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Joonwoo Bae

dblp:175/5203 · DBLP profile ↗
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8ranked-venue papers
0as first author
6since 2021 · last 2026
0000-0002-2345-1619ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 5 · 3 since 2021Artificial intelligence and machine learning · 1 · 1 since 2021Systems, architecture and hardware · 1 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
4 papers
Quantum computing and quantum information · 95% Information theory · 5%
Network and information security
2 papers
Privacy and data protection · 88% Cryptographic protocols and secure computation · 12%
Computer architecture, parallel and distributed computing, and storage systems
1 paper
Emerging computing paradigms · 100%

Topics — the 16 heaviest of 16, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Quantum computing and quantum information
quantum communication
1.922026
Carrier-Assisted Entanglement Purification · IEEE J. Sel. Areas Commun. 2026
Secure Quantum Communication With the Preservation of Optimal Measurements · IEEE J. Sel. Areas Commun. 2025
Privacy and data protection
differential privacy
1.012026
Quantum Advantage in Locally Differentially Private Hypothesis Testing · IEEE J. Sel. Areas Commun. 2026
Privacy and data protection › differential privacy
local differential privacy
1.012026
Quantum Advantage in Locally Differentially Private Hypothesis Testing · IEEE J. Sel. Areas Commun. 2026
Quantum computing and quantum information › quantum entanglement
entanglement distillation
1.012026
Carrier-Assisted Entanglement Purification · IEEE J. Sel. Areas Commun. 2026
Quantum computing and quantum information › quantum computing
quantum advantage
1.012026
Quantum Advantage in Locally Differentially Private Hypothesis Testing · IEEE J. Sel. Areas Commun. 2026
Quantum computing and quantum information
quantum network
1.012026
Carrier-Assisted Entanglement Purification · IEEE J. Sel. Areas Commun. 2026
Emerging computing paradigms › quantum computing
measurement error mitigation
0.512021
A Hybrid Quantum-Classical Approach to Mitigating Measurement Errors in Quantum Algorithms · IEEE Trans. Computers 2021
Emerging computing paradigms
quantum computing
0.512021
A Hybrid Quantum-Classical Approach to Mitigating Measurement Errors in Quantum Algorithms · IEEE Trans. Computers 2021
Emerging computing paradigms › quantum computing
quantum error mitigation
0.512021
A Hybrid Quantum-Classical Approach to Mitigating Measurement Errors in Quantum Algorithms · IEEE Trans. Computers 2021
Quantum computing and quantum information › quantum error correction
quantum code
0.412020
Channel Coding of a Quantum Measurement · IEEE J. Sel. Areas Commun. 2020
Quantum computing and quantum information
quantum measurement
0.412020
Channel Coding of a Quantum Measurement · IEEE J. Sel. Areas Commun. 2020
Information theory
hypothesis testing
0.312026
Quantum Advantage in Locally Differentially Private Hypothesis Testing · IEEE J. Sel. Areas Commun. 2026
Quantum computing and quantum information › quantum computer architecture
quantum memory
0.312026
Carrier-Assisted Entanglement Purification · IEEE J. Sel. Areas Commun. 2026
Cryptographic protocols and secure computation › key management › key distribution
quantum key distribution
0.312025
Secure Quantum Communication With the Preservation of Optimal Measurements · IEEE J. Sel. Areas Commun. 2025
Emerging computing paradigms › quantum computing
NISQ
0.112021
A Hybrid Quantum-Classical Approach to Mitigating Measurement Errors in Quantum Algorithms · IEEE Trans. Computers 2021
Quantum computing and quantum information
quantum error correction
0.112020
Channel Coding of a Quantum Measurement · IEEE J. Sel. Areas Commun. 2020

Methods — techniques the papers use, named apart from their topics

quantum hypothesis testing · 2.0photonic qubit encoding · 1.7local unitary transformation · 1.7pauli channel analysis · 1.0quantum detector tomography · 0.5classical postprocessing · 0.5local operations and classical communication · 0.4channel coding protocol · 0.4
YearPublicationVenuePosition
2026 FedSplitX: Federated split learning for computationally-constrained heterogeneous clients
Jiyun Shin, Joonwoo Bae, Honggu Kang, Seongah Jeong
Neurocomputing2
2026 Carrier-Assisted Entanglement Purification
abstract
Entanglement distillation, a fundamental building block of quantum networks, enables the purification of noisy entangled states shared among distant nodes by local operations and classical communication. Its practical realization presents several technical challenges, including the storage of quantum states in quantum memory and the execution of coherent quantum operations on multiple copies of states within the quantum memory. In this work, we present an entanglement purification protocol via quantum communication, namely a carrier-assisted entanglement purification protocol, which utilizes two elements only: i) quantum memory for a single-copy entangled state shared by parties and ii) single qubits travelling between parties. We show that the protocol, when single-qubit transmission is noiseless, can purify a noisy entangled state shared by parties. When single-qubit transmission is noisy, the purification relies on types of noisy qubit channels; we characterize Pauli channels such that the protocol works for the purification. We address this limitation by using multiple carrier qubits, and show that for any non-entanglement-breaking Pauli channel, the protocol's fixed-point fidelity approaches unity as the number of carriers increases. Our results significantly reduce the experimental overhead required for distilling entanglement: the practical advantage is demonstrated through parameters directly related to the capability of entanglement purification, such as noise in quantum memory, local measurements, channel use, and entanglement fidelity. We envisage that the protocol would make long-distance pure entanglement closer to a practical realization.
Karthik Mohan, Sung Won Yun, Joonwoo Bae
IEEE J. Sel. Areas Commun.4
2026 Quantum Advantage in Locally Differentially Private Hypothesis Testing
Seung-Hyun Nam, Hyun-Young Park, Si-Hyeon Lee, Joonwoo Bae
IEEE J. Sel. Areas Commun.4
2025 Quantum Advantage in Private Multiple Hypothesis Testing
abstract
For multiple hypothesis testing based on classical data samples, we demonstrate a quantum advantage in the optimal privacy-utility trade-off (PUT), where the privacy and utility measures are set to (quantum) local differential privacy and the pairwise-minimum Chernoff information, respectively. To show the quantum advantage, we consider some class of hypotheses that we coin smoothed point masses. For such hypotheses, we derive an upper bound of the optimal PUT achieved by classical mechanisms, which is tight for some cases, and propose a certain quantum mechanism which achieves a better PUT than the upper bound. The proposed quantum mechanism consists of a classical-quantum channel whose outputs are pure states corresponding to a symmetric informationally complete positive operator-valued measure (SIC-POVM), and a depolarizing channel.
Seung-Hyun Nam, Hyun-Young Park, Joonwoo Bae, Si-Hyeon Lee
ISIT3
2025 Secure Quantum Communication With the Preservation of Optimal Measurements
abstract
One of the consequences in the distribution of quantum states over a long distance is that, since resulting quantum states are noisy due to the intervention of an environment, a measurement setting should be re-aligned to optimize detection events, for which additional experimental resources such as quantum tomography of a channel or resulting states is necessary. In this work, we present a protocol for protecting an optimal measurement setup without verifying a channel. A receiver does not have to revise the measurement prepared in a noiseless scenario since it would remain optimal for quantum states resulting from an unknown and noisy channel. The measurement protection protocol realizes a supermap describing transformations over quantum channels and is experimentally feasible as it only applies local unitary transformations before and after the transmission. We present experimental proof-of-principle demonstrations of the measurement protection protocol. We also apply the measurement protection to a prepare-and-measure protocol, the Bennett-Brassard 1984 (BB84) protocol, and find that preserving an optimal measurement can suppress quantum-bit error rates, allowing the protocol to tolerate an even higher noise during transmission. The BB84 protocol with the measurement protection is experimentally demonstrated with the polarization encoding on photonic qubits.
Heasin Ko, Spiros Kechrimparis, Young-Ho Ko, Kap-Joong Kim, Byung-Seok Choi, Chahan M. Kropf, Chun Ju Youn, Joonwoo Bae
IEEE J. Sel. Areas Commun.8
2021 A Hybrid Quantum-Classical Approach to Mitigating Measurement Errors in Quantum Algorithms
abstract
When noisy intermediate scalable quantum (NISQ) devices are applied in information processing, all of the stages through preparation, manipulation, and measurement of multipartite qubit states contain various types of noise that are generally hard to be verified in practice. In this article, we present a scheme to deal with unknown quantum noise and show that it can be used to mitigate errors in measurement readout with NISQ devices. Quantum detector tomography that identifies a type of noise in a measurement can be circumvented. The scheme applies single-qubit operations only, that are with relatively higher precision than measurement readout or two-qubit gates. A classical post-processing is then performed with measurement outcomes. The scheme is implemented in quantum algorithms with NISQ devices: the Bernstein-Vazirani algorithm and a quantum amplitude estimation algorithm in IBMQ_yorktown and IBMQ_essex. The enhancement in the statistics of the measurement outcomes is presented for both of the algorithms with NISQ devices.
Hyeokjea Kwon, Joonwoo Bae
IEEE Trans. Computers2
2020 Channel Coding of a Quantum Measurement
abstract
In this work, we consider the preservation of a measurement for quantum systems interacting with an environment. Namely, a method of preserving an optimal measurement over a channel is devised, what we call channel coding of a quantum measurement in that operations are applied before and after a channel in order to protect a measurement. A protocol that preserves a quantum measurement over an arbitrary channel is shown only with local operations and classical communication without the use of a larger Hilbert space. Therefore, the protocol is readily feasible with present day's technologies. Channel coding of qubit measurements is presented, and it is shown that a measurement can be preserved for an arbitrary channel for both i) pairs of qubit states and ii) ensembles of equally probable states. The protocol of preserving a quantum measurement is demonstrated with IBM quantum computers.
Spiros Kechrimparis, Chahan M. Kropf, Filip A. Wudarski, Joonwoo Bae
IEEE J. Sel. Areas Commun.4
2020 Erratum to "Channel Coding of a Quantum Measurement"
abstract
In the above-named work, the corresponding author should have been identified as Joonwoo Bae.
Spiros Kechrimparis, Chahan M. Kropf, Filip A. Wudarski, Joonwoo Bae
IEEE J. Sel. Areas Commun.4