Jianfeng Lu

1. MPNet: Masked and Permuted Pre-training for Language Understanding
   2020/04/20 by Kaitao Song, Xu Tan, Song, Kaitao +7 · 126 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
2. Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions
   2022/11/03 by Hongrui Chen, Chen, Hongrui, Holden Lee +3 · 24 citations
   Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Cellular Automata and Applications #Advanced Data Storage Technologies
3. Convergence of score-based generative modeling for general data distributions
   2022/09/26 by Holden Lee, Lee, Holden, Jianfeng Lu +3 · 21 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Machine Learning in Healthcare
4. The probability flow ODE is provably fast
   2023/05/19 by Sitan Chen, Sinho Chewi, Chen, Sitan +9 · 23 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistics Theory (math.ST)
5. Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool
   2010/08/21 by Ingrid Daubechies, Jianfeng Lu, Hau-Tieng Wu +1 · 9 citations
   Computer Science · Engineering · #Image and Signal Denoising Methods #Machine Fault Diagnosis Techniques #Structural Health Monitoring Techniques
6. MASS: Masked Sequence to Sequence Pre-training for Language Generation
   2019/05/07 by Kaitao Song, Song, Kaitao, Xu Tan +7 · 1 voice · 9 citations
   #cs.CL #cs.AI #cs.LG
7. Compression of the electron repulsion integral tensor in tensor hypercontraction format with cubic scaling cost
   2014/10/28 by Jianfeng Lu, Lexing Ying, Lu, Jianfeng +1 · 6 citations
   Computer Science · Mathematics · Physics and Astronomy · #Algorithms and Data Compression #Computational Physics (physics.comp-ph) #Electromagnetic Scattering and Analysis #FOS: Mathematics #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Numerical Analysis (math.NA) #Tensor decomposition and applications
8. On Representing Linear Programs by Graph Neural Networks
   2022/09/25 by Ziang Chen, Chen, Ziang, Jialin Liu +7 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Optimization and Control (math.OC)
9. Accelerating Langevin Sampling with Birth-death
   2019/05/23 by Yulong Lu, Lu, Yulong, Jianfeng Lu +3 · 7 citations
   Computer Science · Mathematics · #Analysis of PDEs (math.AP) #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistics Theory (math.ST)
10. A Priori Generalization Error Analysis of Two-Layer Neural Networks for Solving High Dimensional Schrödinger Eigenvalue Problems
    2021/05/04 by Jianfeng Lu, Lu, Jianfeng, Yulong Lu +1 · 5 citations
    Physics and Astronomy · Computer Science · Mathematics · #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical methods in inverse problems
11. Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction
    2022/10/12 by Wei Dong, Wei, Dong, Huaijiang Sun +11 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
12. Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality
    2021/10/13 by Yiping Lu, Lu, Yiping, Haoxuan Chen +7 · 5 citations
    Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering #Statistics Theory (math.ST)
13. Edge state dynamics along curved interfaces
    2021/06/01 by Guillaume Bal, Simon Becker, Bal, Guillaume +9 · 4 citations
    Physics and Astronomy · #Analysis of PDEs (math.AP) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Nonlinear Photonic Systems #Quantum chaos and dynamical systems #Theoretical and Computational Physics
14. On Representing Mixed-Integer Linear Programs by Graph Neural Networks
    2022/10/19 by Ziang Chen, Chen, Ziang, Jialin Liu +7 · 5 citations
    Engineering · Computer Science · #Vehicle Routing Optimization Methods #Scheduling and Optimization Algorithms #Constraint Satisfaction and Optimization
15. What does guidance do? A fine-grained analysis in a simple setting
    2024/09/19 by M. Chidambaram, Chidambaram, Muthu, Khashayar Gatmiry +7 · 9 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spatial Cognition and Navigation
16. Deep Equilibrium Based Neural Operators for Steady-State PDEs
    2023/11/30 by Tanya Marwah, Ashwini Pokle, Marwah, Tanya +9 · 5 citations
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
17. SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising
    2020/12/03 by Fengchao Xiong, Xiong, Fengchao, Shuyin Tao +9 · 4 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Remote-Sensing Image Classification #electronic engineering #information engineering
18. Efficient construction of tensor ring representations from sampling
    2017/11/02 by Yuehaw Khoo, Jianfeng Lu, Khoo, Yuehaw +3 · 2 citations
    Computer Science · Mathematics · #15A69 #33F05 #65D15 #Algorithms and Data Compression #Digital Filter Design and Implementation #FOS: Mathematics #G.1.10 #G.1.3 #Numerical Analysis (math.NA) #Tensor decomposition and applications
19. Learning Dense Flow Field for Highly-accurate Cross-view Camera Localization
    2023/09/27 by Zhenbo Song, Song, Zhenbo, Xianghui Ze +5 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
20. On the Representation of Solutions to Elliptic PDEs in Barron Spaces
    2021/06/14 by Ziang Chen, Jianfeng Lu, Chen, Ziang +3 · 3 citations
    Physics and Astronomy · Decision Sciences · Engineering · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Advanced Numerical Methods in Computational Mathematics
21. Convergence of flow-based generative models via proximal gradient descent in Wasserstein space
    2023/10/26 by Xiuyuan Cheng, Jianfeng Lu, Cheng, Xiuyuan +5 · 4 citations
    Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Statistics Theory (math.ST)
22. Frozen Gaussian approximation with surface hopping for mixed quantum-classical dynamics: A mathematical justification of fewest switches surface hopping algorithms
    2016/02/20 by Jianfeng Lu, Zhennan Zhou, Lu, Jianfeng +1 · 2 citations
    Physics and Astronomy · Computer Science · Chemistry · #Spectroscopy and Quantum Chemical Studies #Quantum Information and Cryptography #Molecular spectroscopy and chirality
23. Single Time-scale Actor-critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees
    2022/01/31 by Mo Zhou, Zhou, Mo, Jianfeng Lu +1 · 2 citations
    Engineering · Computer Science · #Frequency Control in Power Systems #Advanced Numerical Methods in Computational Mathematics #Adaptive Dynamic Programming Control
24. Inchworm Monte Carlo method for open quantum systems
    2018/11/20 by Zhenning Cai, Jianfeng Lu, Cai, Zhenning +3 · 2 citations
    Physics and Astronomy · #Advanced Chemical Physics Studies #Cold Atom Physics and Bose-Einstein Condensates #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum, superfluid, helium dynamics
25. Stable Phase Retrieval from Locally Stable and Conditionally Connected Measurements
    2020/06/21 by Cheng Cheng, Cheng, Cheng, Ingrid Daubechies +5 · 2 citations
    Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · #Advanced X-ray Imaging Techniques #Advanced Electron Microscopy Techniques and Applications #Seismic Imaging and Inversion Techniques
26. Convergence of a force-based hybrid method for atomistic and continuum models in three dimension
    2011/02/12 by Jianfeng Lu, Lu, Jianfeng, Pingbing Ming +1 · 3 citations
    Computer Science · Materials Science · Engineering · #Advanced Mathematical Modeling in Engineering #Microstructure and mechanical properties #Composite Material Mechanics
27. Score-based Transport Modeling for Mean-Field Fokker-Planck Equations
    2023/04/21 by Jianfeng Lu, Lu, Jianfeng, Yue Wu +3 · 2 citations
    Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Statistical Methods and Bayesian Inference
28. A quasinonlocal coupling method for nonlocal and local diffusion models
    2017/04/02 by Qiang Du, Du, Qiang, Xingjie Helen Li +5 · 1 citation
    Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in engineering #Numerical methods in inverse problems
29. A convergent method for linear half-space kinetic equations
    2017/09/01 by Qin Li, Jianfeng Lu, Weiran Sun · 1 citation
30. Random Sampling and Efficient Algorithms for Multiscale PDEs
    2018/07/23 by Ke Chen, Qin Li, Chen, Ke +5 · 1 citation
    Computer Science · Engineering · #Advanced Mathematical Modeling in Engineering #Composite Material Mechanics #Advanced Numerical Methods in Computational Mathematics
31. Universal approximation of symmetric and anti-symmetric functions
    2019/12/04 by Jiequn Han, Yingzhou Li, Han, Jiequn +9 · 1 citation
    Mathematics · #41A25 #41A29 #41A63 #Approximation Theory and Sequence Spaces #Chemical Physics (physics.chem-ph) #FOS: Mathematics #FOS: Physical sciences #Mathematical Approximation and Integration #Mathematical functions and polynomials #Numerical Analysis (math.NA)
32. Fully discretized Sobolev gradient flow for the Gross-Pitaevskii eigenvalue problem
    2024/03/09 by Ziang Chen, Jianfeng Lu, Chen, Ziang +5 · 2 citations
    Mathematics · #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #Differential Equations and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations #Optimization and Control (math.OC)
33. LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning
    2020/04/27 by Kaitao Song, Hao Sun, Song, Kaitao +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
34. Coordinate Descent Full Configuration Interaction for Excited States
    2023/04/26 by Zhe Wang, Wang, Zhe, Zhiyuan Zhang +5 · 2 citations
    Physics and Astronomy · Chemistry · #Spectroscopy and Quantum Chemical Studies #Photochemistry and Electron Transfer Studies #Advanced Chemical Physics Studies
35. Guidance for twisted particle filter: a continuous-time perspective
    2024/09/04 by Jianfeng Lu, Yuliang Wang, Lu, Jianfeng +1 · 2 citations
    Engineering · Environmental Science · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Water Quality Monitoring Technologies #Water Systems and Optimization
36. Regularized Stein Variational Gradient Flow
    2022/11/15 by Ye He, Krishnakumar Balasubramanian, He, Ye +5 · 1 citation
    Engineering · #Advanced Numerical Analysis Techniques #Analysis of PDEs (math.AP) #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Numerical methods in engineering #Statistics Theory (math.ST)
37. Butterfly-Net: Optimal Function Representation Based on Convolutional Neural Networks
    2018/05/18 by Yingzhou Li, Li, Yingzhou, Xiuyuan Cheng +3 · 2 citations
    Physics and Astronomy · Computer Science · Materials Science · #Model Reduction and Neural Networks #Neural Networks and Applications #Machine Learning in Materials Science
38. More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling
    2024/06/18 by Haque Ishfaq, Ishfaq, Haque, Yixin Tan +13 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
39. Qubit Count Reduction by Orthogonally-Constrained Orbital Optimization for Variational Quantum Excited States Solvers
    2023/10/13 by Joel Bierman, Yingzhou Li, Bierman, Joel +3 · 2 citations
    Computer Science · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Spectroscopy and Quantum Chemical Studies
40. Multi-Label Test-Time Adaptation with Bound Entropy Minimization
    2025/02/06 by Xiangyu Wu, Feng Yu, Wu, Xiangyu +7 · 3 citations
    Computer Science · #Educational Technology and Assessment
41. TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models
    2024/06/07 by Ping Yü, Kaitao Song, Yu, Ping +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Traditional Chinese Medicine Studies
42. SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising
    2024/05/02 by Guanyiman Fu, Fengchao Xiong, Fu, Guanyiman +5 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Remote-Sensing Image Classification #electronic engineering #information engineering
43. Windowed thinning and query complexity for the bouncy particle and Zigzag samplers
    2026/07/30 by Jianfeng Lu, Yinchen Luo
    Mathematics · Computer Science · #math.NA #cs.LG #cs.NA #math.PR #math.ST #stat.TH #msc:65C05 #msc:60J25 #msc:65C40 #msc:65Y20