Posts by Collection

publications

Efficient differentially private kernel support vector classifier for multi-class classification

Published in Information Sciences, 2023

Exploring diverse feature extractions for adversarial audio detection

Published in IEEE Access, 2023

Efficient homomorphic encryption framework for privacy-preserving regression

Published in Applied Intelligence, 2023

Differentially private sharpness-aware training

Published in ICML 2023, 2023

Fast sharpness-aware training for periodic time series classification and forecasting

Published in Applied Soft Computing, 2023

Fantastic robustness measures: The secrets of robust generalization

Published in NeurIPS 2023, 2023

Privacy-preserving inference resistant to model extraction attacks

Published in Expert Systems with Applications, 2024

Fair Sampling in Diffusion Models through Switching Mechanism

Published in AAAI 2024, 2024

In-distribution public data synthesis with diffusion models for differentially private image classification

Published in CVPR 2024, 2024

BayesNAM: Leveraging inconsistency for reliable explanations

Published in arXiv, 2024

Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training

Published in arXiv, 2024

Improving the utility of differentially private clustering through dynamical processing

Published in Pattern Recognition, 2025

Temporal consistency ensemble empirical mode decomposition for forecasting practical metal price

Published in Engineering Applications of Artificial Intelligence, 2025

Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home?

Published in EMNLP Findings 2025, 2025

Multi-Class Support Vector Machine with Differential Privacy

Published in NeurIPS 2025, 2025

TimeBridge: Better Diffusion Prior Design with Bridge Models for Time Series Generation

Published in KDD 2026, 2025

Differentially Private Upsampling for Enhanced Anomaly Detection in Imbalanced Data

Published in Engineering Applications of Artificial Intelligence, 2025

Stability analysis of sharpness-aware minimization

Published in ICML 2026, 2026

Exploring the effect of multi-step ascent in sharpness-aware minimization

Published in IEEE Access, 2026

Leveraging Pathology Co-occurrence for Test-Time Adaptation in Chest X-Ray Diagnosis

Published in MICCAI 2026, 2026

talks

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!

Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

More information here

Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014