Luyao Shi

Researcher, N/A, International Business Machines

Joined

January 2020

Names

Luyao Shi (Preferred)

Emails

****@gmail.com (Confirmed)

****@yale.edu (Confirmed)

****@ibm.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

N/A, International Business Machines (ibm.com)

2020 – Present

PhD student

BME, Yale University (yale.edu)

2015 – 2020

MS student

BME, Southeast University (seu.edu.cn)

2012 – 2015

Undergrad student

BME, Southeast University (seu.edu.cn)

2008 – 2012

Advisors, Relations & Conflicts

PhD Advisor

Chi Liu

2015 – 2020

Expertise

deep learning

2017 – 2023

medical imaging

2011 – 2020

Publications

SemCLIP: A Semantic Memory-Aligned Vision Language Model
Tanveer F Syeda-Mahmood, Niharika S. D'Souza, Ken C. L. Wong, Raziuddin Mahmood, Luyao Shi, Ashutosh Jadhav, Satyananda Kashyap, David Beymer
- UniReps2025 oral
- Readers: Everyone
AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
Prashanth Vijayaraghavan, Luyao Shi, Ehsan Degan, Vandana Mukherjee, Xin Zhang
- ICML 2025 poster
- Readers: Everyone
SemCLIP: Aligning vision-language encoder models to semantic spaces for stability in retrieval
Tanveer Syeda-mahmood, Niharika S. D'Souza, Satyananda Kashyap, Ken C. L. Wong, Raziuddin Mahmood, Luyao Shi, Ashutosh Jadhav, Hongzhi Wang, Joy T Wu, David Beymer
- Submitted to ICLR 2025
- Readers: Everyone
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
Satyananda Kashyap, Niharika S. D'Souza, Luyao Shi, Ken C. L. Wong, Hongzhi Wang, Tanveer Syeda-mahmood
- UniReps
- Readers: Everyone
Hopfield Encoding Networks
Satyananda Kashyap, Niharika Shimona D'Souza, Luyao Shi, Ken C. L. Wong, Hongzhi Wang, Tanveer Syeda-mahmood
- Submitted to ICLR 2024
- Readers: Everyone
Segmentation-Free PVC for Cardiac SPECT Using a Densely-Connected Multi-Dimensional Dynamic Network
Huidong Xie, Zhao Liu, Luyao Shi, Kathleen Greco, Xiongchao Chen, Bo Zhou, Attila Feher, John C. Stendahl, Nabil Boutagy, Tassos C. Kyriakides, Ge Wang, Albert J. Sinusas, Chi Liu
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- IEEE Trans. Medical Imaging 2023
- Readers: Everyone
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation
Luyao Shi, Tanveer F. Syeda-Mahmood, Tyler Baldwin
- 2022 (modified: 02 Nov 2022)
- NAACL-HLT 2022
- Readers: Everyone
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network
Huidong Xie, Zhao Liu, Luyao Shi, Kathleen Greco, Xiongchao Chen, Bo Zhou, Attila Feher, John C. Stendahl, Nabil Boutagy, Tassos C. Kyriakides, Ge Wang, Albert J. Sinusas, Chi Liu
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- CoRR 2022
- Readers: Everyone
Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding
Tanveer F. Syeda-Mahmood, Luyao Shi
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- MLHC 2022
- Readers: Everyone
Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning
Luyao Shi, Yihuan Lu, Nicha C. Dvornek, Christopher A. Weyman, Edward J. Miller, Albert J. Sinusas, Chi Liu
- 2021 (modified: 02 Nov 2022)
- IEEE Trans. Medical Imaging 2021
- Readers: Everyone

View all 17 publications

Co-Authors

View all 52 co-authors