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Lu Lu

  1. Physics-informed machine learning
    2021/05/24 by George Em Karniadakis, Ioannis G. Kevrekidis, Lu Lu +3 · 390 citations
    Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks
  2. Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
    2021/03/18 by Lu Lu, Pengzhan Jin, Guofei Pang +2 · 311 citations
    Computer Science · Physics and Astronomy · #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  3. SALMONN: Towards Generic Hearing Abilities for Large Language Models
    2023/10/20 by Changli Tang, Tang, Changli, Wenyi Yu +15 · 1 voice · 164 citations
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #cs.CL #cs.SD #eess.AS #electronic engineering #information engineering
  4. DeepXDE: A Deep Learning Library for Solving Differential Equations
    2021/01/01 by Lu Lu, Xuhui Meng, Zhiping Mao +1 · 116 citations
    Physics and Astronomy · Decision Sciences · Materials Science · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Magnetic Properties and Applications
  5. Physics-informed neural networks with hard constraints for inverse design
    2021/02/09 by Lu Lu, Lu, Lu, Raphaël Pestourie +9 · 50 citations
    Engineering · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Topology Optimization in Engineering
  6. Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems
    2022/03/18 by Jeremy Yu, Lu Lu, Xuhui Meng +1 · 54 citations
    Engineering · Materials Science · Physics and Astronomy · #Fluid Dynamics and Turbulent Flows #Magnetic Properties and Applications #Model Reduction and Neural Networks
  7. Physics-Informed Neural Networks with Hard Constraints for Inverse Design
    2021/01/01 by Lu Lu, Raphaël Pestourie, Wenjie Yao +3 · 47 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Model Reduction and Neural Networks #Topology Optimization in Engineering
  8. MIONet: Learning multiple-input operators via tensor product
    2022/02/12 by Pengzhan Jin, Jin, Pengzhan, Shuai Meng +3 · 44 citations
    Engineering · Mathematics · Physics and Astronomy · #Advanced Numerical Analysis Techniques #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Tensor decomposition and applications
  9. fPINNs: Fractional Physics-Informed Neural Networks
    2019/01/01 by Guofei Pang, Lu Lu, George Em Karniadakis · 27 citations
    Engineering · Mathematics · Physics and Astronomy · #Fractional Differential Equations Solutions #Model Reduction and Neural Networks #Nanofluid Flow and Heat Transfer
  10. MIONet: Learning Multiple-Input Operators via Tensor Product
    2022/11/07 by Pengzhan Jin, Shuai Meng, Lu Lu · 35 citations
  11. SCM: Enhancing Large Language Model with Self-Controlled Memory Framework
    2023/04/26 by Bing Wang, Wang, Bing, Xinnian Liang +14 · 26 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
  12. Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport
    2022/04/14 by Lu Lu, Raphaël Pestourie, Lu, Lu +5 · 21 citations
    Materials Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Model Reduction and Neural Networks #Heat shock proteins research
  13. PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
    2023/06/15 by Zhongkai Hao, Jiachen Yao, Hao, Zhongkai +19 · 23 citations
    Physics and Astronomy · #Model Reduction and Neural Networks
  14. Challenges in Training PINNs: A Loss Landscape Perspective
    2024/02/02 by Pratik Rathore, Rathore, Pratik, Weimu Lei +7 · 27 citations
    Engineering · #Biomedical and Engineering Education
  15. video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
    2024/06/22 by Guangzhi Sun, Sun, Guangzhi, Wenyi Yu +17 · 31 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music and Audio Processing #Speech and Audio Processing
  16. Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness
    2023/05/26 by Min Zhu, Shihang Feng, Zhu, Min +5 · 17 citations
    Computer Science · Earth and Planetary Sciences · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies
  17. Connecting Speech Encoder and Large Language Model for ASR
    2023/09/25 by Wenyi Yu, Yu, Wenyi, Changli Tang +15 · 16 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  18. One-shot learning for solution operators of partial differential equations
    2021/04/06 by Jiao, Anran, Haiyang He, Rishikesh Ranade +6 · 6 citations
    Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Dam Engineering and Safety #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics and Vibration Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  19. Can Large Language Models Understand Spatial Audio?
    2024/06/12 by Changli Tang, Tang, Changli, Wenyi Yu +19 · 12 citations
    Computer Science · Social Sciences · #Audio and Speech Processing (eess.AS) #Computational and Text Analysis Methods #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  20. SALMONN-omni: A Codec-free LLM for Full-duplex Speech Understanding and Generation
    2024/11/27 by Wenyi Yu, Siyin Wang, Yu, Wenyi +17 · 12 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  21. Origami With Rotational Symmetry: A Review on Their Mechanics and Design
    2023/01/09 by Lu Lu, Sophie Leanza, Ruike Renee Zhao · 7 citations
    Engineering · #Advanced Materials and Mechanics #Structural Analysis and Optimization #Advanced Sensor and Energy Harvesting Materials
  22. Solving forward and inverse PDE problems on unknown manifolds via physics-informed neural operators
    2024/07/07 by Anran Jiao, Qile Yan, Jiao, Anran +5 · 6 citations
    Computer Science · Engineering · Physics and Astronomy · #FOS: Mathematics #Flow Measurement and Analysis #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
  23. Impairments of large-scale functional networks in attention-deficit/hyperactivity disorder: a meta-analysis of resting-state functional connectivity
    2019/09/10 by Yingxue Gao, Dandan Shuai, Xuan Bu +8 · 2 citations
    Neuroscience · Medicine · #Functional Brain Connectivity Studies #Attention Deficit Hyperactivity Disorder #Heart Rate Variability and Autonomic Control
  24. Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models
    2023/10/09 by Guangzhi Sun, Wenyi Yu, Sun, Guangzhi +14 · 3 citations
    Computer Science · #Music and Audio Processing #Multimodal Machine Learning Applications #Speech and Audio Processing
  25. West Nile virus spread in Europe: Phylogeographic pattern analysis and key drivers
    2024/01/25 by Lu Lu, Feifei Zhang, Bas B. Oude Munnink +19 · 1 voice · 3 citations
    Medicine · Social Sciences · Biochemistry, Genetics and Molecular Biology · #Mosquito-borne diseases and control #Dengue and Mosquito Control Research #vaccines and immunoinformatics approaches
  26. Nonparametric estimation of multivariate copula using empirical bayes method
    2021/12/20 by Lu Lu, Sujit K. Ghosh, Lu, Lu +1 · 2 citations
    Economics, Econometrics and Finance · Mathematics · #Financial Risk and Volatility Modeling #Statistical Distribution Estimation and Applications #Statistical Methods and Inference
  27. Systems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks
    2022/02/03 by Mitchell Daneker, Zhen Zhang, Daneker, Mitchell +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  28. Gated Multiple Feedback Network for Image Super-Resolution
    2019/07/09 by Qilei Li, Zhen Li, Li, Qilei +9 · 2 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
  29. Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks
    2024/02/23 by Christian Moya, Amirhossein Mollaali, Moya, Christian +7 · 4 citations
    Engineering · Computer Science · #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
  30. Spectral radius of graphs forbidden C7 or C6\triangle
    2022/09/24 by Junying Lu, Lu, Junying, Lu Lu +3 · 2 citations
    Engineering · Mathematics · #Combinatorics (math.CO) #FOS: Mathematics #Finite Group Theory Research #Graph theory and applications #graph theory and CDMA systems
  31. Improving Large-scale Deep Biasing with Phoneme Features and Text-only Data in Streaming Transducer
    2023/11/15 by Jin Qiu, Lu Huang, Qiu, Jin +9 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  32. Agents' Last Exam
    2026/06/03 by Yiyou Sun, Xinyang Han, Weichen Zhang +306 · 4 voices
    #cs.AI #cs.CL #cs.LG
  33. SA-SOT: Speaker-Aware Serialized Output Training for Multi-Talker ASR
    2024/03/04 by Zhiyun Fan, Linhao Dong, Fan, Zhiyun +7 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
  34. Optical Integrated Sensing and Communication with Light-Emitting Diode
    2023/05/08 by Runxin Zhang, Zhang, Runxin, Yulin Shao +6 · 3 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Optical Wireless Communication Technologies #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices #Signal Processing (eess.SP) #electronic engineering #information engineering
  35. In situ characterization of vacancy ordering in Ge-Sb-Te phase-change memory alloys
    2022/03/17 by Tingting Jiang, Xudong Wang, Jiang, Ting-Ting +16 · 2 citations
    Materials Science · Engineering · #Phase-change materials and chalcogenides #Chalcogenide Semiconductor Thin Films #Nonlinear Optical Materials Studies
  36. Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters
    2025/07/18 by Shanbo Cheng, Cheng, Shanbo, Yu Bao +48 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  37. Integral Cayley Graphs over Dihedral Groups
    2016/06/07 by Lu Lu, Lu, Lu, Qiongxiang Huang +3 · 1 citation
    Engineering · Mathematics · #05C50 #Combinatorics (math.CO) #FOS: Mathematics #Finite Group Theory Research #Graph theory and applications #graph theory and CDMA systems
  38. Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding
    2024/09/10 by Xiaoyu Liang, Jiayuan Yu, Liang, Xiaoyu +17 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topological and Geometric Data Analysis
  39. Automorphism groups of a class of cubic Cayley graphs on symmetric groups
    2016/09/17 by Xueyi Huang, Qiongxiang Huang, Huang, Xueyi +3 · 1 citation
    Mathematics · Computer Science · Engineering · #Finite Group Theory Research #Coding theory and cryptography #graph theory and CDMA systems
  40. Effective Data Sampling Strategies and Boundary Condition Constraints of Physics-Informed Neural Networks for Identifying Material Properties in Solid Mechanics
    2022/11/15 by Wensi Wu, Mitchell Daneker, Wu, Wensi +7 · 2 citations
    Engineering · Materials Science · Physics and Astronomy · #Drilling and Well Engineering #FOS: Mathematics #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
  41. Class I histone deacetylases are major histone decrotonylases: evidence for critical and broad function of histone crotonylation in transcription
    2017/05/12 by Wei Wei, Xiaoguang Liu, Jiwei Chen +10 · 1 citation
  42. ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming
    2024/12/28 by Jiedong Zhuang, Zhuang, Jiedong, Lu Lu +11 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  43. Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer
    2023/06/07 by Lu Huang, Boyu Li, Huang, Lu +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
  44. TANTE: Time-Adaptive Operator Learning via Neural Taylor Expansion
    2025/02/12 by Zhikai Wu, Wu, Zhikai, Sifan Wang +13 · 1 voice · 4 citations
    #cs.LG #cs.AI
  45. Speeding up and reducing memory usage for scientific machine learning via mixed precision
    2024/01/30 by Joel Hayford, Hayford, Joel, Jacob Goldman-Wetzler +5 · 2 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Neural Networks and Applications #Machine Learning and Data Classification
  46. Disk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk-Planet Systems
    2024/09/25 by Shunyuan 顺元 Mao 毛, Mao, Shunyuan, Ruobing Dong +9 · 3 citations
    Computer Science · Earth and Planetary Sciences · #Aquatic and Environmental Studies #Artificial Intelligence (cs.AI) #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  47. D2NO: Efficient Handling of Heterogeneous Input Function Spaces with Distributed Deep Neural Operators
    2023/10/29 by Zecheng Zhang, Christian Moya, Zhang, Zecheng +7 · 3 citations
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Flow Measurement and Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
  48. Digital Twin for Networking: A Data-driven Performance Modeling Perspective
    2022/06/01 by Linbo Hui, Mowei Wang, Hui, Linbo +7 · 1 citation
    Computer Science · Engineering · #Digital Transformation in Industry #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
  49. Active operator learning with predictive uncertainty quantification for partial differential equations
    2025/03/05 by Nick Winovich, Winovich, Nick, Mitchell Daneker +5 · 4 citations
    Engineering · Physics and Astronomy · #Advanced Measurement and Metrology Techniques #Model Reduction and Neural Networks
  50. Towards General Auditory Intelligence: Large Multimodal Models for Machine Listening and Speaking
    2025/11/03 by Siyin Wang, Zengrui Jin, Wang, Siyin +55 · 1 voice
    Computer Science · Engineering · Psychology · #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Electrical engineering #Multimodal Machine Learning Applications #Music and Audio Processing #eess.AS #electronic engineering #information engineering
  51. General Path Models for Degradation Data With Multiple Characteristics and Covariates
    2020/07/20 by Lu Lu, Bingxing Wang, Bing Xing Wang +3 · 1 citation
    Engineering · Decision Sciences · Mathematics · #Reliability and Maintenance Optimization #Probabilistic and Robust Engineering Design #Statistical Distribution Estimation and Applications
  52. Rapid aerodynamic prediction of swept wings via physics-embedded transfer learning
    2024/09/19 by Yunjia Yang, Yang, Yunjia, Runze Li +7 · 2 citations
    Engineering · Physics and Astronomy · #Aerodynamics and Acoustics in Jet Flows #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  53. MedGPTEval: A Dataset and Benchmark to Evaluate Responses of Large Language Models in Medicine
    2023/05/12 by Jie Xu, Lu Lu, Xu, Jie +23 · 1 citation
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Social Media in Health Education
  54. Optimal Decoding Algorithm for Asynchronous Physical-Layer Network Coding
    2011/05/01 by Lu Lu, Soung Chang Liew, Lu, Lu +3 · 1 citation
    Computer Science · Engineering · #Cooperative Communication and Network Coding #Error Correcting Code Techniques #Wireless Communication Security Techniques
  55. Mechanical Instabilities: From Failure Mechanism to Functionality
    2025/07/31 by Lu Lu, Sophie Leanza, Ruike Renee Zhao · 1 citation
    Materials Science · Engineering · #High-Velocity Impact and Material Behavior #Mechanical Behavior of Composites #Energetic Materials and Combustion
  56. Genomic and genetic insights into Mendel’s pea genes
    2025/04/23 by Cong Feng, Baizhi Chen, Julie Hofer +44 · 1 voice · 1 citation
    Agricultural and Biological Sciences · #Genetic and Environmental Crop Studies #Legume Nitrogen Fixing Symbiosis #Plant Genetic and Mutation Studies
  57. Planning Reliability Assurance Tests for Autonomous Vehicles
    2023/11/30 by Simin Zheng, Lu Lu, Zheng, Simin +5 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reliability and Maintenance Optimization #Risk and Safety Analysis #Software Reliability and Analysis Research
  58. An improved range for the maximum critically t-intersecting hypergraphs
    2026/07/30 by Lu Lu, Rongrong Lu, Qifan Wang +1 · 1 voice
    Mathematics · #math.CO
  59. MyoCardBench: A Real-World Data Benchmark for Evaluating Large Language Models in Clinically Authentic Cardiovascular Care Scenarios
    2026/07/28 by Xiao Li, Mouxiao Bian, Zhaodi Wu +8
    #cs.CL