Yong Liu

Senior Scientist, Adjunct Assistant Professor, Computing and Intelligence, Institute of High Performance Computing, Singapore, A*STAR

Joined

February 2020

Names

Yong Liu (Preferred)

Emails

****@ihpc.a-star.edu.sg (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Senior Scientist, Adjunct Assistant Professor

Computing and Intelligence, Institute of High Performance Computing, Singapore, A*STAR (ihpc.a-star.edu.sg)

2019 – Present

Advisors, Relations & Conflicts

Coauthor

Xu Xinxing

2018 – 2030

Expertise

Medical Imaging

2015 – Present

Machine Learning

2000 – Present

Computer Vision

2000 – Present

Publications

AI-Driven TCR Design: Leveraging Large Language Models for Personalized Cancer Immunotherapy
Sidan Yao, Jun Zhou, Yew Mun Lee, Yi Tian Png, Manna Dai, Tao Luo, Rick Siow Mong Goh, Yong Liu, Chwee Ming Lee
- AI4X 2025 Oral
- Readers: Everyone
AdaFace - A Versatile Face Encoder for Zero-Shot Diffusion Model Personalization
Shaohua Li, Xiuchao Sui, HONG YANG, Pin Nean Lai, Weide Liu, Xinxing Xu, Yong Liu, Rick Siow Mong Goh
- OpenReview Archive Direct Upload
- Readers: Everyone
On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
Yunlu Yan, Chun-Mei Feng, Wangmeng Zuo, Salman Khan, Yong Liu, Lei Zhu
- ICLR 2025 Poster
- Readers: Everyone
CPT: Consistent Proxy Tuning for Black-box Optimization
Yuanyang He, Zitong Huang, Xinxing Xu, Rick Siow Mong Goh, Salman Khan, Wangmeng Zuo, Yong Liu, Chun-Mei Feng
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Federated Residual Low-Rank Adaptation of Large Language Models
Yunlu Yan, Chun-Mei Feng, Wangmeng Zuo, Rick Siow Mong Goh, Yong Liu, Lei Zhu
- ICLR 2025 Poster
- Readers: Everyone
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning
Yang bai, Yang Zhou, Jun Zhou, Rick Siow Mong Goh, Daniel Shu Wei Ting, Yong Liu
- Submitted to ICLR 2025
- Readers: Everyone
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
Yang Zhou, Tan Li Hui Faith, Yanyu Xu, Sicong Leng, Xinxing Xu, Yong Liu, Rick Siow Mong Goh
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
AdaFace: A Versatile Face Encoder for Zero-Shot Diffusion Model Personalization
Shaohua Li, Xiuchao Sui, HONG YANG, Pin Nean Lai, Weide Liu, Xinxing Xu, Yong Liu, Rick Siow Mong Goh
- Submitted to NeurIPS 2024
- Readers: Everyone
Class Balance Matters to Active Class-Incremental Learning
Zitong Huang, Ze Chen, Yuanze Li, Bowen Dong, Erjin Zhou, Yong Liu, Rick Siow Mong Goh, Chun-Mei Feng, Wangmeng Zuo
- MM2024 Poster
- Readers: Everyone
Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter Learning
Chun-Mei Feng, Kai Yu, Xinxing Xu, Yong Liu, Salman Khan, Wangmeng Zuo, Rick Siow Mong Goh
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone

View all 49 publications

Co-Authors

View all 100 co-authors