1 citations · 2 across the 10 of their papers we have counts for
10 papers
Quantum-Classical Coexistence Network Tomography
Xuchuang Wang, Joseph C. Chapman, Aneesh Ramaswamy +5
Quantum-classical coexistence networks (QCNs) share optical fiber between quantum and classical signals via wavelength-division multiplexing, offering a practical path to quantum c…
Performance of Gaussian Boson Sampling on Planted Bipartite Clique Detection
Yu-Zhen Janice Chen, Laurent Massoulié, Don Towsley
We investigate whether Gaussian Boson Sampling (GBS) can provide a computational advantage for solving the planted biclique problem, which is a graph problem widely believed to be…
Quantum Network Tomography for General Topology with SPAM Errors
Xuchuang Wang, Matheus Guedes De Andrade, Guus Avis +3
The goal of quantum network tomography (QNT) is the characterization of internal quantum channels in a quantum network from external peripheral operations. Prior research has prima…
Optimal Online Probe Allocation for Classical and Quantum Network Tomography
Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade +4
How to efficiently perform network tomography is a fundamental problem in network management and monitoring. A network tomography task usually consists of applying multiple probing…
A Quantum Speedup in Localizing Transmission Loss Change in Optical Networks
Yufei Zheng, Yu-Zhen Janice Chen, Prithwish Basu +1
The ability to localize transmission loss change to a subset of links in optical networks is crucial for maintaining network reliability, performance and security. \emph{Quantum pr…
On Collaboration in Distributed Parameter Estimation with Resource Constraints
Yu-Zhen Janice Chen, Daniel S. Menasché, Don Towsley
Effective resource allocation in sensor networks, IoT systems, and distributed computing is essential for applications such as environmental monitoring, surveillance, and smart inf…
On-Demand Communication for Asynchronous Multi-Agent Bandits
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang +4
This paper studies a cooperative multi-agent multi-armed stochastic bandit problem where agents operate asynchronously -- agent pull times and rates are unknown, irregular, and het…
To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints?
Yu-Zhen Janice Chen, Daniel S. Menasche, Don Towsley
We study how the amount of correlation between observations collected by distinct sensors/learners affects data collection and collaboration strategies by analyzing Fisher informat…
Distributed Bandits with Heterogeneous Agents
Lin Yang, Yu-zhen Janice Chen, Mohammad Hajiesmaili +2
This paper tackles a multi-agent bandit setting where agents cooperate together to solve the same instance of a -armed stochastic bandit problem. The agents are \textit{hete…
Graphlet Count Estimation via Convolutional Neural Networks
Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui +1
Graphlets are defined as k-node connected induced subgraph patterns. For an undirected graph, 3-node graphlets include close triangle and open triangle. When k = 4, there are six t…