Suizhi Huang

According to our database, Suizhi Huang authored at least 17 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

TextResNet: Decoupling and Routing Optimization Signals in Compound AI Systems via Deep Residual Tuning.

Suizhi Huang, Mei Li, Han Yu, Xiaoxiao Li

CoRR, February, 2026

HACMatch: Semi-supervised rotation regression with hardness-aware curriculum pseudo labeling.

Mei Li, Huayi Zhou, Suizhi Huang, Yuxiang Lu, Yue Ding, Hongtao Lu

Comput. Vis. Image Underst., 2026

2025

A Comprehensive Survey on Benchmarks and Solutions in Software Engineering of LLM-Empowered Agentic System.

Jiale Guo, Suizhi Huang, Mei Li, Dong Huang, Xingsheng Chen, Regina Zhang, Zhijiang Guo, Han Yu, Siu-Ming Yiu, Pietro Lio, Kwok-Yan Lam

CoRR, October, 2025

Towards Personalized Federated Multi-Scenario Multi-Task Recommendation.

Yue Ding, Yanbiao Ji, Xun Cai, Xin Xin, Yuxiang Lu, Suizhi Huang, Chang Liu, Xiaofeng Gao, Tsuyoshi Murata, Hongtao Lu

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

MORE: Multi-Organ Medical Image REconstruction Dataset.

Shaokai Wu, Yapan Guo, Yanbiao Ji, Jing Tong, Yuxiang Lu, Mei Li, Suizhi Huang, Yue Ding, Hongtao Lu

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

BECAME: Bayesian Continual Learning with Adaptive Model Merging.

Mei Li, Yuxiang Lu, Qinyan Dai, Suizhi Huang, Yue Ding, Hongtao Lu

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

Discretized Gaussian Representation for Tomographic Reconstruction.

Shaokai Wu, Yuxiang Lu, Yapan Guo, Wei Ji, Suizhi Huang, Fengyu Yang, Shalayiding Sirejiding, Qichen He, Jing Tong, Yanbiao Ji, Yue Ding, Hongtao Lu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Few-shot Implicit Function Generation via Equivariance.

Suizhi Huang, Xingyi Yang, Hongtao Lu, Xinchao Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Adaptive Task-Wise Message Passing for Multi-Task Learning: A Spatial Interaction Perspective.

Shalayiding Sirejiding, Bayram Bayramli, Yuxiang Lu, Suizhi Huang, Hongtao Lu, Yue Ding

IEEE Trans. Circuits Syst. Video Technol., October, 2024

Differentiable Gaussian Representation for Incomplete CT Reconstruction.

Shaokai Wu, Yuxiang Lu, Wei Ji, Suizhi Huang, Fengyu Yang, Shalayiding Sirejiding, Qichen He, Jing Tong, Yanbiao Ji, Yue Ding, Hongtao Lu

CoRR, 2024

Federated Multi-Task Learning on Non-IID Data Silos: An Experimental Study.

Yuwen Yang, Yuxiang Lu, Suizhi Huang, Shalayiding Sirejiding, Hongtao Lu, Yue Ding

Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

BARTENDER: A simple baseline model for task-level heterogeneous federated learning.

Yuwen Yang, Yuxiang Lu, Suizhi Huang, Shalayiding Sirejiding, Chang Liu, Muyang Yi, Zhaozhi Xie, Yue Ding, Hongtao Lu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

UNIDEAL: Curriculum Knowledge Distillation Federated Learning.

Yuwen Yang, Chang Liu, Xun Cai, Suizhi Huang, Hongtao Lu, Yue Ding

Proceedings of the IEEE International Conference on Acoustics, 2024

Task Indicating Transformer for Task-Conditional Dense Predictions.

Yuxiang Lu, Shalayiding Sirejiding, Bayram Bayramli, Suizhi Huang, Yue Ding, Hongtao Lu

Proceedings of the IEEE International Conference on Acoustics, 2024

YOLO-Med : Multi-Task Interaction Network for Biomedical Images.

Suizhi Huang, Shalayiding Sirejiding, Yuxiang Lu, Yue Ding, Leheng Liu, Hui Zhou, Hongtao Lu

Proceedings of the IEEE International Conference on Acoustics, 2024

Fedhca²: Towards Hetero-Client Federated Multi-Task Learning.

Yuxiang Lu, Suizhi Huang, Yuwen Yang, Shalayiding Sirejiding, Yue Ding, Hongtao Lu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Towards Hetero-Client Federated Multi-Task Learning.

Yuxiang Lu, Suizhi Huang, Yuwen Yang, Shalayiding Sirejiding, Yue Ding, Hongtao Lu

CoRR, 2023