Jian Chen
I’m currently an Ph.D. student at University at Buffalo, Department of Computer Science and Engineering. My research mainly focuses on deep learning, especially in diffusion models and large language models.
Email: jchen378@buffalo.edu.
Education
- University at Buffalo, Computer Science, PhD, 2018 Fall - Current
- Drexel University, Electrical Engineering, Master, 2015 Fall - 2017 Summer
- Hunan University, Applied Mathematics, Bachelor, 2011 Fall - 2015 Summer
Experience
- Mohamed bin Zayed University of Artificial Intelligence, Research Assistant, 10/2023 - 02/2024
Publications
Jian, Chen, Ruiyi Zhang, Yufan Zhou, Changyou Chen, “Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints”. ICLR 2024
Jian, Chen, Ruiyi Zhang, Tong Yu, Rohan Sharma, Zhiqiang Xu, Tong Sun, Changyou Chen, “Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels”. NeurIPS 2023
Jian, Chen , “Timed hazard networks: Incorporating temporal difference for oncogenetic analysis”. PLOS ONE, 18(3):e0283004, 2023
Jian, Chen, Le Yang, Lu Li, Steve Goodison, and Yijun Sun. Alignment-free Comparison of Metagenomics Sequences via Approximate String Matching. Bioinformatics Advances, 2022
Stephen Woloszynek, Zhengqiao Zhao, Jian, Chen, and Gail L Rosen. 16S rRNA sequence embeddings: Meaningful numeric feature representations of nucleotide sequences that are convenient for downstream analyses. PLoS computational biology, 15(2):e1006721, 2019
Music
I play guitar and do arrangement for music that I like as a hobby. And, I have a Youtube Channel.