Huazhen Huang

According to our database, Huazhen Huang authored at least 14 papers between 2022 and 2026.

Collaborative distances:

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

2026

Leveraging Causal Reasoning Method for Explaining Medical Image Segmentation Models.

Limai Jiang, Ruitao Xie, Bokai Yang, Huazhen Huang, Juan He, Yufu Huo, Zikai Wang, Yang Wei, Yunpeng Cai

CoRR, February, 2026

2025

ProtChat: An AI Multi-Agent for Automated Protein Analysis Leveraging GPT-4 and Protein Language Model.

Huazhen Huang, Xianguo Shi, Hongyang Lei, Fan Hu, Yunpeng Cai

J. Chem. Inf. Model., 2025

Weakly supervised lesion localization and attribution for OCT images with a guided counterfactual explainer model.

Limai Jiang, Ruitao Xie, Bokai Yang, Juan He, Huazhen Huang, Yi Pan, Yunpeng Cai

Expert Syst. Appl., 2025

M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture.

Hongyang Lei, Xiaolong Cheng, Qi Qin, Dan Wang, Huazhen Huang, Qingqing Gu, Yetao Wu, Luo Ji

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

MixMatch-based Semi-supervised Learning Approach for Cross-domain Locomotion and Transportation Mode Recognition.

Hao Wang, Fangyu Liu, Xiang Li, Huazhen Huang, Ye Li, Fangmin Sun

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

A Sensor-site Hybrid Algorithm Pipeline for Locomotion and Transportation Mode Recognition.

Fangyu Liu, Hao Wang, Huazhen Huang, Xiang Li, Ye Li, Fangmin Sun

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

AdaMM: An Adaptive Multimodal Model with Learnable Weights for Protein-Ligand Affinity Prediction.

Juncai Zhang, Huazhen Huang, Jianbo Zhao, Yixin Ren, Yuzhong Peng, Ruxin Wang, Hao Zhang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

A Transferability-Based Method for Evaluating the Protein Representation Learning.

Fan Hu, Weihong Zhang, Huazhen Huang, Wang Li, Yang Li, Peng Yin

IEEE J. Biomed. Health Informatics, May, 2024

Alt-MoE: Multimodal Alignment via Alternating Optimization of Multi-directional MoE with Unimodal Models.

Hongyang Lei, Xiaolong Cheng, Dan Wang, Qi Qin, Huazhen Huang, Yetao Wu, Qingqing Gu, Zhonglin Jiang, Yong Chen, Luo Ji

CoRR, 2024

Sussex-Huawei Locomotion Recognition Using Machine Learning and Deep Learning with Multi-sensor data.

Hao Wang, Huazhen Huang, Jinfeng Wang, Fangmin Sun

Proceedings of the Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2024

2023

Smart Financial Investor's Risk Prediction System Using Mobile Edge Computing.

Caijun Cheng, Huazhen Huang

J. Grid Comput., December, 2023

TCSA: A Text-Guided Cross-View Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning.

Hongyang Lei, Huazhen Huang, Bokai Yang, Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li

Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023

2022

Bridging the Gap between Target-Based and Cell-Based Drug Discovery with a Graph Generative Multitask Model.

Fan Hu, Dongqi Wang, Huazhen Huang, Yishen Hu, Peng Yin

J. Chem. Inf. Model., 2022

Bridging the gap between target-based and cell-based drug discovery with a graph generative multi-task model.

Fan Hu, Dongqi Wang, Huazhen Huang, Yishen Hu, Peng Yin

CoRR, 2022