Yuhang Yao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Top Venues

IEEE Trans. Inf. Theory

Publications

Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He
FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. KDD (2024)
Yuhang Yao, Syed Ali Jafar
The Capacity of 3 User Linear Computation Broadcast. IEEE Trans. Inf. Theory 70 (6) (2024)
Takaaki Sugino, Shinya Onogi, Rieko Oishi, Chie Hanayama, Satoki Inoue, Shinjiro Ishida, Yuhang Yao, Nobuhiro Ogasawara, Masahiro Murakawa, Yoshikazu Nakajima
Investigation of Appropriate Scaling of Networks and Images for Convolutional Neural Network-Based Nerve Detection in Ultrasound-Guided Nerve Blocks. Sensors 24 (11) (2024)
Yuhang Yao, Syed Ali Jafar
On the Generic Capacity of K-User Symmetric Linear Computation Broadcast. IEEE Trans. Inf. Theory 70 (5) (2024)
Shanshan Han, Qifan Zhang, Yuhang Yao, Weizhao Jin, Zhaozhuo Xu, Chaoyang He
LLM Multi-Agent Systems: Challenges and Open Problems. CoRR (2024)
Shanshan Han, Yuhang Yao, Zijian Hu, Dimitris Stripelis, Zhaozhuo Xu, Chaoyang He
TorchOpera: A Compound AI System for LLM Safety. CoRR (2024)
Yuhang Yao, Syed A. Jafar
The Inverted 3-Sum Box: General Formulation and Quantum Information Theoretic Optimality. CoRR (2024)
Yuxiang Lu, Yuhang Yao, Syed Ali Jafar
On the Capacity of Secure K-User Product Computation Over a Quantum MAC. IEEE Commun. Lett. 27 (10) (2023)
Yuhang Yao, Syed Ali Jafar
Communication Efficiency of Summation over a Quantum Erasure MAC with Replicated Inputs. CoRR (2023)
Yuhang Yao, Syed Ali Jafar
The Capacity of Classical Summation over a Quantum MAC with Arbitrarily Distributed Inputs and Entanglements. CoRR (2023)
Yuhang Yao, Syed Ali Jafar
The Capacity of Classical Summation over a Quantum MAC with Arbitrarily Replicated Inputs. GLOBECOM (2023)
Yuhang Yao, Weizhao Jin, Srivatsan Ravi, Carlee Joe-Wong
FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks. NeurIPS (2023)
Weizhao Jin, Yuhang Yao, Shanshan Han, Carlee Joe-Wong, Srivatsan Ravi, Salman Avestimehr, Chaoyang He
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System. CoRR (2023)
Matteo Allaix, Yuxiang Lu, Yuhang Yao, Tefjol Pllaha, Camilla Hollanti, Syed Ali Jafar
N-Sum Box: An Abstraction for Linear Computation over Many-to-one Quantum Networks. GLOBECOM (2023)
Yuhang Yao, Syed Ali Jafar
The Capacity of 4-Star-Graph PIR. ISIT (2023)
Yuhang Yao, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen, Carlee Joe-Wong, Tianqiang Liu
FedRule: Federated Rule Recommendation System with Graph Neural Networks. IoTDI (2023)
Matteo Allaix, Yuxiang Lu, Yuhang Yao, Tefjol Pllaha, Camilla Hollanti, Syed Ali Jafar
N-Sum Box: An Abstraction for Linear Computation over Many-to-one Quantum Networks. CoRR (2023)
Yuxiang Lu, Yuhang Yao, Syed Ali Jafar
On the Capacity of Secure K-user Product Computation over a Quantum MAC. CoRR (2023)
Yuhang Yao, Syed Ali Jafar
The Generic Capacity of K User Symmetric Linear Computation Broadcast. ICC (2023)
Shanshan Han, Wenxuan Wu, Baturalp Buyukates, Weizhao Jin, Yuhang Yao, Qifan Zhang, Salman Avestimehr, Chaoyang He
Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning. CoRR (2023)
Mohammad Mahdi Kamani, Yuhang Yao, Hanjia Lyu, Zhongwei Cheng, Lin Chen, Liangju Li, Carlee Joe-Wong, Jiebo Luo
Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking. NeurIPS (2023)
Yuhang Yao, Syed Ali Jafar
Capacity of 3-user Linear Computation Broadcast over Fq with 1D Demand and Side-Information. ISIT (2022)
Zifan Wang, Yuhang Yao, Chaoran Zhang, Han Zhang, Youjie Kang, Carlee Joe-Wong, Matt Fredrikson, Anupam Datta
Faithful Explanations for Deep Graph Models. CoRR (2022)
Yuhang Yao, Syed Ali Jafar
On the Generic Capacity of K-User Symmetric Linear Computation Broadcast. CoRR (2022)
Yuhang Yao, Syed Ali Jafar
The Capacity of 3 User Linear Computation Broadcast. CoRR (2022)
Shouxu Lin, Yuhang Yao, Pei Zhang, Hae Young Noh, Carlee Joe-Wong
A neural-based bandit approach to mobile crowdsourcing. HotMobile (2022)
Yuhang Yao, Carlee Joe-Wong
FedGCN: Convergence and Communication Tradeoffs in Federated Training of Graph Convolutional Networks. CoRR (2022)
Yuhang Yao, Syed Ali Jafar
Capacity of 2-User Linear Computation Broadcast With Partially Informed Server. IEEE Commun. Lett. 26 (9) (2022)
Yuhang Yao, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen, Carlee Joe-Wong, Tianqiang Liu
FedRule: Federated Rule Recommendation System with Graph Neural Networks. CoRR (2022)
Yuhang Yao, Carlee Joe-Wong
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks. AAAI (2021)
Yucai Fan, Yuhang Yao, Carlee Joe-Wong
GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs. ICDM (2021)
Yucai Fan, Yuhang Yao, Carlee Joe-Wong
GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs. CoRR (2021)
Yuhang Yao, Carlee Joe-Wong
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks. CoRR (2020)
Yuhang Yao, Jinbei Zhang
Interplay of Cache Sizes and File Popularity in Coded Caching. GLOBECOM (2019)
Jiaqi Liu, Luoyi Fu, Yuhang Yao, Xinzhe Fu, Xinbing Wang, Guihai Chen
Modeling, Analysis and Validation of Evolving Networks With Hybrid Interactions. IEEE/ACM Trans. Netw. 27 (1) (2019)
Yuhang Yao, Xiao Zeng, Tianyue Cao, Luoyi Fu, Xinbing Wang
APRP: An Anonymous Propagation Method in Bitcoin Network. AAAI (2019)
Jiapeng Zhang, Luoyi Fu, Shuhao Li, Yuhang Yao, Xinbing Wang
Core Percolation in Interdependent Networks. IEEE Trans. Netw. Sci. Eng. 6 (4) (2019)
Xudong Wu, Luoyi Fu, Yuhang Yao, Xinzhe Fu, Xinbing Wang, Guihai Chen
GLP: A Novel Framework for Group-Level Location Promotion in Geo-Social Networks. IEEE/ACM Trans. Netw. 26 (6) (2018)
Jiayu Pan, Yuhang Yao, Luoyi Fu, Xinbing Wang
Core Percolation in Coupled Networks. MobiHoc (2017)
Jiaqi Liu, Yuhang Yao, Xinzhe Fu, Luoyi Fu, Xiao-Yang Liu, Xinbing Wang
Evolving K-Graph: Modeling Hybrid Interactions in Networks. MobiHoc (2017)