Tianhao Wang
- A Principled Approach to Data Valuation for Federated Learning
2020/09/14 by Tianhao Wang, Johannes Rausch, Wang, Tianhao +7 · 17 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Machine Unlearning of Pre-trained Large Language Models
2024/02/23 by Yao Jin, Yao, Jin, Eli Chien +11 · 19 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality
2024/02/29 by Siyu Chen, Chen, Siyu, Heejune Sheen +5 · 13 citations
Computer Science · #Neural Networks and Applications
- Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
2024/09/09 by Siyu Chen, Heejune Sheen, Chen, Siyu +5 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Optimization and Control (math.OC)
- What Happens after SGD Reaches Zero Loss? --A Mathematical Framework
2021/10/13 by Zhiyuan Li, Li, Zhiyuan, Tianhao Wang +3 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
- Improving Robustness to Model Inversion Attacks via Mutual Information Regularization
2020/09/11 by Tianhao Wang, Yuheng Zhang, Wang, Tianhao +3 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Concurrent Composition of Differential Privacy
2021/05/30 by Salil Vadhan, Vadhan, Salil, Tianhao Wang +1 · 5 citations
Computer Science · Social Sciences · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- Locally Differentially Private Heavy Hitter Identification
2017/08/22 by Tianhao Wang, Ninghui Li, Wang, Tianhao +3 · 4 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
- White-box Membership Inference Attacks against Diffusion Models
2023/08/11 by Yan Pang, Pang, Yan, Tianhao Wang +7 · 5 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Towards Certified Unlearning for Deep Neural Networks
2024/08/01 by Binchi Zhang, Yushun Dong, Zhang, Binchi +5 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing
2021/03/02 by Wenxiao Wang, Wang, Wenxiao, Tianhao Wang +11 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques
- Implicit Bias of Gradient Descent on Reparametrized Models: On Equivalence to Mirror Descent
2022/07/08 by Zhiyuan Li, Tianhao Wang, Li, Zhiyuan +5 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)
- Variance-Aware Off-Policy Evaluation with Linear Function Approximation
2021/06/22 by Yifei Min, Tianhao Wang, Min, Yifei +5 · 2 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Simulation Techniques and Applications
- How Well Can Transformers Emulate In-context Newton's Method?
2024/03/05 by Angeliki Giannou, Yang Liu, Giannou, Angeliki +7 · 2 citations
Computer Science · Decision Sciences · Engineering · #Advanced Measurement and Metrology Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Scientific Measurement and Uncertainty Evaluation #Sensor Technology and Measurement Systems
- Answering Multi-Dimensional Range Queries under Local Differential Privacy
2020/09/14 by Jianyu Yang, Tianhao Wang, Yang, Jianyu +7 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation
2022/07/22 by Tong Wu, Tianhao Wang, Wu, Tong +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning
2024/10/15 by Gao, Fengyu, Ruida Zhou, Tianhao Wang +6 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
- Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models with Reinforcement Learning
2023/02/24 by Ruitu Xu, Xu, Ruitu, Yifei Min +9 · 1 citation
Business, Management and Accounting · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Economic theories and models #FOS: Computer and information sciences #FOS: Economics and business #Financial Literacy, Pension, Retirement Analysis #General Economics (econ.GN) #Machine Learning (cs.LG)
- Late‐life social activity and subsequent risk of dementia and mild cognitive impairment
2024/12/27 by Yi Chen, Francine Grodstein, Ana W. Capuano +3 · 1 voice · 1 citation
Medicine · Social Sciences · Psychology · #Dementia and Cognitive Impairment Research #Health disparities and outcomes #Aging and Gerontology Research
- Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features
2023/06/01 by Kunal Mukherjee, Mukherjee, Kunal, Joshua Wiedemeier +11 · 3 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Software Engineering Research #Adversarial Robustness in Machine Learning
- Does Differential Privacy Impact Bias in Pretrained NLP Models?
2024/10/24 by Md. Khairul Islam, Islam, Md. Khairul, Andrew Z. Wang +8 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Research on Offshore Wind Turbine Blade Repair Based on Particle Swarm Optimization‐Backpropagation Neural Network and Improved Active Disturbance Rejection Control
2026/07/15 by Yuhang Xue, Xinrong Liu, Tianhao Wang · 1 voice
Engineering · #Wind Energy Research and Development #Magnetic Bearings and Levitation Dynamics #Advanced machining processes and optimization