Joey Tianyi Zhou

Principal Researcher, A*STAR Centre for Frontier AI Research

Joined

October 2017

Names

Joey Tianyi Zhou

Emails

****@gmail.com (Confirmed)

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

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

Personal Links

Career & Education History

Principal Researcher

A*STAR Centre for Frontier AI Research (cfar.a-star.edu.sg)

2015 – Present

Researcher

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

2015 – 2017

PhD student

Nanyang Technological University (ntu.edu.sg)

2011 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Shen Shyang Ho

2013 – 2015

PhD Advisor

Ivor Tsang

2011 – 2012

Expertise

Dataset Distillation

2022 – Present

Model Compression

2019 – Present

Efficient Training

2019 – Present

AI robustness

2019 – Present

Deep Learning

2014 – Present

Transfer Leanring

2011 – Present

Publications

Plan in Sandbox, Navigate in Open Worlds: Learning Physics-Grounded Abstracted Experience for Embodied Navigation
Zhixuan Shen, Jiawei Du, Ziyu Guo, Han Luo, Lilan Peng, Joey Tianyi Zhou, Haonan Luo, Tianrui Li
- International Conference on Machine Learning (ICML 2026)
- Readers: Everyone
GenText-Forensics: Challenge on Explainable Forensics and Adversarial Generation for Text-Centric Images
Fanwei Zeng, Jianshu Li, Changtao Miao, Chenqi Kong, Youru Li, Zhi Cai, Haiyan Yin, Joey Tianyi Zhou, Ran He, Anderson Rocha, Alex Kot
- ACMMM2026-MGC-Proposal
- Readers: Everyone
From Reconstruction to Compression: Reinforcement Learning in Diffusion-Based Distillation
Zhouyang Jiang, Chen Yuzheng, Yijun Liu, Luo Chengguo, Yucheng Hu, Jiawei Du, Yew-Soon Ong, Joey Tianyi Zhou
- OpenReview Archive Direct Upload
- Readers: Everyone
From Reconstruction to Compression: Reinforcement Learning in Diffusion-Based Distillation
Zhouyang Jiang, Chen Yuzheng, Yijun Liu, Luo Chengguo, Yucheng Hu, Jiawei Du, Yew-Soon Ong, Joey Tianyi Zhou
- OpenReview Archive Direct Upload
- Readers: Everyone
Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution
Jiawei Du, Jinlong Wu, Chen Yuzheng, Yucheng Hu, Bing Li, Joey Tianyi Zhou
- OpenReview Archive Direct Upload
- Readers: Everyone
Single-Domain Generalization via Path Flatness-Aware Optimization of Loss Landscapes
Zizhou Wang, Yan Wang, Yangqin Feng, Jiawei Du, Joey Tianyi Zhou, Rick Siow Mong Goh, Yong Liu, Liangli Zhen
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
AEGIS: Authenticity Evaluation Benchmark for AI-Generated Video Sequences
Jieyu Li, Xin Zhang, Joey Tianyi Zhou
- Crossref
- Readers: Everyone
Learning to Be a Doctor: Searching for Effective Medical Agent Architectures
Yangyang Zhuang, Wenjia Jiang, Jia-Yu Zhang, Ze Yang, Joey Tianyi Zhou, Chi Zhang
- Crossref
- Readers: Everyone
Multilingual-Prompt-Guided Directional Feature Learning for Weakly Supervised Video Anomaly Detection
Chizhuo Xiao, Yang Xiao, Joey Tianyi Zhou, Zhiwen Fang
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Readers: Everyone
AutoAnnotator: A Collaborative Annotation Framework for Large and Small Language Models
Yao Lu, Ji Zhaiyuan, Jiawei Du, Shanqing Yu, Qi Xuan, Joey Tianyi Zhou
- LaMAS 2026 Poster
- Readers: Everyone

View all 291 publications

Co-Authors

View all 442 co-authors