Yihua Zhang

According to our database, Yihua Zhang authored at least 47 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Mohammad Jafari, Yimeng Zhang, Yihua Zhang, Sijia Liu

CoRR, 2024

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

Hongkang Li, Shuai Zhang, Yihua Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen

CoRR, 2024

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

Yihua Zhang, Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jiancheng Liu, Xiaoming Liu, Sijia Liu

CoRR, 2024

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

Yihua Zhang, Pingzhi Li, Junyuan Hong, Jiaxiang Li, Yimeng Zhang, Wenqing Zheng, Pin-Yu Chen, Jason D. Lee, Wotao Yin, Mingyi Hong, Zhangyang Wang, Sijia Liu, Tianlong Chen

CoRR, 2024

2023

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

Can Jin, Tianjin Huang, Yihua Zhang, Mykola Pechenizkiy, Sijia Liu, Shiwei Liu, Tianlong Chen

CoRR, 2023

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

Chongyu Fan, Jiancheng Liu, Yihua Zhang, Dennis Wei, Eric Wong, Sijia Liu

CoRR, 2023

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

Yimeng Zhang, Jinghan Jia, Xin Chen, Aochuan Chen, Yihua Zhang, Jiancheng Liu, Ke Ding, Sijia Liu

CoRR, 2023

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

Aochuan Chen, Yimeng Zhang, Jinghan Jia, James Diffenderfer, Jiancheng Liu, Konstantinos Parasyris, Yihua Zhang, Zheng Zhang, Bhavya Kailkhura, Sijia Liu

CoRR, 2023

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

Yihua Zhang, Prashant Khanduri, Ioannis C. Tsaknakis, Yuguang Yao, Mingyi Hong, Sijia Liu

CoRR, 2023

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

Yihua Zhang, Yimeng Zhang, Aochuan Chen, Jinghan Jia, Jiancheng Liu, Gaowen Liu, Mingyi Hong, Shiyu Chang, Sijia Liu

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.

Prashant Khanduri, Ioannis C. Tsaknakis, Yihua Zhang, Jia Liu, Sijia Liu, Jiawei Zhang, Mingyi Hong

Proceedings of the International Conference on Machine Learning, 2023

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

Yihua Zhang, Pranay Sharma, Parikshit Ram, Mingyi Hong, Kush R. Varshney, Sijia Liu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang Wang, Sijia Liu

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

Robustness-Preserving Lifelong Learning Via Dataset Condensation.

Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Haomin Zhuang, Yihua Zhang, Sijia Liu

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

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

Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zhang, Sijia Liu

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

2022

Distributed adversarial training to robustify deep neural networks at scale.

Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Fairness Reprogramming.

Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang

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.

Yihua Zhang, Yuguang Yao, Parikshit Ram, Pu Zhao, Tianlong Chen, Mingyi Hong, Yanzhi Wang, Sijia Liu

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.

Yihua Zhang, Guanhua Zhang, Prashant Khanduri, Mingyi Hong, Shiyu Chang, Sijia Liu

Proceedings of the International Conference on Machine Learning, 2022

Considering the Community of Inquiry Framework in Online Engineering Education.

Yihua Zhang, 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.

Tianlong Chen, Zhenyu Zhang, Yihua Zhang, Shiyu Chang, Sijia Liu, Zhangyang Wang

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.

Xiangwen Liu, Yihua Zhang, Chuangji Zhou, Dan Li, Xiaoyan Gui, Li Geng

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.

Dan Li, Ming Liu, Shengwei Gao, Yongjun Shi, Yihua Zhang, Zhiyong Li, Patrick Yin Chiang, Franco Maloberti, Li Geng

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

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

Xiao Fu, Zhijian Wang, Yunfeng Chen, Yihua Zhang, Hao Wu

Serv. Oriented Comput. Appl., 2019

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

Wan Li, Yihua Zhang, Yuehan He, Yahui Wang, Shanshan Guo, Xilei Zhao, Yuyan Feng, Zhaona Song, Yuqing Zou, Weiming He, Lina Chen

J. Biomed. Informatics, 2019

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

Yihua Zhang, Zhuoqi Guo, Yang Xie, Dan Li, Shiquan Fan, Xiaoyan Gui, Li Geng

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.

Yihua Zhang, Marina Blanton, Ghada Almashaqbeh

ACM Trans. Priv. Secur., 2018

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

Yang Xie, Dan Li, Yiqun Liu, Ming Liu, Yihua Zhang, Xiaoli Wang, Li Geng

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.

Jun Chen, Yihua Zhang, Yuan Wang, Ruoli Ma

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

2017

Enforcing Input Correctness via Certification in Garbled Circuit Evaluation.

Yihua Zhang, Marina Blanton, Fattaneh Bayatbabolghani

IACR Cryptol. ePrint Arch., 2017

2016

Efficient Dynamic Provable Possession of Remote Data via Update Trees.

Yihua Zhang, Marina Blanton

ACM Trans. Storage, 2016

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

Rui Xing, Ning Dai, Yicheng Zhong, Yihua Zhang, Yi Liu

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

2015

Secure distributed genome analysis for GWAS and sequence comparison computation.

Yihua Zhang, Marina Blanton, Ghada Almashaqbeh

BMC Medical Informatics Decis. Mak., December, 2015

2014

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

Shengping Zhang, Jiani Tan, Zhonghui Lai, Ying Li, Junxia Pang, Jianhu Xiao, Zhangjian Huang, Yihua Zhang, Hui Ji, Yisheng Lai

J. Chem. Inf. Model., 2014

Efficient Secure and Verifiable Outsourcing of Matrix Multiplications.

Yihua Zhang, Marina Blanton

IACR Cryptol. ePrint Arch., 2014

2013

Secure and verifiable outsourcing of large-scale biometric computations.

Marina Blanton, Yihua Zhang, Keith B. Frikken

ACM Trans. Inf. Syst. Secur., 2013

Research of Weeds Classification System Based on Shape Feature.

Liang Gao, Dongming Li, Yihua Zhang

J. Softw., 2013

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

Yihua Zhang, Aaron Steele, Marina Blanton

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

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

Yihua Zhang, Marina Blanton

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

2012

Secure Computation on Floating Point Numbers.

Mehrdad Aliasgari, Marina Blanton, Yihua Zhang, Aaron Steele

IACR Cryptol. ePrint Arch., 2012

2011

Design of Automatic Mapping System between DDC and CLC.

Yihua Zhang, Jia Peng, Di Huang, Fang Li

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

2010

Confidentiality and Integrity for SUM Aggregation in Sensor Networks.

Keith B. Frikken, Yihua Zhang

Proceedings of the SECRYPT 2010, 2010

Sum Aggregation in Sensor Networks While Preserving Confidentiality and Integrity.

Keith B. Frikken, Yihua Zhang

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

2008

Yet another privacy metric for publishing micro-data.

Keith B. Frikken, Yihua Zhang

Proceedings of the 2008 ACM Workshop on Privacy in the Electronic Society, 2008

2000

An algorithm for VLSI implementation of highly efficient cubic-polynomial evaluation.

Fan Mo, Yihua Zhang, Jun Yu, Qianling Zhang

Proceedings of ASP-DAC 2000, 2000