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Yang, Liu

  1. Long Range Arena: A Benchmark for Efficient Transformers
    2020/11/08 by Yi Tay, Tay, Yi, Mostafa Dehghani +17 · 51 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Power Line Inspection Robots
  2. Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations
    2018/11/05 by Liu Yang, Dongkun Zhang, Yang, Liu +3 · 13 citations
    Physics and Astronomy · Computer Science · Decision Sciences · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Probabilistic and Robust Engineering Design
  3. Looped Transformers are Better at Learning Learning Algorithms
    2023/11/21 by Yang Liu, Kangwook Lee, Yang, Liu +5 · 21 citations
    Computer Science · #Machine Learning and Data Classification #Music and Audio Processing #Data Stream Mining Techniques
  4. Sparse Sinkhorn Attention
    2020/02/26 by Yi Tay, Tay, Yi, Dara Bahri +7 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. Unifying Generative and Dense Retrieval for Sequential Recommendation
    2024/11/27 by Liu Yang, Yang Liu, Fabian Paischer +29 · 3 voices · 6 citations
    Computer Science · Decision Sciences · #cs.IR #cs.AI
  6. 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 · 8 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
  7. Minimax Analysis of Active Learning
    2014/10/03 by Steve Hanneke, Hanneke, Steve, Yang, Liu · 5 citations
    Computer Science · #Algorithms and Data Compression #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST) #semigroups and automata theory
  8. A Hybrid Retrieval-Generation Neural Conversation Model
    2019/04/19 by Liu Yang, Yang Liu, Yang, Liu +17 · 1 voice · 2 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL #cs.IR
  9. RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models
    2024/02/15 by Saeed Khaki, Khaki, Saeed, Jinjin Li +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  10. A Deep Look into Neural Ranking Models for Information Retrieval
    2019/03/16 by Guo, Jiafeng, Fan, Yixing, Pang, Liang +6 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  11. PDE Generalization of In-Context Operator Networks: A Study on 1D Scalar Nonlinear Conservation Laws
    2024/01/14 by Yang, Liu, Stanley Osher, Osher, Stanley J. · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Numerical Analysis (math.NA)
  12. Active Property Testing
    2011/11/03 by Balcan, Maria-Florina, Blais, Eric, Blum, Avrim +1 · 2 citations
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
  13. Skywork: A More Open Bilingual Foundation Model
    2023/10/30 by Tianwen Wei, Liang Zhao, Wei, Tianwen +57 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  14. Task Vectors in In-Context Learning: Emergence, Formation, and Benefit
    2025/01/16 by Liu Yang, Yang Liu, Yang, Liu +8 · 1 voice · 7 citations
    Computer Science · #Online Learning and Analytics #Reinforcement Learning in Robotics #cs.LG
  15. The Threat of Offensive AI to Organizations
    2021/06/30 by Yisroel Mirsky, Mirsky, Yisroel, Ambra Demontis +17 · 3 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG)
  16. Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On
    2024/07/11 by Liang Zeng, Zeng, Liang, Liangjun Zhong +19 · 6 citations
    Computer Science · #Data Mining Algorithms and Applications #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  17. Two-dimensional Topological Ferroelectric Metal with Giant Shift Current
    2024/08/04 by Yang, Liu, Li, Lei, Yu, Zhi-Ming +2 · 6 citations
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
  18. WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval
    2018/05/10 by Cohen, Daniel, Yang, Liu, Croft, W. Bruce · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  19. Potential Flow Generator with L2 Optimal Transport Regularity for Generative Models
    2019/08/29 by Yang, Liu, Karniadakis, George Em · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. FineVQ: Fine-Grained User Generated Content Video Quality Assessment
    2024/12/26 by Huiyu Duan, Duan, Huiyu, Hu Qiang +18 · 8 citations
    Computer Science · #Image and Video Quality Assessment #Video Analysis and Summarization #Video Coding and Compression Technologies
  21. FedEval: A Holistic Evaluation Framework for Federated Learning
    2020/11/19 by Chai, Di, Wang, Leye, Yang, Liu +3 · 2 citations
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
  22. Computing and Testing Small Connectivity in Near-Linear Time and Queries via Fast Local Cut Algorithms
    2019/10/31 by Forster, Sebastian, Nanongkai, Danupon, Saranurak, Thatchaphol +2 · 2 citations
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
  23. Particle Filtering Under General Regime Switching
    2020/09/09 by El-Laham, Yousef, Yang, Liu, Djuric, Petar M. +1 · 2 citations
    #Computation (stat.CO) #FOS: Computer and information sciences
  24. Distributionally Robust Optimization with Moment Ambiguity Sets
    2021/03/23 by Jiawang Nie, Nie, Jiawang, Yang Liu +5 · 2 citations
    Decision Sciences · Mathematics · Engineering · #Risk and Portfolio Optimization #Fuzzy Systems and Optimization #Optimization and Mathematical Programming
  25. Preference Discerning with LLM-Enhanced Generative Retrieval
    2024/12/11 by Fabian Paischer, Yang Liu, Paischer, Fabian +26 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic
  26. VICON: Vision In-Context Operator Networks for Multi-Physics Fluid Dynamics Prediction
    2024/11/25 by Yadi Cao, Cao, Yadi, Yuxuan Liu +9 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
  27. Nonuniform (h,k,μ,ν)-Dichotomy with Applications to Nonautonomous Dynamical Systems
    2015/04/18 by Jimin Zhang, Zhang, Jimin, Meng Fan +2 · 1 citation
    Mathematics · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Mathematics #Quantum chaos and dynamical systems #advanced mathematical theories
  28. Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs
    2019/10/29 by Liu Yang, Yang, Liu, Sean Treichler +18 · 3 citations
    Physics and Astronomy · Decision Sciences · Computer Science · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Gaussian Processes and Bayesian Inference
  29. A Survey for Federated Learning Evaluations: Goals and Measures
    2023/08/23 by Chai, Di, Wang, Leye, Yang, Liu +3 · 2 citations
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  30. Fine-Tune Language Models as Multi-Modal Differential Equation Solvers
    2023/08/09 by Yang, Liu, Liu, Siting, Osher, Stanley J. · 2 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
  31. Irregular proton injection to high energies at interplanetary shocks
    2023/10/17 by Trotta, Domenico, Horbury, Timothy S., Lario, David +8 · 2 citations
    #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Space Physics (physics.space-ph)
  32. EasyTime: Time Series Forecasting Made Easy
    2024/12/23 by Xiangfei Qiu, Xiuwen Li, Qiu, Xiangfei +24 · 9 citations
    Computer Science · Business, Management and Accounting · #Time Series Analysis and Forecasting #Big Data and Business Intelligence
  33. Cavity-Vacuum-Induced Chiral Spin Liquids in Kagome Lattices: Tuning and Probing Topological Quantum Phases via Cavity Quantum Electrodynamics
    2024/11/12 by Wei, Chenan, Yang, Liu, Jiang, Qing-Dong · 3 citations
    #FOS: Physical sciences #Optics (physics.optics) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
  34. A Prediction Model of the Project Life-span in Open Source Software Ecosystem
    2017/10/31 by Zhifang Liao, Liao, Zhifang, Benhong Zhao +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
  35. aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model
    2018/01/05 by Yang Liu, Qingyao Ai, Yang, Liu +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  36. Domain Generalization for Cross-Receiver Radio Frequency Fingerprint Identification
    2024/11/06 by Zhang, Ying, Li, Qiang, Liu, Hongli +2 · 3 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  37. How Well Can Transformers Emulate In-context Newton's Method?
    2024/03/05 by Angeliki Giannou, Giannou, Angeliki, Yang Liu +7 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Measurement and Metrology Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Scientific Measurement and Uncertainty Evaluation #Sensor Technology and Measurement Systems
  38. Offline Trajectory Optimization for Offline Reinforcement Learning
    2024/04/16 by Ziqi Zhao, Zhao, Ziqi, Zhaochun Ren +14 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning
  39. Mitigating Receiver Impact on Radio Frequency Fingerprint Identification via Domain Adaptation
    2024/04/12 by Yang Liu, Qiang Li, Yang, Liu +7 · 2 citations
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Full-Duplex Wireless Communications #Hate Speech and Cyberbullying Detection
  40. Quantum Hall effect in a chiral cavity
    2025/03/14 by Yang, Liu, Cardoso, Gabriel, Hansson, Thors Hans +1 · 4 citations
    #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Other Condensed Matter (cond-mat.other) #Strongly Correlated Electrons (cond-mat.str-el)
  41. Nonvolatile optical control of interlayer stacking order in 1T-TaS2
    2024/05/05 by Liu, Junde, Liu, Pei, Yang, Liu +19 · 2 citations
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Strongly Correlated Electrons (cond-mat.str-el)
  42. Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data
    2021/05/19 by Chai, Di, Wang, Leye, Zhang, Junxue +4 · 1 citation
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  43. Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
    2024/10/08 by Xiong, Zheyang, Cai, Ziyang, Cooper, John +11 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. Rare Gems: Finding Lottery Tickets at Initialization
    2022/02/24 by Kartik K. Sreenivasan, Sreenivasan, Kartik, Jy-yong Sohn +14 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
  45. Generative Adversarial Learning for Intelligent Trust Management in 6G Wireless Networks
    2022/08/02 by Yang Liu, Yang, Liu, Yun Li +9 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
  46. A Survey on Vertical Federated Learning: From a Layered Perspective
    2023/04/04 by Yang, Liu, Chai, Di, Zhang, Junxue +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. GP-NAS-ensemble: a model for NAS Performance Prediction
    2023/01/23 by Chen, Kunlong, Yang, Liu, Chen, Yitian +3 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  48. Omni2: Unifying Omnidirectional Image Generation and Editing in an Omni Model
    2025/04/15 by Yang Liu, Huiyu Duan, Yang, Liu +17 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media and Philosophy #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  49. Cavity Quantum Hall Hydrodynamics
    2025/01/02 by Cardoso, Gabriel, Yang, Liu, Hansson, Thors Hans +1 · 2 citations
    #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Other Condensed Matter (cond-mat.other) #Strongly Correlated Electrons (cond-mat.str-el)
  50. LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs
    2025/07/22 by Zhezhuang Xu, Huiyu Duan, Xu, Zitong +19 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications
  51. Reinforcement Learning for Active Flow Control in Experiments
    2020/03/06 by Dixia Fan, Yang Liu, Fan, Dixia +5 · 2 citations
    Computer Science · Physics and Astronomy · Engineering · #Reinforcement Learning in Robotics #Model Reduction and Neural Networks #Lattice Boltzmann Simulation Studies
  52. Interface-controlled antiferromagnetic tunnel junctions
    2025/06/15 by Yang Liu, Yuanyuan Jiang, Yang, Liu +17 · 3 citations
    Engineering · Physics and Astronomy · #Acoustic Wave Resonator Technologies #Advanced MEMS and NEMS Technologies #FOS: Physical sciences #Magnetic properties of thin films #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
  53. TransLandSeg: A Transfer Learning Approach for Landslide Semantic Segmentation Based on Vision Foundation Model
    2024/03/15 by Changhong Hou, Junchuan Yu, Hou, Changhong +11 · 1 citation
    Environmental Science · #Landslides and related hazards
  54. AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional Images
    2024/04/01 by Yang, Liu, Duan, Huiyu, Teng, Long +6 · 1 citation
    #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
  55. LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models
    2024/06/02 by Liang Zhao, Zhao, Liang, Tianwen Wei +27 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  56. DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue
    2025/02/19 by Feiyuan Zhang, Zhang, Feiyuan, Zhu, Dezhi +12 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
  57. 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
  58. Improving Sequential Recommenders through Counterfactual Augmentation of System Exposure
    2025/04/18 by Zhao, Ziqi, Ren, Zhaochun, Yang, Jiyuan +7 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  59. Addressing Personalized Bias for Unbiased Learning to Rank
    2025/08/28 by Niu, Zechun, Mei, Lang, Yang, Liu +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  60. An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks
    2025/05/26 by Jinyan Wang, Yang Liu, Wang, Jinyan +13 · 2 citations
    Computer Science · Social Sciences · #Access Control and Trust #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software-Defined Networks and 5G
  61. A Tale of Two Shocks
    2025/06/04 by Wimmer-Schweingruber, Robert F., Trotta, Domenico, Kieokaew, Rungployphan +23 · 1 citation
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Plasma Physics (physics.plasm-ph) #Solar and Stellar Astrophysics (astro-ph.SR) #Space Physics (physics.space-ph)
  62. NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results
    2025/06/03 by Xiaohong Liu, Xiongkuo Min, Liu, Xiaohong +176 · 3 citations
    Computer Science · Medicine · #Seismology and Earthquake Studies #Radiomics and Machine Learning in Medical Imaging