Jieping Ye

Alibaba Group (China) — China

Biochemistry, Genetics and Molecular Biology · Life Sciences

5h-index226citations19works0.42yr avg
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Research Topics

Genomics and Phylogenetic Studies(4), Machine Learning in Bioinformatics(4), Cognitive Science and Mapping(3), Face and Expression Recognition(2), Sparse and Compressive Sensing Techniques(2)

Publications19 total

GENERator: A Long-Context Generative Genomic Foundation Model
2026Open Access
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
arXiv (Cornell University)·2025Open Access
MyESL: A Software for Evolutionary Sparse Learning in Molecular Phylogenetics and Genomics
Molecular Biology and Evolution·2025· 2 citedOpen Access
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
arXiv (Cornell University)·2025Open Access
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
arXiv (Cornell University)·2025Open Access
Gener <i>anno</i> : A Genomic Foundation Model for Metagenomic Annotation
2025· 1 citedOpen Access
Advancing vision-language models in front-end development via data synthesis
arXiv (Cornell University)·2025Open Access
PTZ-Calib: Robust Pan-Tilt-Zoom Camera Calibration
arXiv (Cornell University)·2025· 1 citedOpen Access
MyESL: Sparse learning in molecular evolution and phylogenetic analysis
PubMed·2025Open Access
NeuronMerge: Merging Models via Functional Neuron Groups
2025· 1 citedOpen Access
Large Language Models in Geoscience Research: Emerging Tools, Geological Applications, and Future Directions
Abstracts with programs - Geological Society of America·2025
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
2025Open Access
Multi-Label Dimensionality Reduction
2016· 60 cited
Guaranteed Sparse Recovery under Linear Transformation
International Conference on Machine Learning·2013· 15 citedOpen Access
A Convex Formulation for Learning a Shared Predictive Structure from Multiple Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence·2012· 47 citedOpen Access
Perspective Analysis for Online Debates
2012· 4 cited
Tuberculosis Surveillance by Analyzing Google Trends
IEEE Transactions on Biomedical Engineering·2011· 84 cited
A unified framework for generalized Linear Discriminant Analysis
2008· 11 cited

Frequent Co-authors

Shaotian Yan(4), Yue Xin(4), Chen Shen(4), Shuiwang Ji(2), Maxwell Sanderford(2), Sudip Sharma(2), Glen Stecher(2), Jun Liu(2), Sudhir Kumar(2), Q. Li(2), Chenxi Huang(2), Liang Xie(2), Binbin Lin(2), Saijun Fan(2), Deng Cai(2), Xiaosong Yuan(2), Yaoming Wang(2), Xiaofeng Zhang(2), Chenxi Huang(2), Xichuan Zhou(1)