JL
Jianfeng Lu
cs.NAmath.NAcs.LGmath.APmath.MPmath-phphysics.comp-phstat.MLquant-phphysics.chem-ph
On Valency
published · living versionsW_ep66tu2d·v1 · currentpublished
W_4bumv55x·v1published
W_9tkcmnnt·v1published
W_gc22mw4w·v1published
Preprints & journals
240 papers in the corpus · 2008–2025Mean square error analysis of stochastic gradient and variance-reduced sampling algorithms2511.04413v2 · Jianfeng Lu, Xuda Ye, Zhennan Zhou2025 · 0 citationsarXiv
Quantitative Hypocoercivity and Lifting of Classical and Quantum Dynamics2510.22305v2 · Jianfeng Lu2025 · 0 citationsarXiv
State-Specific Orbital Optimization for Enhanced Excited-States Calculation on Quantum Computers2510.13544v1 · Guorui Zhu, Joel Bierman, Jianfeng Lu et al.2025 · 0 citationsarXiv
IEWNet: Multi-Scale Robust Watermarking Network Against Infrared Image Enhancement Attacks.40423028 · Bai, Yu, Li, Li, Zhang, Shanqing et al.2025 · 3 citationsJournal of imaging. 2025;11(5)
Speeding up quantum Markov processes through lifting2505.12187v1 · Bowen Li, Jianfeng Lu2025 · 0 citationsarXiv
MXene-Regulated Indium-Based Metal-Organic Framework Material for Electrochemical Reduction of CO2 into Pure Formic Acid Aqueous Solution.40219954 · Zhu, Zi-Hao, Wu, Xin-Yu, Lu, Jian-Feng et al.2025 · 14 citationsInorganic chemistry. 2025;64(16):8261-8269
Mixing Time of Open Quantum Systems via Hypocoercivity.40279618 · Fang, Di, Lu, Jianfeng, Tong, Yu2025 · 8 citationsPhysical review letters. 2025;134(14):140405
Solution Theory of Hamilton-Jacobi-Bellman Equations in Spectral Barron Spaces2503.18656v2 · Ye Feng, Jianfeng Lu2025 · 3 citationsarXiv
Bi-Lipschitz Ansatz for Anti-Symmetric Functions2503.04263v2 · Nadav Dym, Jianfeng Lu, Matan Mizrachi2025 · 0 citationsarXiv
Quantum Circuit for Non-Unitary Linear Transformation of Basis Sets2502.08962v1 · Guorui Zhu, Joel Bierman, Jianfeng Lu et al.2025 · 1 citationarXiv
Multi-Label Test-Time Adaptation with Bound Entropy Minimization2502.03777v1 · Xiangyu Wu, Feng Yu, Qing-Guo Chen et al.2025 · 0 citationsarXiv
Convergence of two-timescale gradient descent ascent dynamics: finite-dimensional and mean-field perspectives2501.17122v3 · Jing An, Jianfeng Lu2025 · 0 citationsarXiv
In Situ Synthesis of Copper-Based Metal-Organic Frameworks with Ligand Defects for Electrochemical Reduction of CO2 into C2 Products.39373102 · Wu, Xin-Yu, Li, Zhi-Yuan, Zhang, Man-Lian et al.2024 · 15 citationsInorganic chemistry. 2024;63(42):19897-19905
What does guidance do? A fine-grained analysis in a simple setting2409.13074v1 · Muthu Chidambaram, Khashayar Gatmiry, Sitan Chen et al.2024 · 1 citationarXiv
Error Bounds for Open Quantum Systems with Harmonic Bosonic Bath2408.04009v3 · Kaizhao Liu, Jianfeng Lu2024 · 1 citationQuantum 9, 1896 (2025)
A Randomized Method for Simulating Lindblad Equations and Thermal State Preparation2407.06594v5 · Hongrui Chen, Bowen Li, Jianfeng Lu et al.2024 · 10 citationsQuantum 9, 1917 (2025)
The Solution for Temporal Sound Localisation Task of ICCV 1st Perception Test Challenge 20232407.02318v1 · Yurui Huang, Yang Yang, Shou Chen et al.2024 · 0 citationsarXiv
More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling2406.12241v1 · Haque Ishfaq, Yixin Tan, Yu Yang et al.2024 · 1 citationarXiv
Quantum space-time Poincaré inequality for Lindblad dynamics2406.09115v3 · Bowen Li, Jianfeng Lu2024 · 0 citationsarXiv
Qubit Count Reduction by Orthogonally Constrained Orbital Optimization for Variational Quantum Excited-State Solvers.38598683 · Bierman, Joel, Li, Yingzhou, Lu, Jianfeng2024 · 5 citationsJournal of chemical theory and computation. 2024;20(8):3131-3143
Why does the two-timescale Q-learning converge to different mean field solutions? A unified convergence analysis2404.04357v3 · Jing An, Jianfeng Lu, Yue Wu et al.2024 · 0 citationsarXiv
Fully discretized Sobolev gradient flow for the Gross-Pitaevskii eigenvalue problem2403.06028v2 · Ziang Chen, Jianfeng Lu, Yulong Lu et al.2024 · 10 citationsarXiv
Solving Time-Continuous Stochastic Optimal Control Problems: Algorithm Design and Convergence Analysis of Actor-Critic Flow2402.17208v2 · Mo Zhou, Jianfeng Lu2024 · 4 citationsarXiv
Learning Memory Kernels in Generalized Langevin Equations2402.11705v3 · Quanjun Lang, Jianfeng Lu2024 · 1 citationarXiv
DYNATE: Localizing rare-variant association regions via multiple testing embedded in an aggregation tree.38014869 · Li, Xuechan, Pura, John, Allen, Andrew et al.2024 · 1 citationGenetic epidemiology. 2024;48(1):42-55
Exact and Efficient Representation of Totally Anti-Symmetric Functions2311.05064v3 · Ziang Chen, Jianfeng Lu2023 · 0 citationsarXiv
Asymptotic analysis for Bloch electrons with Weyl nodes2311.02334v1 · Jianfeng Lu, Changhe Yang, Zhennan Zhou2023 · 0 citationsarXiv
Convergence of flow-based generative models via proximal gradient descent in Wasserstein space2310.17582v3 · Xiuyuan Cheng, Jianfeng Lu, Yixin Tan et al.2023 · 13 citationsarXiv
Coordinate Descent Full Configuration Interaction for Excited States.37870778 · Wang, Zhe, Zhang, Zhiyuan, Lu, Jianfeng et al.2023 · 6 citationsJournal of chemical theory and computation. 2023;19(21):7731-7739
Qubit Count Reduction by Orthogonally-Constrained Orbital Optimization for Variational Quantum Excited States Solvers2310.09418v4 · Joel Bierman, Yingzhou Li, Jianfeng Lu2023 · 0 citationsarXiv
Diffusion Methods for Generating Transition Paths2309.10276v1 · Luke Triplett, Jianfeng Lu2023 · 2 citationsarXiv
Thermodynamic Limits of Electronic Systems2309.05118v1 · David Gontier, Jianfeng Lu, Christoph Ortner2023 · 0 citationsarXiv
Riemannian Langevin Monte Carlo schemes for sampling PSD matrices with fixed rank2309.04072v1 · Tianmin Yu, Shixin Zheng, Jianfeng Lu et al.2023 · 0 citationsarXiv
Deep Network Approximation: Beyond ReLU to Diverse Activation Functions2307.06555v6 · Shijun Zhang, Jianfeng Lu, Hongkai Zhao2023 · 18 citationsJournal of Machine Learning Research, 25(35):1--39, 2024
Quantum variational embedding for ground-state energy problems: sum of squares and cluster selection2305.18571v1 · Bowen Li, Jianfeng Lu2023 · 1 citationarXiv
Accelerate Langevin Sampling with Birth-Death Process and Exploration Component2305.05529v2 · Lezhi Tan, Jianfeng Lu2023 · 1 citationarXiv
Score-based Transport Modeling for Mean-Field Fokker-Planck Equations2305.03729v1 · Jianfeng Lu, Yue Wu, Yang Xiang2023 · 5 citationsarXiv
Convergence of stochastic gradient descent under a local Lojasiewicz condition for deep neural networks2304.09221v2 · Jing An, Jianfeng Lu2023 · 2 citationsarXiv
Meta-Auxiliary Learning for Adaptive Human Pose Prediction2304.06411v1 · Qiongjie Cui, Huaijiang Sun, Jianfeng Lu et al.2023 · 6 citationsarXiv
Global Optimality of Elman-type RNN in the Mean-Field Regime2303.06726v1 · Andrea Agazzi, Jianfeng Lu, Sayan Mukherjee2023 · 0 citationsarXiv
A Policy Gradient Framework for Stochastic Optimal Control Problems with Global Convergence Guarantee2302.05816v3 · Mo Zhou, Jianfeng Lu2023 · 2 citationsarXiv
On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network2301.12353v2 · Shijun Zhang, Jianfeng Lu, Hongkai Zhao2023 · 0 citationsProceedings of the 40th International Conference on Machine Learning, PMLR 202:41452-41487, 2023
Improving the Accuracy of Variational Quantum Eigensolvers with Fewer Qubits Using Orbital Optimization.36696487 · Bierman, Joel, Li, Yingzhou, Lu, Jianfeng2023 · 24 citationsJournal of chemical theory and computation. 2023;19(3):790-798
On the convergence of Sobolev gradient flow for the Gross-Pitaevskii eigenvalue problem2301.09818v3 · Ziang Chen, Jianfeng Lu, Yulong Lu et al.2023 · 20 citationsarXiv
Representation Theorem for Multivariable Totally Symmetric Functions2211.15958v4 · Chongyao Chen, Ziang Chen, Jianfeng Lu2022 · 1 citationarXiv
Regularized Stein Variational Gradient Flow2211.07861v2 · Ye He, Krishnakumar Balasubramanian, Bharath K. Sriperumbudur et al.2022 · 3 citationsarXiv
Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions2211.01916v2 · Hongrui Chen, Holden Lee, Jianfeng Lu2022 · 10 citationsarXiv
Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective2210.12101v2 · Tanya Marwah, Zachary C. Lipton, Jianfeng Lu et al.2022 · 2 citationsarXiv
On Representing Mixed-Integer Linear Programs by Graph Neural Networks2210.10759v2 · Ziang Chen, Jialin Liu, Xinshang Wang et al.2022 · 6 citationsarXiv
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction2210.05976v2 · Dong Wei, Huaijiang Sun, Bin Li et al.2022 · 57 citationsarXiv
Career total: 451 works. 240 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.