Yongkang Wong

National University of Singapore — Singapore

Computer Science · Physical Sciences

29h-index3.6kcitations147works2.72yr avg
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Research Topics

Multimodal Machine Learning Applications(37), Human Pose and Action Recognition(35), Video Analysis and Summarization(26), Domain Adaptation and Few-Shot Learning(20), Video Surveillance and Tracking Methods(17)

Publications147 total

TailorEdit: An Adaptive Framework for Instruction-Guided Fashion Image Editing
IEEE Transactions on Circuits and Systems for Video Technology·2026
Prompt-Aware Adapter: Learning Adaptive Visual Tokens for Multimodal Large Language Models
IEEE Transactions on Artificial Intelligence·2025· 3 cited
Improving Video Moment Retrieval via LLM Augmented Nested Adapter
2025
STAR: Skeleton-aware Text-based 4D Avatar Generation with in-Network Motion Retargeting
IEEE Transactions on Visualization and Computer Graphics·2025· 1 cited
Technical Report for ICML 2024 TiFA Workshop MLLM Attack Challenge: Suffix Injection and Projected Gradient Descent Can Easily Fool An MLLM
arXiv (Cornell University)·2024Open Access
Implications of Privacy Regulations on Video Surveillance Systems
ACM Transactions on Multimedia Computing Communications and Applications·2024· 2 citedOpen Access
DcDsDiff: Dual-Conditional and Dual-Stream Diffusion Model for Generative Image Tampering Localization
2024· 1 citedOpen Access
KF-VTON: Keypoints-Driven Flow Based Virtual Try-On Network
ACM Transactions on Multimedia Computing Communications and Applications·2024· 4 citedOpen Access
STAR: Skeleton-aware Text-based 4D Avatar Generation with In-Network Motion Retargeting
arXiv (Cornell University)·2024Open Access
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
arXiv (Cornell University)·2024Open Access
Bridging the Intent Gap: Knowledge-Enhanced Visual Generation
arXiv (Cornell University)·2024Open Access
Recurrent Appearance Flow for Occlusion-Free Virtual Try-On
ACM Transactions on Multimedia Computing Communications and Applications·2024· 2 citedOpen Access
Multi2Human: Controllable human image generation with multimodal controls
Neurocomputing·2024· 7 cited
Learning to Predict Gradients for Semi-Supervised Continual Learning
IEEE Transactions on Neural Networks and Learning Systems·2024· 7 cited
Privacy-Enhancing Person Re-identification Framework – A Dual-Stage Approach
2024· 9 cited
Rejecting Unknown Gestures Based on Surface-Electromyography Using Variational Autoencoder
IEEE Transactions on Neural Systems and Rehabilitation Engineering·2024· 10 citedOpen Access
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
2024
Finetuning Text-to-Image Diffusion Models for Fairness
arXiv (Cornell University)·2023· 3 citedOpen Access
Narrative Graph for Narrative Generation from Long Videos
2023Open Access
NarSUM '23: The 2nd Workshop on User-Centric Narrative Summarization of Long Videos
2023
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Frequent Co-authors

Mohan Kankanhalli(40), Weidong Geng(10), Qi Zhao(10), Junnan Li(8), An-An Liu(7), Yuting Su(7), Yu Hu(5), Ning Xu(5), Wentao Wei(4), Yu Du(4), Conrad Sanderson(4), Brian C. Lovell(4), Junnan Li(4), Bingjie Xu(3), Zhiyong Cheng(3), Xiangdong Li(3), Yan Luo(3), Xiaoling Gu(3), Sandra Mau(2), Qingfeng Dai(2)