Jingquan Yan

According to our database, Jingquan Yan authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Breaking the Correlation Plateau: On the Optimization and Capacity Limits of Attention-Based Regressors.

Jingquan Yan, Yuwei Miao, Peiran Yu, Junzhou Huang

CoRR, February, 2026

GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences.

Jingquan Yan, Yuwei Miao, Lei Yu, Yuzhi Guo, Xue Xiao, Lin Xu, Junzhou Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction.

Yuwei Miao, Yuzhi Guo, Hehuan Ma, Jingquan Yan, Feng Jiang, Rui Liao, Junzhou Huang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

UniEntrezDB: Large-scale Gene Ontology Annotation Dataset and Evaluation Benchmarks with Unified Entrez Gene Identifiers.

Yuwei Miao, Yuzhi Guo, Hehuan Ma, Jingquan Yan, Feng Jiang, Weizhi An, Jean Gao, Junzhou Huang

CoRR, 2024

2023

Self-Interpretable Time Series Prediction with Counterfactual Explanations.

Jingquan Yan, Hao Wang

Proceedings of the International Conference on Machine Learning, 2023