Yuzhi Guo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Semantic Segmentation

Multiple Instance

Prediction Accuracy

Protein Structure

Top Venues

J. Comput. Biol.

Publications

Saiyang Na, Yuzhi Guo, Feng Jiang, Hehuan Ma, Junzhou Huang
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation. CoRR (2024)
Hehuan Ma, Feng Jiang, Yu Rong, Yuzhi Guo, Junzhou Huang
Toward Robust Self-Training Paradigm for Molecular Prediction Tasks. J. Comput. Biol. 31 (3) (2024)
Feng Jiang, Yuzhi Guo, Hehuan Ma, Saiyang Na, Wenliang Zhong, Yi Han, Tao Wang, Junzhou Huang
GTE: a graph learning framework for prediction of T-cell receptors and epitopes binding specificity. Briefings Bioinform. 25 (4) (2024)
Qifeng Zhou, Wenliang Zhong, Yuzhi Guo, Michael Xiao, Hehuan Ma, Junzhou Huang
PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning. CoRR (2024)
Weizhi An, Yuzhi Guo, Yatao Bian, Hehuan Ma, Jinyu Yang, Chunyuan Li, Junzhou Huang
MoDNA: motif-oriented pre-training for DNA language model. BCB (2022)
Hehuan Ma, Feng Jiang, Yu Rong, Yuzhi Guo, Junzhou Huang
Robust self-training strategy for various molecular biology prediction tasks. BCB (2022)
Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Junzhou Huang
Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures. AAAI (2022)
Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Sheng Wang, Junzhou Huang
Comprehensive Study on Enhancing Low-Quality Position-Specific Scoring Matrix with Deep Learning for Accurate Protein Structure Property Prediction: Using Bagging Multiple Sequence Alignment Learning. J. Comput. Biol. 28 (4) (2021)
Jinyu Yang, Chunyuan Li, Weizhi An, Hehuan Ma, Yuzhi Guo, Yu Rong, Peilin Zhao, Junzhou Huang
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation. CoRR (2021)
Jinyu Yang, Chunyuan Li, Weizhi An, Hehuan Ma, Yuzhi Guo, Yu Rong, Peilin Zhao, Junzhou Huang
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation. ICCV (2021)
Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Sheng Wang, Junzhou Huang
EPTool: A New Enhancing PSSM Tool for Protein Secondary Structure Prediction. J. Comput. Biol. 28 (4) (2021)
Hehuan Ma, Yu Rong, Boyang Liu, Yuzhi Guo, Chaochao Yan, Junzhou Huang
Gradient-Norm Based Attentive Loss for Molecular Property Prediction. BIBM (2021)
Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Jinyu Yang, Xinliang Zhu, Junzhou Huang
WeightAln: Weighted Homologous Alignment for Protein Structure Property Prediction. BIBM (2020)
Hehuan Ma, Chaochao Yan, Yuzhi Guo, Sheng Wang, Yuhong Wang, Hongmao Sun, Junzhou Huang
Improving Molecular Property Prediction on Limited Data with Deep Multi-Label Learning. BIBM (2020)
Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Sheng Wang, Junzhou Huang
Bagging MSA Learning: Enhancing Low-Quality PSSM with Deep Learning for Accurate Protein Structure Property Prediction. RECOMB (2020)
Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Sheng Wang, Junzhou Huang
Protein Ensemble Learning with Atrous Spatial Pyramid Networks for Secondary Structure Prediction. BIBM (2020)
Sheng Wang, Yuzhi Guo, Yuhong Wang, Hongmao Sun, Junzhou Huang
SMILES-BERT: Large Scale Unsupervised Pre-Training for Molecular Property Prediction. BCB (2019)