activity
20182026
most citedRingFed: Reducing Communication Costs in Federated Learning on Non-IID Data

9 citations · 10 across the 6 of their papers we have counts for

collaborators

9 papers

quant-ph2026

Extensible universal photonic quantum computing with nonlinearity

Shang Yu, Jinzhao Sun, Kuan-Cheng Chen +17

Universal quantum computing requires an architecture that supports both linear circuits and, crucially, strong nonlinear resources. For quantum photonic systems, integrating such n…

cs.LG2025

Breaking Privacy in Federated Clustering: Perfect Input Reconstruction via Temporal Correlations

Guang Yang, Lixia Luo, Qiongxiu Li

Federated clustering allows multiple parties to discover patterns in distributed data without sharing raw samples. To reduce overhead, many protocols disclose intermediate centroid…

cs.CC2025

A Lifting Theorem for Hybrid Classical-Quantum Communication Complexity

Xudong Wu, Guangxu Yang, Penghui Yao

We investigates a model of hybrid classical-quantum communication complexity, in which two parties first exchange classical messages and subsequently communicate using quantum mess…

cs.CR2024

PHICOIN (PHI): The Proof of Work High-Performance Infrastructure

Guang Yang, Peter Trinh, Sannan Iqbal +1

PHICOIN (PHI) is a high-performance cryptocurrency based on the Proof-of-Work (PoW) mechanism. It aims to provide ordinary users with decentralized participation opportunities thro…

cs.LG2021★ 9 cited

RingFed: Reducing Communication Costs in Federated Learning on Non-IID Data

Guang Yang, Ke Mu, Chunhe Song +2

Federated learning is a widely used distributed deep learning framework that protects the privacy of each client by exchanging model parameters rather than raw data. However, feder…

cs.CC2019

Querying a Matrix through Matrix-Vector Products

Xiaoming Sun, David P. Woodruff, Guang Yang +1

We consider algorithms with access to an unknown matrix via matrix-vector products, namely, the algorithm chooses vectors $\mathbf{v}^1, \ldots, \math…

cs.CC2019★ 1 cited

Separating k-Player from t-Player One-Way Communication, with Applications to Data Streams

Elbert Du, Michael Mitzenmacher, David P. Woodruff +1

In a -party communication problem, the players with inputs , respectively, want to evaluate a function using as little comm…

cs.GT2018

Sharing Information with Competitors

Simina Brânzei, Claudio Orlandi, Guang Yang

We study the mechanism design problem in the setting where agents are rewarded using information only. This problem is motivated by the increasing interest in secure multiparty com…

quant-ph2018

Exact quantum query complexity of weight decision problems via Chebyshev polynomials

Xiaoyu He, Xiaoming Sun, Guang Yang +1

The weight decision problem, which requires to determine the Hamming weight of a given binary string, is a natural and important problem, with applications in cryptanalysis, coding…