Joey Tianyi Zhou

Agency for Science, Technology and Research — Singapore

Computer Science · Physical Sciences

52h-index10.8kcitations355works2.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Domain Adaptation and Few-Shot Learning(64), Multimodal Machine Learning Applications(40), Human Pose and Action Recognition(37), Anomaly Detection Techniques and Applications(34), Advanced Neural Network Applications(32)

Publications355 total

SQLAgent: Learning to Explore Before Generating as a Data Engineer
ArXiv.org·2026Open Access
SQLAgent: Learning to Explore Before Generating as a Data Engineer
arXiv (Cornell University)·2026Open Access
DestinyNet: A deep-learning framework for cell-fate analysis from lineage-tracing single-cell RNA sequencing data
Patterns·2026Open Access
Adaptive virtual anchors for efficient and stable clustering over large multi-view attributed graphs
Information Fusion·2026
DP-CSGP: Differentially Private Stochastic Gradient Push with Compressed Communication
arXiv (Cornell University)·2025Open Access
Machine learning algorithm for evaluating athletes’ psychological quality and optimizing training
Discover Artificial Intelligence·2025Open Access
MVAD : A Comprehensive Multimodal Video-Audio Dataset for AIGC Detection
arXiv (Cornell University)·2025Open Access
Low-Level Dataset Distillation for Medical Image Enhancement
arXiv (Cornell University)·2025Open Access
MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios
2025· 1 citedOpen Access
Learning to Be a Doctor: Searching for Effective Medical Agent Architectures
2025Open Access
AEGIS: Authenticity Evaluation Benchmark for AI-Generated Video Sequences
2025Open Access
Modest-Align: Data-Efficient Alignment for Vision-Language Models
arXiv (Cornell University)·2025Open Access
Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding
arXiv (Cornell University)·2025· 1 citedOpen Access
What Makes Diffusion Language Models Super Data Learners?
arXiv (Cornell University)·2025Open Access
TokenSwap: Backdoor Attack on the Compositional Understanding of Large Vision-Language Models
arXiv (Cornell University)·2025Open Access
Controllable Pareto Trade-off between Fairness and Accuracy
arXiv (Cornell University)·2025Open Access
3D Hand Pose Estimation via Articulated Anchor-to-Joint 3D Local Regressors
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
LaV-CoT: Language-Aware Visual CoT with Multi-Aspect Reward Optimization for Real-World Multilingual VQA
arXiv (Cornell University)·2025Open Access
MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios
arXiv (Cornell University)·2025Open Access
DentVLM: A Multimodal Vision-Language Model for Comprehensive Dental Diagnosis and Enhanced Clinical Practice
2025Open Access
page 1 of 18Next →

Frequent Co-authors

Xi Peng(17), Hongyuan Zhu(9), Changqing Zhang(7), Rick Siow Mong Goh(6), Yang Xiao(6), Di Jin(5), Huazhu Fu(5), Zhijing Jin(4), Peter Szolovits(4), Hao Zhang(4), Qinghua Hu(4), Ivor W. Tsang(4), Jiancheng Lv(4), Peng Hu(3), Zitao Liu(3), Zongbo Han(3), Jiashi Feng(3), Aixin Sun(3), Hao Yang(3), Jianfei Cai(3)