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Yao Liu

  1. Symbolic Discovery of Optimization Algorithms
    2023/02/13 by Xiangning Chen, Chen, Xiangning, Chen Liang +21 · 3 voices · 68 citations
    #cs.LG #cs.AI #cs.CL #cs.CV #cs.NE
  2. Integrating the evidence for a terrestrial carbon sink caused by increasing atmospheric CO <sub>2</sub>
    2020/08/13 by Anthony P. Walker, Martin G. De Kauwe, Ana Bastos +59 · 20 citations
    Agricultural and Biological Sciences · Environmental Science · #Plant responses to elevated CO2 #Plant Water Relations and Carbon Dynamics #Climate variability and models
  3. Cognitive Bias in Decision-Making with LLMs
    2024/02/25 by Jessica Maria Echterhoff, Echterhoff, Jessica, Yao Liu +7 · 21 citations
    Business, Management and Accounting · Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  4. Generalized Federated Learning via Sharpness Aware Minimization
    2022/06/06 by Zhe Qu, Xingyu Li, Qu, Zhe +9 · 11 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  5. Identification of a tumour immune barrier in the HCC microenvironment that determines the efficacy of immunotherapy
    2023/01/26 by Yao Liu, Zhenzhen Xun, Kun Ma +23 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Medicine · #Cancer Immunotherapy and Biomarkers #Immune cells in cancer #Single-cell and spatial transcriptomics
  6. TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
    2023/10/09 by Zuxin Liu, Liu, Zuxin, Jesse Zhang +11 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  7. Flow Cessation Triggers Endothelial Dysfunction During Organ Cold Storage Conditions: Strategies for Pharmacologic Intervention
    2010/07/03 by Jorge Gracia-Sancho, Jordi Gracia‐Sancho, Guadalupe Villarreal +6 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Kruppel-like factors research #Organ Transplantation Techniques and Outcomes #Angiogenesis and VEGF in Cancer
  8. InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
    2024/02/13 by Jianing Wang, Junda Wu, Wang, Jianing +9 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. LoMar: A Local Defense Against Poisoning Attack on Federated Learning
    2022/01/08 by Xingyu Li, Li, Xingyu, Zhe Qu +9 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection
  10. On the Convergence of Multi-Server Federated Learning with Overlapping Area
    2022/08/16 by Zhe Qu, Qu, Zhe, Xingyu Li +9 · 3 citations
    Computer Science · #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  11. Information-Theoretic Limits of Integrated Sensing and Communication with Correlated Sensing and Channel States for Vehicular Networks
    2021/10/25 by Yao Liu, Liu, Yao, Min Li +7 · 2 citations
    Computer Science · Engineering · #Cognitive Radio Networks and Spectrum Sensing #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Power Line Communications and Noise
  12. Deep Learning for 3-D Inversion of Gravity Data
    2022/01/01 by Lianzhi Zhang, Guibin Zhang, Yao Liu +1 · 2 citations
  13. Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion
    2023/03/15 by Yao Liu, Liu, Yao, Zesheng Ye +7 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  14. TD Convergence: An Optimization Perspective
    2023/06/30 by Kavosh Asadi, Shoham Sabach, Asadi, Kavosh +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing
  15. Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection
    2019/02/27 by Yao Liu, Ying Tai, Liu, Yao +14 · 1 citation
    Computer Science · #Biometric Identification and Security #Face recognition and analysis #User Authentication and Security Systems
  16. Efficient extraction of deep image features using convolutional neural network (CNN) for applications in detecting and analysing complex food matrices
    2021/05/06 by Yao Liu, Hongbin Pu, Da‐Wen Sun +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Engineering · #Advanced Chemical Sensor Technologies #Identification and Quantification in Food #Spectroscopy and Chemometric Analyses
  17. Offline Policy Optimization with Eligible Actions
    2022/07/01 by Yao Liu, Liu, Yao, Yannis Flet-Berliac +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  18. D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
    2025/03/14 by Jia Zhang, Chenxi Zhang, Zhang, Jia +12 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Explainable Artificial Intelligence (XAI)
  19. Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokens
    2024/10/18 by Zhepeng Cen, Cen, Zhepeng, Yao Liu +11 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  20. Design and Analysis of a 28 GHz T/R Front-End Module in 22-nm FD-SOI CMOS Technology
    2021/03/01 by Xinyan Tang, Yao Liu, Giovanni Mangraviti +10 · 1 citation
    Engineering · #Radio Frequency Integrated Circuit Design #Advancements in Semiconductor Devices and Circuit Design #Advanced Power Amplifier Design
  21. A Cambrian soft-bodied biota after the first Phanerozoic mass extinction
    2026/01/28 by Han Zeng, Qi Liu, Fangchen Zhao +18 · 2 voices · 3 citations
    Earth and Planetary Sciences · #Paleontology and Stratigraphy of Fossils #Paleontology and Evolutionary Biology #Geological formations and processes
  22. Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task
    2023/04/11 by Sherry Ruan, Ruan, Sherry, Allen Nie +21 · 1 citation
    Computer Science · #Online Learning and Analytics #Intelligent Tutoring Systems and Adaptive Learning
  23. A tiny Cambrian stem-mandibulate reveals independent evolution of limb tagmatization and specialization in early euarthropods
    2025/05/31 by Yao Liu, Han Zeng, Fangchen Zhao +4 · 2 citations
    Earth and Planetary Sciences · Agricultural and Biological Sciences · #Paleontology and Stratigraphy of Fossils #Fossil Insects in Amber #Marine Biology and Ecology Research
  24. Precipitation Prediction Using an Ensemble of Lightweight Learners
    2023/11/30 by Xinzhe Li, Li, Xinzhe, Rui Sun +5 · 1 citation
    Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
  25. Interactions of glial cells with neuronal synapses, from astrocytes to microglia and oligodendrocyte lineage cells
    2023/02/17 by Yao Liu, Xi Shen, Yuhan Zhang +5 · 1 citation
    Neuroscience · #Neuroinflammation and Neurodegeneration Mechanisms #Neuroscience and Neuropharmacology Research #Neurogenesis and neuroplasticity mechanisms
  26. Offline Learning and Forgetting for Reasoning with Large Language Models
    2025/04/15 by Tianwei Ni, Allen Nie, Ni, Tianwei +9 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  27. Exponential contractivity and propagation of chaos for Langevin dynamics of McKean-Vlasov type with Lévy noises
    2024/02/19 by Yao Liu, Liu, Yao, Jian Wang +3 · 1 citation
    Mathematics · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Mathematics #Mathematical Biology Tumor Growth #Probability (math.PR) #Statistical Mechanics and Entropy
  28. JWST-MIRI Spectroscopy of Warm Molecular Emission and Variability in the AS 209 Disk
    2024/02/01 by Carlos E. Romero-Mirza, Karin I. Öberg, Romero-Mirza, Carlos E. +51 · 1 citation
    Earth and Planetary Sciences · Physics and Astronomy · #Astrophysics and Star Formation Studies #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #High-pressure geophysics and materials #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
  29. Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling
    2019/10/15 by Yao Liu, Pierre‐Luc Bacon, Liu, Yao +3 · 1 citation
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  30. A note on Lévy-driven McKean-Vlasov SDEs under monotonicity
    2024/12/02 by Jianhai Bao, Yao Liu, Bao, Jianhai +3 · 2 citations
    Economics, Econometrics and Finance · #Stochastic processes and financial applications #Economic theories and models #Financial Markets and Investment Strategies
  31. Rapid genomic DNA changes in allotetraploid fish hybrids
    2015/02/11 by J Wang, Litao Ye, L H Ye +26 · 9 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Chromosomal and Genetic Variations #Genetic diversity and population structure #CRISPR and Genetic Engineering
  32. Summary of the evidence for perioperative nutritional management of TIPS in patients with cirrhotic portal hypertension
    2026/07/30 by Yao Liu, Xinyu Zhao, Fan Zhang +5
  33. Fenced Citation-Context Retrieval for Case Law: Temporal Leakage and Degree Control Across Two Jurisdictions
    2026/07/19 by Yao Liu, Tien-Ping Tan, Zhilan Liu
    #cs.IR #cs.CL
  34. Dust masses of Upper Scorpius disks and their statistics
    2026/07/16 by Huiyi Deng, Yao Liu, Min Fang
    #astro-ph.EP #astro-ph.GA #astro-ph.SR