Jiyue Huang

26 papers A 2B 2Journal 12Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
GIDM: Gradient Inversion of Federated Diffusion Models.
ARES (1)
Jiyue Huang, Chi Hong, Stefanie Roos, Lydia Y. Chen
2025 — conf
Single-Fold Distillation for Diffusion Models.
ECML/PKDD (2)
Chi Hong, Jiyue Huang, Robert Birke, Dick H. J. Epema, Stefanie Roos, Lydia Y. Chen
2025 — conf
TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models.
SaTML
Caspar Meijer, Jiyue Huang, Shreshtha Sharma, Elena Lazovik, Lydia Y. Chen
2025 J jnl
TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models.
CoRR
Caspar Meijer, Jiyue Huang, Shreshtha Sharma, Elena Lazovik, Lydia Y. Chen
2024 J jnl
Gradient Inversion of Federated Diffusion Models.
CoRR
Jiyue Huang, Chi Hong, Lydia Y. Chen, Stefanie Roos
2024 B conf
On Quantifying the Gradient Inversion Risk of Data Reuse in Federated Learning Systems.
SRDS
Jiyue Huang, Lydia Y. Chen, Stefanie Roos
2024 J jnl
SFDDM: Single-fold Distillation for Diffusion models.
CoRR
Chi Hong, Jiyue Huang, Robert Birke, Dick H. J. Epema, Stefanie Roos, Lydia Y. Chen
2023 A conf
Defending Against Free-Riders Attacks in Distributed Generative Adversarial Networks.
FC
Zilong Zhao, Jiyue Huang, Lydia Y. Chen, Stefanie Roos
2023 — conf
Exploring and Exploiting Data-Free Model Stealing.
ECML/PKDD (5)
Chi Hong, Jiyue Huang, Robert Birke, Lydia Y. Chen
2023 A conf
Fabricated Flips: Poisoning Federated Learning without Data.
DSN
Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos
2023 — conf
Maverick Matters: Client Contribution and Selection in Federated Learning.
PAKDD (2)
Jiyue Huang, Chi Hong, Yang Liu, Lydia Y. Chen, Stefanie Roos
2022 B conf
AGIC: Approximate Gradient Inversion Attack on Federated Learning.
SRDS
Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant
2022 J jnl
AGIC: Approximate Gradient Inversion Attack on Federated Learning.
CoRR
Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant
2022 J jnl
Attacks and Defenses for Free-Riders in Multi-Discriminator GAN.
CoRR
Zilong Zhao, Jiyue Huang, Stefanie Roos, Lydia Y. Chen
2022 J jnl
Blind leads Blind: A Zero-Knowledge Attack on Federated Learning.
CoRR
Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos
2022 J jnl
MEGA: Model Stealing via Collaborative Generator-Substitute Networks.
CoRR
Chi Hong, Jiyue Huang, Lydia Y. Chen
2021 J jnl
Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning.
CoRR
Jiyue Huang, Chi Hong, Lydia Y. Chen, Stefanie Roos
2020 — conf
An Exploratory Analysis on Users' Contributions in Federated Learning.
TPS-ISA
Jiyue Huang, Rania Talbi, Zilong Zhao, Sara Bouchenak, Lydia Y. Chen, Stefanie Roos
2020 J jnl
An Exploratory Analysis on Users' Contributions in Federated Learning.
CoRR
Jiyue Huang, Rania Talbi, Zilong Zhao, Sara Bouchenak, Lydia Y. Chen, Stefanie Roos
2020 J jnl
Blockchain-Based Cache Poisoning Security Protection and Privacy-Aware Access Control in NDN Vehicular Edge Computing Networks.
J. Grid Comput.
Kai Lei, Junjie Fang, Qichao Zhang, Junjun Lou, Maoyu Du, Jiyue Huang, Jianping Wang, Kuai Xu
2020 J jnl
Groupchain: Towards a Scalable Public Blockchain in Fog Computing of IoT Services Computing.
IEEE Trans. Serv. Comput.
Kai Lei, Maoyu Du, Jiyue Huang, Tong Jin
2019 — conf
Survey on Blockchain Incentive Mechanism.
ICPCSEE (1)
Jiyue Huang, Kai Lei, Maoyu Du, Hongting Zhao, Huafang Liu, Jin Liu, Zhuyun Qi
2019 — conf
Towards Decentralized Equilibrium Asset Trading Based on Blockchain.
HPCC/SmartCity/DSS
Kai Lei, Maoyu Du, Liwei Yang, Jin Liu, Jiyue Huang, Danxia Xie, Kuai Xu
2018 — conf
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding.
ICISA
Ying Shen, Qiang Zhang, Jin Zhang, Jiyue Huang, Yuming Lu, Kai Lei
2018 J jnl
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding.
CoRR
Ying Shen, Qiang Zhang, Jin Zhang, Jiyue Huang, Yuming Lu, Kai Lei
2018 — conf
Semantic Similarity Measures to Disambiguate Terms in Medical Text.
ICONIP (7)
Kai Lei, Jiyue Huang, Shangchun Si, Ying Shen