Hello there! 🙋🏼 I am Yizheng Wang (王一争), a Ph.D. candidate at the University of Electronic Science and Technology of China.

I obtained my bachelor’s degree 🎓 in Computer Science and Technology from the    School of Information Science and Engineering, Yanshan University (燕山大学，信息科学与工程学院).

I am pursuing my Ph.D. degree 🎓 through a combined Master’s and Doctoral program (硕博连读) at the    Institute of Fundamental and Frontier Sciences,   University of Electronic Science and Technology of China (电子科技大学，基础与前沿研究院), majoring in Computer Science and Technology.

I am part of a joint training program (联合培养) at the    Yangtze Delta Region Institute (Quzhou),    University of Electronic Science and Technology of China (电子科技大学，长三角研究院).

I currently conduct research in the Malab laboratory 🔬 under the supervision of Prof. Dr. Quan Zou (邹权教授). My main research areas are machine learning 🤖 and computational biology 🧬, with several publications in SCI-indexed journals.

📒 Research Interests

🤖 Machine learning

• Artificial Intelligence (人工智能)
• Large Language Model (大语言模型)
• Support bio-sequence machine (支持生物序列机)
• Support bio-sequence neural network (支持生物序列神经网络)

🧬 Computational biology

• Biological sequence analysis (生物序列分析)
• Biological interactions prediction (生物关联预测)
• Multiple sequence alignment (多序列比对)
• Phylogenetic tree construction (系统发生树构建)

🔥 News

• 2024.12.27: I have been awarded the CSC Scholarship for the joint training program abroad! ✈️🎉
• 2024.10.07: My new paper has been accepted by the CCF A journal SCIENCE CHINA Information Sciences! 📑🎉
• 2024.03.17: My new personal homepage has been released. 🌐🎉

📝 Projects

Write Manuscripts

1️⃣ SBNN: Support Bio-sequence Neural Network

Yizheng Wang, Yanming Wei, Yijie Ding*, Quan Zou*

Perform experiments

2️⃣ JianMu*: Fast Phylogenetic Tree Construction via Siamese Bio-sequence Language Model-based Metric Learning

Yizheng Wang, Yijie Ding*, Quan Zou*

*In ancient Chinese mythology, JianMu(建木) is a sacred tree, a bridge connecting heaven and earth. In biology, the phylogenetic tree is a bridge connecting genes and evolution. Thus, we chose the name JianMu for our model, highlighting its role in uncovering species relationships.

Perform experiments

3️⃣ SSM: Support Subsequence Machine

Yizheng Wang, Yijie Ding*, Quan Zou*

🌐 Website

CCF A

4️⃣ SBSM-Pro: Support Bio-sequence Machine for Proteins

Yizheng Wang, Yixiao Zhai, Yijie Ding*, Quan Zou*

SCIENCE CHINA Information Sciences, CCF A, CAAI A, 中科院1区top, IF2024=7.300

🔥 Hot Paper (热点论文)

🌐 Website

CCF B

5️⃣ Identification of human microRNA-disease association via low-rank approximation-based link propagation and multiple kernel learning

Yizheng Wang, Xin Zhang, Ying Ju, Qing Liu, Quan Zou, Yazhou Zhang, Yijie Ding*, Ying Zhang*

Frontiers of Computer Science, CCF B, CAAI B, 中科院2区, IF2022=4.200

Q2

6️⃣ ET-MSF: A model stacking framework to identify electron transport proteins

Yizheng Wang, Qingfeng Pan*, Xiaobin Liu*, Yijie Ding*

Frontiers in Bioscience-Landmark, JCRQ2, IF2021=4.009

Under Review

7️⃣ SeqAlignXGBoost: Sequence Alignment and Feature Selection for m1A Modification Site Identification

Yizheng Wang, Yijie Ding*, Quan Zou*

International Conference On Intelligent Computing (ICIC2025)

• 8️⃣ TPMA: A two pointers meta-alignment tool to ensemble different multiple nucleic acid sequence alignments, Yixiao Zhai, Jiannan Chao, Yizheng Wang, Pinglu Zhang, Furong Tang*, Quan Zou*. PLOS Computational Biology, Q1, IF2024=3.800

• 9️⃣ A survey on multi-view fusion for predicting links in biomedical bipartite networks: Methods and applications, Yuqing Qian, Yizheng Wang, Junkai Liu, Quan Zou*, Yijie Ding*. Information Fusion, Q1, IF2024=14.700

• 🔟 Application of Artificial Intelligence in Drug-Target Interactions Prediction: A Review, Qian Liao, …, Yizheng Wang, Yijie Ding*, Quan Zou*, Ke Han*. npj Biomedical Innovations

📜 Patents

• 2024.09: A Method for Identifying Nucleic Acid Modification Sites Using Neural Network Models, (No.CN202410638063.3)
• 2023.11: A Construction Method for Biological Sequence Ensemble Classifiers and Methods for Predicting and Classifying Biological Sequences, (No.CN202310249336.0)
• 2023.03: A Training Method and Model for Predicting microRNA-Disease Associations, (No.CN202211444626.2)

🎖 Awards and Funds

• 2024.12: CSC Scholarship for Study Abroad (公派留学奖学金), China Scholarship Council (国家留学基金管理委员会), 22,800 AUD$.
• 2022.06: Outstanding graduates of Hebei Province (河北省优秀毕业生), Hebei Provincial Department of Education (河北省教育厅).

📖 Educations

• 2024.09 - (now): Ph.D. candidate, Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China (电子科技大学，基础与前沿研究院).   
• 2023.07 - (now): Ph.D. candidate, Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China (电子科技大学，长三角研究院).   
• 2022.09 - 2024.06: Master, Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China (电子科技大学，基础与前沿研究院).   
• 2018.09 - 2022.06: Bachelor, School of Information Science and Engineering, Yanshan University (燕山大学，信息科学与工程学院).   
• 2015.09 - 2018.06: High school student, Hebei Zhengding Senior High School, East Campus (河北正定中学，东校区).