Publications

You can also find all my publications on Google Scholar.
(*) Denotes shared authorship.

Preprint

Multimodal Large Language Models in Medicine and Nursing: A Survey

Jing Liu, Linxiao Gong, Juncen Guo, Jingyi Wu, Lianlong Sun, Yulai Bi, Kartik Patwari, Boan Chen, Lichi Zhang, Wei Zhou, Yang Liu, Xiaoguang Zhu, Chen-Nee Chuah, and Bala Rajaratnam
Preprint , August 2025
Paper Code

Rendering-Refined Stable Diffusion for Privacy Compliant Synthetic Data

Kartik Patwari*, David Schneider*, Xiaoxiao Sun, Chen-Nee Chuah, Lingjuan Lyu, Vivek Sharma*
Preprint , December 2024
Paper Code

2026

Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning

Kartik Patwari*, Dongjie Chen*, Zhengfeng Lai, Xiaoguang Zhu, Samson Cheung, Chen-Nee Chuah
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , March 2026
Paper Code

2025

Co-HSF: Resource-Efficient One-Shot Semi-Supervised Adaptation of Histopathology Foundation Models

Luca Cerny Oliveira, Kartik Patwari, Xiaoguang Zhu, Sen-Ching Cheung, Brittany N. Dugger, Chen-Nee Chuah
AAAI Spring Symposium Series (SSS-25) , March 2025
Paper Code Poster

2024

PerceptAnon: Exploring the Human Perception of Image Anonymization Beyond Pseudonymization for GDPR

Kartik Patwari*, Chen-Nee Chuah, Lingjuan Lyu, Vivek Sharma*
International Conference on Machine Learning (ICML) , July 2024
Paper Code Poster Website

LLM-FIN: Large Language Models Fingerprinting Attack on Edge Devices

Najmeh Nazari, Furi Xiang, Chongzhou Fang, Hosein Mohammadi Makrani, Aditya Puri, Kartik Patwari, Hossein Sayadi, Setareh Rafatirad, Chen-Nee Chuah, and Houman Homayoun
International Symposium on Quality Electronic Design (ISQED) , March 2024
Paper

2023

Towards Fair Video Summarization

Anshuman Chhabra, Kartik Patwari, Chandana Kuntala, Sristi, Deepak Kumar Sharma, Prasant Mohapatra
Transactions on Machine Learning Research (TMLR) , December 2023
Paper Code

Establishing a Benchmark for Adversarial Robustness of Compressed Deep Learning Models After Pruning

Brijesh Vora*, Kartik Patwari*, Syed Mahbub Hafiz, Z. Shafiq, C-N. Chuah
ICML Workshop New Frontiers in Adversarial Machine Learning (AdvML Frontiers) , August 2023
Paper Poster

2022

DNN Model Architecture Fingerprinting Attack on CPU-GPU Edge Devices

Kartik Patwari, Syed Mahbub Hafiz, Han Wang, Houman Homayoun, Zubair Shafiq, Chen-Nee Chuah
IEEE European Symposium on Security and Privacy (EuroS&P) , June 2022
Paper Code Slides

Stealthy Inference Attack on DNN via Cache-based Side-Channel Attacks

Han Wang, Syed Mahbub Hafiz, Kartik Patwari, Chen-Nee Chuah, Zubair Shafiq, Houman Homayoun
IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE) , May 2022
Paper