Qianru Sun

Singapore Management University — Singapore

Computer Science · Physical Sciences

31h-index5.9kcitations150works1.42yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(57), Multimodal Machine Learning Applications(46), Advanced Neural Network Applications(30), Human Pose and Action Recognition(26), Advanced Image and Video Retrieval Techniques(13)

Publications150 total

ThinkMatter: Panoramic-Aware Instructional Semantics for Monocular Vision-and-Language Navigation
IEEE Transactions on Image Processing·2026
How social capital influences organizational resilience in construction projects from the perspective of contractors
Engineering Construction & Architectural Management·2025
Non-isolated input-parallel high-gain DC/DC converter with active switched and coupled inductors
Journal of Power Electronics·2025
Generalized Visual Relation Detection With Diffusion Models
IEEE Transactions on Circuits and Systems for Video Technology·2025
Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning
2025· 2 cited
3D Question Answering via only 2D Vision-Language Models
ArXiv.org·2025· 1 citedOpen Access
1330: PROTEUS MIRABILIS PROMOTES POSTOPERATIVE RECURRENCE OF CROHN’S DISEASE THROUGH LYMPHATIC TRANSLOCATION AND ABERRANT IMMUNE ACTIVATION ELICITED BY INTESTINAL RECOLONIZATION
Gastroenterology·2025
Su1973: FUNCTIONAL AND TAXONOMIC BIOMARKERS OF CROHN’S DISEASE AND HEALTH FROM THE COLONIC MUCOSA-ASSOCIATED MICROBIOTA. THE ENIGMA STUDY.
Gastroenterology·2025
Generalized Visual Relation Detection with Diffusion Models
arXiv (Cornell University)·2025Open Access
Soft-Switching High Step-Up DC-DC Converter Based on Active Switched-Inductor Units
Journal of Electrical Engineering and Technology·2025· 2 cited
Reverse Modeling in Large Language Models
2025Open Access
Synthesizing Multi-Person and Rare Pose Images for Human Pose Estimation
IEEE Transactions on Multimedia·2025
Teacher Transformational Leadership and International Student Academic Satisfaction: Unpacking the Reciprocal Resonance of Self-Efficacy and Engagement as Full Mediators
SSRN Electronic Journal·2025Open Access
SEMat: Semantic Enhanced Natural Image Interactive Matting
IEEE Transactions on Circuits and Systems for Video Technology·2025
LLMs-Based Augmentation for Domain Adaptation in Long-Tailed Food Datasets
Lecture notes in computer science·2024· 1 cited
Weakly-supervised Semantic Segmentation with Image-level Labels: From Traditional Models to Foundation Models
ACM Computing Surveys·2024· 16 citedOpen Access
Unified Generative and Discriminative Training for Multi-modal Large Language Models
arXiv (Cornell University)·2024Open Access
Reverse Modeling in Large Language Models
arXiv (Cornell University)·2024Open Access
Towards Natural Image Matting in the Wild via Real-Scenario Prior
arXiv (Cornell University)·2024Open Access
Learning De-Biased Representations for Remote-Sensing Imagery
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Bernt Schiele(18), Hanwang Zhang(16), Xian‐Sheng Hua(11), Liqian Ma(7), Hong Liu(7), Tat‐Seng Chua(6), Zhongqi Yue(6), Yaoyao Liu(5), Luc Van Gool(5), Mario Fritz(5), Tan Wang(5), Jinhui Tang(4), Jianqiang Huang(4), Yaoyao Liu(4), Dong Zhang(3), Zhaozheng Chen(3), Shibao Zheng(3), Ee‐Peng Lim(3), Mengyuan Liu(3), Stamatios Georgoulis(2)