Scholar
Yaochen Xie
Google Scholar ID: Xw3ZjnMAAAAJ
Applied Scientist, Amazon
Citations & Impact
Citations
2,108
H-index
16
i10-index
17
Publications
20
Co-authors
9
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Published several papers, including 'Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies', 'SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations', and more, with presentations at ICLR, NeurIPS, and other significant conferences.
Research Experience
- Currently an Applied Scientist at Amazon Search. Serves as Area Chairs at multiple conferences including Language and Molecule @ ACL, Scaling Environments for Agents @ NeurIPS, and serves in the program committees of several other conferences.
Education
- Ph.D. in Computer Science from Texas A&M University, advised by Prof. Shuiwang Ji; B.S. in Statistics from the School of the Gifted Young at the University of Science and Technology of China.
Background
- An Applied Scientist at Amazon Search. Research interests include Large Language Models, Retrieval Augmented Generation, Multi-Modality, Self-Supervised Learning and Foundation Models, Model Explanability, Graph Neural Networks, and AI4Science (Geometric Deep Learning, Bioinformatics, Biomedical Imaging).
Miscellany
- Personal interests not mentioned.
