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MasuGate: stateful governance for concurrent AI agents.

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QHDOPT: nonlinear optimization with quantum and GPU backends.

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RISC-Q: an open-source generator for RISC-V-compatible quantum control systems.

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Xiaodi WuUniversity of Maryland
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News & updates

From the group

Research announcements, project updates, and milestones.

  • Jun 7–11, 2027Forthcoming conference
    Our paper A Control Protocol for Wide-Area Quantum Links has been accepted for SIGMETRICS 2027 and will appear in POMACS. The conference will take place June 7–11, 2027. Paper details.
  • Sep 25, 2026
    I am co-organizing Quantum Technologies for Precision Oncology, November 5–6, 2026, in Washington, DC. We will give a live demonstration of applying QIHD to cancer treatment planning.
  • Sep 17, 2026
    Our paper A Scalable Open-Source QEC System with Sub-Microsecond Decoding-Feedback Latency was accepted for presentation at IEEE Quantum Week (QCE 2026). It presents an integrated platform for real-time qubit control, communication, and decoding. Conference program.
  • Aug 25, 2026
    MasuGate is public: stateful governance for concurrent AI agents, with an interactive demo, open-source implementation, and research paper.
  • Jul 28, 2026
    Our RISC-Q paper was accepted for presentation at DAC 2026. RISC-Q is an open-source generator for real-time quantum control systems compatible with the RISC-V ecosystem.
  • Jul 27, 2026
    Our QHD-based application for accelerating cancer treatment planning in radiation oncology has advanced to the final stage of the NIH Quantum Computing Challenge. Read about QHD and QIHD in treatment planning.
  • Jun 10, 2026
    Our paper Crosstalk-Robust Dynamical Decoupling for Bipartite Topology Quantum Processors has been published in Physical Review Applied 25, 064041 (2026). It introduces a pulse-timing approach to improve protection against crosstalk on quantum processors.
  • May 19, 2026
    BCG highlights quantum-inspired Hamiltonian descent for financial portfolio optimization, reporting faster convergence and improved risk–return trade-offs over Monte Carlo sampling on classical hardware.
  • May 4–7, 2026
    I co-organized Beyond Gate-Based Quantum Computing: Defining Quantum Advantage in the Pre-Fault Tolerant Era at KITP, UC Santa Barbara, May 4–7, 2026. The workshop explored quantum advantage through hybrid analog–digital approaches, error mitigation, and pulse-level control. Recordings and slides.
  • Mar 17, 2026
    QLab featured our work on end-to-end quantum estimation of the pseudospectra of non-Hermitian systems. The framework combines singular-value estimation with dissipative state preparation and demonstrates the full pipeline on IonQ Forte. Read the paper.
  • Nov 8, 2025
    Our Hamiltonian embedding techniques for simulating high-dimensional dynamics were highlighted by AWS and QuEra. The work maps complex quantum dynamics to hardware-efficient operations, with demonstrations on IonQ and QuEra processors through Amazon Braket.
  • Dec 2024
    Our papers On the Computational Complexity of Schrödinger Operators and A quantum central path algorithm for linear optimization will be presented as contributed talks at QIP 2025.
  • Sep 2024
    I am co-organizing the Advancing Quantum Computation Beyond Gate-Model (BGM 2024) workshop on October 7–9, 2024, at the University of Maryland, College Park. Please register for the workshop if you are interested in attending.
  • Sep 2024
    Our paper Differentiable Quantum Computing for Large-scale Linear Control will appear at NeurIPS 2024.
  • Sep 2024
    Our paper QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian Descent will appear in the INFORMS Journal on Computing.
  • Jul 2024
    Our paper Efficient Routing on Quantum Networks using Adaptive Clustering will appear at the 32nd IEEE International Conference on Network Protocols (ICNP 2024).
  • Jul 2024
    Our paper Microwave signal processing using an analog quantum reservoir computer will appear in Nature Communications.
  • Apr 2024
    Our paper Qafny: A Quantum-Program Verifier will appear at the 38th European Conference on Object-Oriented Programming (ECOOP 2024).
  • Sep 2023
    Our papers SimuQ: A Framework for Programming Quantum Hamiltonian Simulation with Analog Compilation and A Case for Synthesis of Recursive Quantum Unitary Programs will appear at the 51st ACM SIGPLAN Symposium on Principles of Programming Languages (POPL 2024).
  • May 2023
    Our paper A Formally Certified End-to-End Implementation of Shor's Factorization Algorithm appears in the Proceedings of the National Academy of Sciences (PNAS).
  • May 2023
    Our paper Fixing and Mechanizing the Security Proof of Fiat-Shamir with Aborts and Dilithium, to appear at CRYPTO 2023, describes how formal verification uncovered a serious bug in the security proof for Dilithium and helped us fix it. Dilithium is one of the post-quantum digital signature schemes selected by NIST.
  • Apr 2023
    Our paper Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels will appear at ICML 2023.
  • Feb 2023
    I am honored to receive a Sloan Research Fellowship.
  • Feb 2023
    We introduce SimuQ, our domain-specific programming language for quantum simulation. SimuQ supports analog compilation through a new abstraction, the abstract analog instruction set (AAIS), which models the programmability of heterogeneous analog quantum devices.
  • Feb 2023
    Our paper Distributed Quantum Sensing Network with Geographically Constrained Measurement Strategies will appear at the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023).
  • Jan 2023
    My group will give four talks at the APS March Meeting 2023, in sessions A64, A72, G70, and Y70.
  • Dec 2022
    Explore our Quantum Hamiltonian Descent project and my talk at the Fields Institute.
  • Nov 2022
    Our paper A Convergence Theory for Over-parameterized Variational Quantum Eigensolvers will appear at QIP 2023.
  • Sep 2022
    Our paper Differentiable Analog Quantum Computing for Optimization and Control will appear at NeurIPS 2022 as a featured paper.
  • Jun 2022
    Our paper Verified Compilation of Quantum Oracles will appear at OOPSLA 2022.
  • Feb 2022
    Our paper Algebraic Reasoning of Quantum Programs via Non-Idempotent Kleene Algebra will appear at the 43rd ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2022).
  • Feb 2022
    Our paper Constant-round Blind Classical Verification of Quantum Sampling will appear at EUROCRYPT 2022.
  • Oct 2021
    I gave an invited talk in a special session on quantum machine learning at the 40th International Conference on Computer-Aided Design (ICCAD 2021). View the slides or watch the recording.
  • Jul 2021
    Our paper EasyPQC: Verifying Post-Quantum Cryptography will appear at the ACM Conference on Computer and Communications Security (CCS 2021).
  • May 2021
    Congratulations to Shouvanik Chakrabarti on receiving the J.P. Morgan Chase FLARE Fellowship.
  • May 2021
    Our paper Exponentially Many Local Minima in Quantum Neural Networks will appear at the 38th International Conference on Machine Learning (ICML 2021).
  • Feb 2021
    Congratulations to Jiaqi Leng on his first QIP talk, Quantum Algorithms for Escaping from Saddle Points.
  • Jan 2021
    Congratulations to Yuxiang Peng on winning second place in the Student Research Competition at POPL 2021.
  • Jan 2021
    Our paper A Verified Optimizer for Quantum Circuits received a distinguished paper award at POPL 2021.
  • Jan 2021
    I delivered a tutorial on the intersection of quantum computing and programming languages at POPL 2021. View the slides or watch the recording.
  • Dec 2020
    Our paper Sublinear Classical and Quantum Algorithms for General Matrix Games will appear at the 35th AAAI Conference on Artificial Intelligence (AAAI 2021).
  • Nov 2020
    I am honored to receive support from the AFOSR Young Investigator Research Program (YIP) to develop formal methods for automated security analysis of cryptographic systems under quantum attacks.
  • Oct 2020
    Our paper A Verified Optimizer for Quantum Circuits will appear at the 48th ACM SIGPLAN Symposium on Principles of Programming Languages (POPL 2021).
  • Oct 2020
    Our paper Simulating large quantum circuits on a small quantum computer appears in Physical Review Letters.
  • Feb 2020
    Our paper On the Principles of Differentiable Quantum Programming Languages will appear at the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2020).
  • Feb 2020
    I am honored to receive an NSF CAREER award (CCF-1942837) to investigate the foundations of end-to-end quantum applications.
  • Nov 2019
    Our paper Quantum algorithm for estimating volumes of convex bodies will be presented as a single-track talk at QIP 2020.
  • Sep 2019
    Our paper Quantum Wasserstein Generative Adversarial Networks will appear at the 33rd Annual Conference on Neural Information Processing Systems (NeurIPS 2019).
  • Jun 2019
    An extended abstract of our paper Verified Optimization in a Quantum Intermediate Representation will appear at Quantum Physics and Logic (QPL 2019).
  • Apr 2019
    Our paper Sublinear quantum algorithms for training linear and kernel-based classifiers will appear at the 36th International Conference on Machine Learning (ICML 2019).
  • Apr 2019
    Our paper Quantum SDP Solvers: Large Speed-ups, Optimality, and Applications to Quantum Learning will appear at ICALP 2019.
  • Nov 2018
    Our papers Quantum SDP Solvers: Large Speed-ups, Optimality, and Applications to Quantum Learning and Quantum algorithms and lower bounds for convex optimization will appear at QIP 2019.
  • Oct 2018
    Our paper Quantitative Robustness Analysis of Quantum Programs will appear at the 46th ACM SIGPLAN Symposium on Principles of Programming Languages (POPL 2019).
  • Jan 2017
    Our papers General randomness amplification with non-signaling security and Limitations of semidefinite programs for separable states and entangled games appeared at QIP 2017.
  • Jan 2017
    Our paper Invariants of Quantum Programs: Characterisations and Generation appeared at the 44th ACM SIGPLAN Symposium on Principles of Programming Languages (POPL 2017).
Xiaodi Wu

Quantum computing · Algorithms · Programming languages & systems

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University of Maryland, College Park