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Hai Li — most-cited papers & profile · Large Language Models
← authors
·
overview
Hai Li
42
papers ·
357
citations ·
62
h-index
Duke University · University of Florida · Ministry of Agriculture · Ministry of Agriculture · China Southern Power Grid (China) · Power Grid Corporation (India)
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Most-cited papers
Generative Poisoning Attack Method Against Neural Networks
2017 · 148 citations
LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets
2020 · 73 citations
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs
2020 · 34 citations
Privacy Leakage of Adversarial Training Models in Federated Learning Systems
2022 · 20 citations
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective
2021 · 15 citations
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction
2022 · 13 citations
Snooping Attacks on Deep Reinforcement Learning
2019 · 10 citations
Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective
2020 · 9 citations
IQDUBBING: Prosody modeling based on discrete self-supervised speech representation for expressive voice conversion
2022 · 7 citations
FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning
2021 · 6 citations
The Multi-speaker Multi-style Voice Cloning Challenge 2021
2021 · 3 citations
SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion
2023 · 3 citations
Adaptive Neural Network Backstepping Control Method for Aerial Manipulator Based on Variable Inertia Parameter Modeling
2022 · 2 citations
MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning
2024 · 2 citations
On Provable Backdoor Defense in Collaborative Learning
2021 · 1 citations
Top co-authors
Bowen Duan
· 1
Changchun Zhou
· 1
Chiyue Wei
· 1
Cong Guo
· 1
Haoxuan Shan
· 1
Jiayi Tian
· 1
Jinming Lu
· 1
Ryan Solgi
· 1
Xinhua Chen
· 1
Yifan Xu
· 1
Yifan Yang
· 1
Yiran Chen
· 1
Topics
Federated Learning
Audio Generation
Privacy
Voice Cloning
Adversarial ML
Data Heterogeneity
Text-to-Speech
Speech Recognition
Vulnerability Detection
Manipulation