My research interest includes knowledge graphs and large language models. I have published more than 10 papers at the international AI conferences with total 
🔥 News
- 2026.02: 🎉🎉 Our paper “Het2Gene : a phenotype-driven model for gene prioritization by Heterogeneous graph embedding” has been accepted by Computers in Biology and Medicine!
- 2026.01: 🎉🎉 Our paper “Consensus-on-Graph: Plan-Driven Exploration and Consensus Decision-Making on Knowledge Graphs” has been accepted by DASFAA 2026!
- 2025.11: 🎉🎉 Our paper “FNatPred: A Data-Driven Approach for Distinguishing Between NAT and Tumor on the Fungal Microbiome” has been accepted by IEEE Transactions on Computational Biology and Bioinformatics (TCBB)!
- 2025.10: 🎉🎉 Our paper “scCAVAE: Predicting Perturbation Responses by Modeling Synergistic Interactions with Attention and Hierarchical Supervised Contrastive Learning” accepted at IEEE BIBM 2025!
- 2025.06: 🎉🎉 Won the title of Outstanding Master Graduate of Hainan University!
- 2024.09: 🎉🎉 Won the Master National Scholarship of Hainan University!
📝 Publications
BIBM 2024
RARoK:Retrieval-Augmented Reasoning on Knowledge for Medical Question Answering
Buchao Zhan, Anqi Li, Xin Yang, Dongmei He, Yucong Duan, Shankai Yan.
Project -This paper was sponsored by a research project (Grant No. 62202128) supported by the National Natural Science Foundation of China.
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TCBBFNatPred: A Data-Driven Approach for Distinguishing Between NAT and Tumor on the Fungal Microbiome, Buchao Zhan, Dongmei He, Xin Yang, et al. ICONIP 2024Text2SPARQL: Grammar Pre-training for Text-to-QDMR Semantic Parsers from Intermediate Question Decompositions, Buchao Zhan, Yucong Duan, Xin Yang, et al.BIBM 2024Augmented Mycobiome-Based Cancer Detection by an Interpretable Large Model, Dongmei He, Xin Yang, Buchao Zhan, et al.BIBM 2025scCAVAE: Predicting Perturbation Responses by Modeling Synergistic Interactions with Attention and Hierarchical Supervised Contrastive Learning, Xin Li, Buchao Zhan, Jiangbo Zhang, et al.ICCIA 2024IC-BERT: An Instruction Classifier Model Alleviates the Hallucination of Large Language Models in Traditional Chinese Medicine, Buchao Zhan, Yucong Duan, Shankai Yan.ICCIA 2024SACMR: Sentiment Analysis in Chinese Language using Modified RoBERTa, Yuchen Ma, Buchao Zhan, Shankai Yan.MLNLP 2024Food Named Entity Recognition with BERT and Adversarial Training, Siqi Dong, Buchao Zhan, Shankai Yan.ISMSI 2024BiCalBERT: An Efficient Transformer-based Model for Chinese Question Answering, Yanbo Han, Buchao Zhan, Shankai Yan.ICCBB 2024Attention-aware Rare Disease Diagnosis via Graph Attention Neural Network, Xin Yang, Dongmei He, Buchao Zhan, et al.
🎖 Honors and Awards
- 2024.09 National Scholarship (Master)(Top 1%)
📖 Educations
- 2022.09 - 2025.06, Master, Hainan University, Haikou.
- 2018.09 - 2022.06, Undergraduate, Yichun University, Yichun.
💬 Talks
- 2024.12, International Conference on Neural Information Processing, Auckland, New Zealand | [video]
- 2024.12, International Conference on Bioinformatics and Biomedicine, Lisbon, Portugal | [video]
- 2024.07, International Conference on Computational Intelligence and Applications, Haikou, China | [video]
💻 Internships
- 2022.02 - 2022.05, CubyFun, Embedded Development Engineer，Shenzhen, China.