Keli Huang

dblp:204/9818 · DBLP profile ↗
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3ranked-venue papers
2as first author
2since 2021 · last 2026
0009-0003-9104-0621ORCID · reported

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

Artificial intelligence and machine learning · 1Software engineering, systems software and programming languages · 1 · 1 first-author · 1 since 2021Theory of computation · 1 · 1 first-author · 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
1 paper
Quantum computing and quantum information · 100%
Network and information security
1 paper
Security and privacy of machine learning · 100%
Artificial intelligence
1 paper
Efficient and distributed learning · 100%

Topics — the 5 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Quantum computing and quantum information
quantum circuit compilation
0.812024
Compiling Conditional Quantum Gates without Using Helper Qubits · Proc. ACM Program. Lang. 2024
Quantum computing and quantum information
quantum circuit optimization
0.812024
Compiling Conditional Quantum Gates without Using Helper Qubits · Proc. ACM Program. Lang. 2024
Machine learning › Efficient and distributed learning
federated learning
0.412020
DBA: Distributed Backdoor Attacks against Federated Learning · ICLR 2020
Security and privacy of machine learning › adversarial attack
backdoor attack
0.412020
DBA: Distributed Backdoor Attacks against Federated Learning · ICLR 2020
Security and privacy of machine learning › adversarial attack › backdoor attack
distributed backdoor attack
0.112020
DBA: Distributed Backdoor Attacks against Federated Learning · ICLR 2020

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

distributed backdoor attack · 0.9circuit synthesis · 0.8
YearPublicationVenuePosition
2026 Toffoli Requires Six Quantum Neighbor Gates
abstract
Toffoli gates are key building blocks in quantum programs, and on most current quantum computers, they must be implemented with smaller gates. Such an implementation requires five 2-qubit gates if we assume that each gate can operate on any two qubits. However, many current quantum computers have only 2-qubit gates that operate on neighboring qubits; we call them neighbor gates. How many neighbor gates are required to implement a Toffoli gate? In this article, we show that six neighbor gates are necessary and sufficient, and we generalize to a characterization of all 3-qubit diagonal gates.
Keli Huang, Jens Palsberg
ACM Trans. Quantum Comput.1
2024 Compiling Conditional Quantum Gates without Using Helper Qubits
abstract
We present a compilation scheme for conditional quantumgates. Our scheme compiles amulti-qubit conditional to a linear number of two-qubit conditionals. This can be done straightforwardly with helper qubits, but we show how to do it without using helper qubits and with much fewer gates than in previous work. Specifically, our scheme requires 1/3 as many gates as the previous best scheme without using helper qubits, which is essential for practical use. Our experiments show that several quantum-circuit optimizers have little impact on the compiled code from the previous best scheme, confirming the need for our new scheme. Our experiments with Grover’s algorithm and quantum walk also show that our scheme has a major impact on the reliability of the compiled code.
Keli Huang, Jens Palsberg
Proc. ACM Program. Lang.1
2020 DBA: Distributed Backdoor Attacks against Federated Learning
Chulin Xie, Keli Huang, Bo Li 0026
ICLR2