Lu, Shuai
- TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs
2023/03/29 by Yaobo Liang, Chenfei Wu, Liang, Yaobo +25 · 5 voices · 14 citations
Computer Science · Engineering · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science #cs.AI #cs.CL
- Automating Code Review Activities by Large-Scale Pre-training
2022/03/17 by Zhiyu Li, Shuai Lu, Li, Zhiyu +19 · 2 voices · 29 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability #cs.AI #cs.SE
- GraphCodeBERT: Pre-training Code Representations with Data Flow
2020/09/17 by Daya Guo, Shuo Ren, Guo, Daya +33 · 100 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Testing and Debugging Techniques
- CodeBLEU: a Method for Automatic Evaluation of Code Synthesis
2020/09/22 by Shuo Ren, Daya Guo, Ren, Shuo +17 · 94 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding\n and Generation
2021/02/09 by Shuai Lu, Lu, Shuai, Daya Guo +41 · 80 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
- AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models
2023/04/13 by Wanjun Zhong, Ruixiang Cui, Zhong, Wanjun +15 · 85 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Explainable Artificial Intelligence (XAI)
- UniXcoder: Unified Cross-Modal Pre-training for Code Representation
2022/03/08 by Guo, Daya, Lu, Shuai, Duan, Nan +3 · 69 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- InferFix: End-to-End Program Repair with LLMs
2023/03/13 by Matthew Jin, Jin, Matthew, Syed Shahriar +11 · 35 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
- ReACC: A Retrieval-Augmented Code Completion Framework
2022/03/15 by Lu, Shuai, Duan, Nan, Han, Hojae +3 · 24 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction
2023/06/05 by Jia Guo, Guo, Jia, Shuai Lu +7 · 14 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Industrial Vision Systems and Defect Detection
- Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection
2024/05/23 by Jia Guo, Guo, Jia, Shuai Lu +6 · 19 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach
2021/04/05 by Junjie Huang, Duyu Tang, Huang, Junjie +13 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- AutoVerus: Automated Proof Generation for Rust Code
2024/09/19 by Chenyuan Yang, Yang, Chenyuan, X. Li +23 · 12 citations
Agricultural and Biological Sciences · Engineering · #Plant Surface Properties and Treatments #Material Properties and Processing
- GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges
2022/02/14 by Wu, Junde, Fang, Huihui, Li, Fei +26 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation
2017/12/06 by Bolin Wei, Shuai Lu, Wei, Bolin +11 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Selene: Pioneering Automated Proof in Software Verification
2024/01/15 by Lichen Zhang, Shuai Lu, Zhang, Lichen +3 · 5 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- Automated Proof Generation for Rust Code via Self-Evolution
2024/10/21 by Chen, Tianyu, Lu, Shuai, Lu, Shan +11 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency
2023/09/29 by Huang, Baizhou, Lu, Shuai, Chen, Weizhu +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
2021/09/17 by Clement, Colin B., Lu, Shuai, Liu, Xiaoyu +5 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
2025/02/07 by Yuqin Dai, Z. P. Yao, Dai, Yuqin +17 · 5 citations
Neuroscience · #EEG and Brain-Computer Interfaces
- Competition-Level Problems are Effective LLM Evaluators
2023/12/04 by Huang, Yiming, Lin, Zhenghao, Liu, Xiao +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Tikhonov regularization with l0-term complementing a convex penalty: l1 convergence under sparsity constraints
2018/10/20 by Wang, Wei, Lu, Shuai, Hofmann, Bernd +1 · 1 citation
#47A52 #65J20 #FOS: Mathematics #Numerical Analysis (math.NA)
- Functional analysis and partial differential equations in spectral Barron spaces
2025/07/09 by Choulli, Mourad, Lu, Shuai, Takase, Hiroshi · 2 citations
#Analysis of PDEs (math.AP) #FOS: Mathematics #Functional Analysis (math.FA)
- Harmonic Measures and Numerical Computation of Cauchy Problems for Laplace Equations
2023/05/24 by Yu Chen, Jin Cheng, Chen, Yu +5 · 1 citation
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Stability and Controllability of Differential Equations
- Code Execution with Pre-trained Language Models
2023/05/08 by Liu, Chenxiao, Lu, Shuai, Chen, Weizhu +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- Im2win: An Efficient Convolution Paradigm on GPU
2023/06/25 by Shuai Lü, Lu, Shuai, Jun Chu +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
- Interpolation and inverse problems in spectral Barron spaces
2025/02/06 by Shuai Lu, Peter Mathé, Lu, Shuai +1 · 2 citations
Mathematics · Computer Science · #Numerical methods in inverse problems #Spectral Theory in Mathematical Physics #Advanced Mathematical Modeling in Engineering
- Unveiling a young thick disk in the Milky Way
2025/04/15 by Lian, Jianhui, Du, Min, Lu, Shuai +5 · 2 citations
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
- IllustrisTNG Insights: Factors Affecting the Presence of Bars in Disk Galaxies
2024/12/03 by Lu, Shuai, Du, Min, Debattista, P. Victor · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
- TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement
2025/03/11 by Zhang, Miao, Yin, Jun, Zeng, Pengyu +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences