Yihua Zhang

Christian Stöhr

Susanne Strömberg Jämsvi

Jens Kabo

Johan Malmqvist

Comput. Appl. Eng. Educ., May, 2025

Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuning.

[BibT_eX]

[DOI]

CoRR, March, 2025

Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond.

[BibT_eX]

[DOI]

CoRR, February, 2025

When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Pruning then Reweighting: Towards Data-Efficient Training of Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs?

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., January, 2024

Slope Surface Deformation Monitoring Based on Close-Range Photogrammetry: Laboratory Insights and Field Applications.

[BibT_eX]

[DOI]

Remote. Sens., 2024

Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification.

[BibT_eX]

[DOI]

CoRR, 2024

UOE: Unlearning One Expert Is Enough For Mixture-of-experts LLMS.

[BibT_eX]

[DOI]

CoRR, 2024

How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance.

[BibT_eX]

[DOI]

CoRR, 2024

UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training.

[BibT_eX]

[DOI]

Konstantinos Parasyris

Proceedings of the Twelfth International Conference on Learning Representations, 2024

The Power of Few: Accelerating and Enhancing Data Reweighting with Coreset Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy to Generate Unsafe Images ... For Now.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Linearly Constrained Bilevel Optimization: A Smoothed Implicit Gradient Approach.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

What Is Missing in IRM Training and Evaluation? Challenges and Solutions.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Robust Mixture-of-Expert Training for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Robustness-Preserving Lifelong Learning Via Dataset Condensation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion.

[BibT_eX]

[DOI]

Haomin Zhuang

Sijia Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Understanding and Improving Visual Prompting: A Label-Mapping Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Distributed adversarial training to robustify deep neural networks at scale.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Fairness Reprogramming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Advancing Model Pruning via Bi-level Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Considering the Community of Inquiry Framework in Online Engineering Education.

[BibT_eX]

[DOI]

Christian Stöhr

Susanne Strömberg Jämsvi

Jens Kabo

Proceedings of the IEEE Frontiers in Education Conference, 2022

Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

A 16Gb/s Triple-Mode Driver in 0.18μm CMOS Technology.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Integrated Circuits, 2020

2019

Low-Noise Broadband CMOS TIA Based on Multi-Stage Stagger-Tuned Amplifier for High-Speed High-Sensitivity Optical Communication.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Bead Strand Model: a high-efficiency storage structure for self-destructing data in cloud environment.

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2019

Candidate gene prioritization for non-communicable diseases based on functional information: Case studies.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2019

A Stacked 4×25 Gb/s Optical Receiver in 28 nm CMOS with 0.154 mW/Gb/s Power Efficiency.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Implementing Support for Pointers to Private Data in a General-Purpose Secure Multi-Party Compiler.

[BibT_eX]

[DOI]

Ghada Almashaqbeh

ACM Trans. Priv. Secur., 2018

Low-Noise High-Linearity 56Gb/s PAM-4 Optical Receiver in 45nm SOI CMOS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Research on Interaction Modeling of Cross-border E-commerce and Import and Export Trade.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Software and e-Business, 2018

2017

Enforcing Input Correctness via Certification in Garbled Circuit Evaluation.

[BibT_eX]

[DOI]

Fattaneh Bayatbabolghani

IACR Cryptol. ePrint Arch., 2017

2016

Efficient Dynamic Provable Possession of Remote Data via Update Trees.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2016

A modeling method of customized brackets and individualized trays for orthodontic treatment.

[BibT_eX]

[DOI]

Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015

Secure distributed genome analysis for GWAS and sequence comparison computation.

[BibT_eX]

[DOI]

Ghada Almashaqbeh

BMC Medical Informatics Decis. Mak., December, 2015

2014

Effective Virtual Screening Strategy toward Covalent Ligands: Identification of Novel NEDD8-Activating Enzyme Inhibitors.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2014

Efficient Secure and Verifiable Outsourcing of Matrix Multiplications.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2014

2013

Secure and verifiable outsourcing of large-scale biometric computations.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst. Secur., 2013

Research of Weeds Classification System Based on Shape Feature.

[BibT_eX]

[DOI]

Liang Gao

Dongming Li

J. Softw., 2013

PICCO: a general-purpose compiler for private distributed computation.

[BibT_eX]

[DOI]

Aaron Steele

Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

Efficient dynamic provable possession of remote data via balanced update trees.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM Symposium on Information, Computer and Communications Security, 2013

2012

Secure Computation on Floating Point Numbers.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2012

2011

Design of Automatic Mapping System between DDC and CLC.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation, 2011

2010

Confidentiality and Integrity for SUM Aggregation in Sensor Networks.

[BibT_eX]

Proceedings of the SECRYPT 2010, 2010

Sum Aggregation in Sensor Networks While Preserving Confidentiality and Integrity.

[BibT_eX]

[DOI]

Proceedings of the e-Business and Telecommunications - 7th International Joint Conference, 2010

2008

Yet another privacy metric for publishing micro-data.

[BibT_eX]

[DOI]