Liu Yang

1. Physics-informed machine learning
   2021/05/24 by George Em Karniadakis, Ioannis G. Kevrekidis, Lu Lu +3 · 281 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. Long Range Arena: A Benchmark for Efficient Transformers
   2020/11/08 by Yi Tay, Tay, Yi, Mostafa Dehghani +17 · 56 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Power Line Inspection Robots
3. B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data
   2020/10/15 by Liu Yang, Xuhui Meng, George Em Karniadakis · 39 citations
   Computer Science · Engineering · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
4. Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations
   2018/11/05 by Liu Yang, Yang, Liu, Dongkun Zhang +3 · 16 citations
   Physics and Astronomy · Computer Science · Decision Sciences · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Probabilistic and Robust Engineering Design
5. Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations
   2020/01/01 by Liu Yang, Dongkun Zhang, George Em Karniadakis · 21 citations
   Decision Sciences · Engineering · Physics and Astronomy · #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
6. Unifying Generative and Dense Retrieval for Sequential Recommendation
   2024/11/27 by Yang Liu, Liu Yang, Yang, Liu +29 · 3 voices · 6 citations
   Computer Science · Decision Sciences · #cs.IR #cs.AI
7. Physics informed deep learning for computational elastodynamics without labeled data
   2020/06/10 by Chengping Rao, Hao Sun, Rao, Chengping +3 · 10 citations
   Physics and Astronomy · Materials Science · Engineering · #Model Reduction and Neural Networks #Magnetic Properties and Applications #Numerical methods in engineering
8. Solving Inverse Stochastic Problems from Discrete Particle Observations Using the Fokker-Planck Equation and Physics-informed Neural Networks
   2020/08/24 by Xiaoli Chen, Chen, Xiaoli, Liu Yang +5 · 10 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
9. Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging
   2020/03/30 by Xin Yuan, Liu Yang, Yuan, Xin +5 · 9 citations
   Engineering · Medicine · #Sparse and Compressive Sensing Techniques #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications
10. A Hybrid Retrieval-Generation Neural Conversation Model
    2019/04/19 by Yang Liu, Liu Yang, Junjie Hu +17 · 1 voice · 3 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL #cs.IR
11. Training-free Video Temporal Grounding using Large-scale Pre-trained Models
    2024/08/29 by Minghang Zheng, Xinhao Cai, Zheng, Minghang +7 · 12 citations
    Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Multimodal Machine Learning Applications
12. Understanding Chain-of-Thought in LLMs through Information Theory
    2024/11/18 by Jean-François Ton, Muhammad Taufiq, Ton, Jean-Francois +3 · 11 citations
    Business, Management and Accounting · #FinTech, Crowdfunding, Digital Finance
13. Task Vectors in In-Context Learning: Emergence, Formation, and Benefit
    2025/01/16 by Liu Yang, Yang Liu, Yang, Liu +8 · 1 voice · 8 citations
    Computer Science · #Online Learning and Analytics #Reinforcement Learning in Robotics #cs.LG
14. Fast B-spline Curve Fitting by L-BFGS
    2011/12/30 by Wenni Zheng, Pengbo Bo, Zheng, Wenni +5 · 2 citations
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging #FOS: Computer and information sciences #Graphics (cs.GR) #Image and Object Detection Techniques
15. BLITZSCALE: Fast and Live Large Model Autoscaling with O(1) Host Caching
    2024/12/23 by D.L. Zhang, Haotian Wang, Zhang, Dingyan +10 · 8 citations
    Computer Science · #Distributed and Parallel Computing Systems
16. Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On
    2024/07/11 by Liang Zeng, Liangjun Zhong, Zeng, Liang +19 · 6 citations
    Computer Science · #Data Mining Algorithms and Applications #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
17. ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration
    2024/10/30 by Andrew Estornell, Jean-François Ton, Estornell, Andrew +5 · 7 citations
    Business, Management and Accounting · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Systems Theories and Implementation #Management and Organizational Studies
18. ING4 alleviated lipopolysaccharide‐induced inflammation by regulating the NF‐κB pathway via a direct interaction with SIRT1
    2019/12/07 by Yunshu Yang, Liu Yang, Yang Liu +10 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Neuroscience · Medicine · #Inflammasome and immune disorders #Neuroinflammation and Neurodegeneration Mechanisms #Sirtuins and Resveratrol in Medicine
19. Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs
    2019/10/29 by Liu Yang, Yang, Liu, Sean Treichler +18 · 4 citations
    Physics and Astronomy · Decision Sciences · Computer Science · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Gaussian Processes and Bayesian Inference
20. SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases
    2023/08/25 by Liu Yang, Jiashun Cheng, Liu, Yang +13 · 4 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
21. In-Context Meta LoRA Generation
    2025/01/29 by Yu Shao, Shao, Yihua, Minxi Yan +27 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition
22. EasyTime: Time Series Forecasting Made Easy
    2024/12/23 by Xiangfei Qiu, Xiuwen Li, Qiu, Xiangfei +24 · 10 citations
    Computer Science · Business, Management and Accounting · #Time Series Analysis and Forecasting #Big Data and Business Intelligence
23. A Vision for Auto Research with LLM Agents
    2025/04/26 by Chengwei Liu, Chong Wang, Liu, Chengwei +34 · 6 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Scientific Computing and Data Management #Topic Modeling
24. Construction of platinum nanozyme by using carboxymethylcellulose with improved laccase-like activity for phenolic compounds detection
    2023/06/16 by Liu Yang, Xiao-Yun Guo, Xiaoyun Guo +10 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Materials Science · #Advanced Nanomaterials in Catalysis #Advanced biosensing and bioanalysis techniques #Electrochemical sensors and biosensors
25. Effects of acute stress on risky decision-making are related to neuroticism: An fMRI study of the Balloon Analogue Risk Task
    2023/11/01 by Yuyang Zhu, Yituo Wang, Pinhong Chen +5 · 1 citation
26. AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional Images
    2024/04/01 by Liu Yang, Yang, Liu, Huiyu Duan +14 · 1 citation
    Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
27. Increased risk of metabolic dysfunction in children conceived by assisted reproductive technology
    2020/08/05 by Linlin Cui, Wei Zhou, Bo Xi +19 · 25 citations
    Medicine · #Assisted Reproductive Technology and Twin Pregnancy #Ovarian function and disorders #Reproductive Health and Technologies
28. Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges
    2024/06/10 by Usman Gohar, Zeyu Tang, Gohar, Usman +11 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
29. A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions
    2025/02/09 by Elisa Negrini, Negrini, Elisa, Yuxuan Liu +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Advanced Text Analysis Techniques
30. Classification of Distinct Patterns of Ischemic Cholangiopathy Following DCD Liver Transplantation: Distinct Clinical Courses and Long-term Outcomes From a Multicenter Cohort
    2021/09/01 by Kristopher P. Croome, Amit K. Mathur, Bashar Aqel +8 · 1 citation
    Medicine · #Organ Transplantation Techniques and Outcomes #Liver Disease and Transplantation #Liver Diseases and Immunity
31. Modular curvature for toric noncommutative manifolds
    2015/10/15 by Liu Yang, Liu, Yang · 1 citation
    Mathematics · #Advanced Algebra and Geometry #Advanced Operator Algebra Research #Algebraic structures and combinatorial models #Differential Geometry (math.DG) #FOS: Mathematics #Operator Algebras (math.OA) #Quantum Algebra (math.QA)
32. Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework
    2024/10/11 by Chong Wang, Wang, Chong, Zhenpeng Chen +7 · 1 citation
    Computer Science · #Digital Rights Management and Security #FOS: Computer and information sciences #Software Engineering (cs.SE)
33. Global Pangenome Analysis Highlights the Critical Role of Structural Variants in Cattle Improvement and Identifies a Unique Event as a Novel Enhancer in IGFBP7+ Cells
    2025/08/19 by Shoulu Dai, Pengju Zhao, Wenhao Li +14 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock
34. Bridging Perception and Planning: Towards End-to-End Planning for Signal Temporal Logic Tasks
    2025/09/16 by Bowen Ye, Ye, Bowen, Liu Yang +5 · 1 citation
    Computer Science · #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies #AI-based Problem Solving and Planning
35. Occult Hepatitis B Virus Infection and Liver Fibrosis in Chinese Patients
    2023/05/12 by Xi Tang, Liu Yang, Yang Liu +11 · 9 citations
    Medicine · #Hepatitis B Virus Studies #Liver physiology and pathology #Liver Disease Diagnosis and Treatment
36. A foundation model of numerical intelligence with cross-disciplinary generalization
    2026/07/30 by Chenghan Wu, Zongmin Yu, Liu Yang
    Computer Science · #cs.AI
37. Flux-OPD: On-Policy Distillation with Evolving Contexts
    2026/07/30 by Yuran Wang, Zekun Wang, Bohan Zeng +10
    Computer Science · #cs.LG #cs.AI
38. Millennial cold–dry events during marine isotope stage 11a based on sedimentary records from the Heqing Basin and their global climatic dynamical responses
    2026/07/23 by Guohui Liu, Xinwen Xu, S K Wang +13
    Earth and Planetary Sciences · #Geology and Paleoclimatology Research #Paleontology and Stratigraphy of Fossils #Geological formations and processes
39. Aptamer-functionalized nanomaterials for circulating tumor cell detection: From liquid biopsy to cancer theranostic
    2026/07/23 by Meng Jiang, Kai Zheng, Na Li +13
    Engineering · Materials Science · Biochemistry, Genetics and Molecular Biology · #Nanoplatforms for cancer theranostics #Nanoparticle-Based Drug Delivery #Advanced biosensing and bioanalysis techniques
40. On-chip Radio Frequency Maser
    2026/07/23 by Hongliang Wu, Zhengtao Wang, Yuchen Han +6
    #quant-ph
41. RadioTrace: Transmitter-Aware Diffusion for Radio Map Estimation without Deployment-Time Fine-Tuning
    2026/07/23 by Liu Yang, Qiang Li, Zhuo Cao +3
    #eess.SP #cs.LG