang, Jing Wu, Yu-Kun Lai, Yipeng Qin, Conference: International Conference on Machine Learning (ICML), Year: 2024
2024
CID at RRG24: Attempting in a Conditionally Initiated Decoding of Radiology Report Generation with Clinical Entities
Author: Yuxiang Liao*, Yuanbang Liang*, Yipeng Qin, Hantao Liu, Irena Spasić (* equal contribution), Conference: Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, Association for Computational Linguistics (ACL), Year: 2024
2024
Feature Proliferation the 'Cancer' in StyleGAN and its Treatments
Author: Shuang Song, Yuanbang Liang, Jing Wu, Yu-Kun Lai, Yipeng Qin, Conference: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Year: 2023
2023
Exploring and exploiting hubness priors for high-quality GAN latent sampling
Author: Yuanbang Liang, Jing Wu, Yu-Kun Lai, Yipeng Qin, Conference: International Conference on Machine Learning (ICML), Year: 2022
2022
Online shop daily sale prediction using adaptive network-based fuzzy inference system
Author: Yuanbang Liang, Yunyu Jia, Jinglin Li, Meiyi Chen, Yifan Hu, Yinan Shi, Fei Ma, Conference: 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), Year: 2019
2019