Sunil Gupta

Computer Science · Physical Sciences

17h-index2.0kcitations82works1.82yr avg
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Research Topics

Machine Learning in Healthcare(14), Domain Adaptation and Few-Shot Learning(12), Bayesian Methods and Mixture Models(10), Digital Mental Health Interventions(7), Statistical Methods and Inference(6)

Publications82 total

A Novel Algorithm for Tree-Based Sequential Pattern Mining using HU-Chain structure
International Journal of Data Analysis Techniques and Strategies·2026
Federated Domain Generalization with Latent Space Inversion
arXiv (Cornell University)·2025Open Access
Score-Based Integrated Gradient for Root Cause Explanations of Outliers
2025
GRAD: Graph-Retrieved Adaptive Decoding for Hallucination Mitigation
arXiv (Cornell University)·2025Open Access
Brief Digital Interventions for Psychological Distress
JAMA Network Open·2025· 2 citedOpen Access
Room-Temperature Methanol Gas Sensor Based on PEDOT:Tosylate Thin Films: Enhanced Sensitivity through Urea Surface Treatment
ACS Omega·2025Open Access
DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-Domain Reinforcement Learning
Frontiers in artificial intelligence and applications·2025Open Access
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
2025· 1 cited
CAAD: Context-Aware Adaptive Decoding for Truthful Text Generation
arXiv (Cornell University)·2025Open Access
DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-domain Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Hybrid Cross-domain Robust Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
arXiv (Cornell University)·2025Open Access
Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains
2025· 2 cited
Defense Against Multi-target Multi-trigger Backdoor Attacks
Lecture notes in computer science·2025
Applications of Large Language Models in the Field of Suicide Prevention: Scoping Review
Journal of Medical Internet Research·2024· 15 citedOpen Access
Digital Twin Implementation: Architecture and Development
2024· 1 cited
Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial
Journal of Medical Internet Research·2024· 2 citedOpen Access
ChaQra: a cellular unit of the Indian quantum network
Scientific Reports·2024· 5 citedOpen Access
A web-based video messaging intervention for suicide prevention in men: study protocol for a five-armed randomised controlled trial
Trials·2024· 1 citedOpen Access
Applications of Large Language Models in the Field of Suicide Prevention: Scoping Review (Preprint)
2024Open Access
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Frequent Co-authors

Svetha Venkatesh(46), Dinh Phung(34), Santu Rana(14), Truyen Tran(8), Wei Luo(6), Thuong Nguyen(6), Brett Adams(5), Budhaditya Saha(5), Iman Kamkar(4), Alexis E. Whitton(4), Helen Christensen(4), Thin Nguyen(3), Leonard Hoon(3), Jill M. Newby(3), Wu Yi Zheng(3), Artur Shvetcov(3), Kon Mouzakis(3), Alistair Shilton(2), Richard L. Kennedy(2), Melanie Nichols(2)