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Liu, Yao

  1. Symbolic Discovery of Optimization Algorithms
    2023/02/13 by Xiangning Chen, Chen Liang, Chen, Xiangning +21 · 3 voices · 68 citations
    #cs.LG #cs.AI #cs.CL #cs.CV #cs.NE
  2. Cognitive Bias in Decision-Making with LLMs
    2024/02/25 by Jessica Maria Echterhoff, Echterhoff, Jessica, Yao Liu +7 · 22 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
  3. Generalized Federated Learning via Sharpness Aware Minimization
    2022/06/06 by Zhe Qu, Xingyu Li, Qu, Zhe +9 · 14 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
  4. AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
    2024/10/17 by Yang, Ke, Liu, Yao, Chaudhary, Sapana +4 · 28 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
    2025/05/22 by Wei, Zhepei, Yao, Wenlin, Liu, Yao +9 · 39 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
    2023/10/09 by Zuxin Liu, Jesse Zhang, Liu, Zuxin +11 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  7. Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
    2020/02/10 by Gottesman, Omer, Futoma, Joseph, Liu, Yao +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
    2024/02/13 by Jianing Wang, Wang, Jianing, Junda Wu +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, Xingyu Li, Qu, Zhe +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. Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception
    2022/07/26 by Duan, Rui, Qu, Zhe, Zhao, Shangqing +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  12. MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation
    2023/10/21 by He, Zexue, Wang, Yu, Yan, An +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Water-Rich Disks around Late M-stars Unveiled: Exploring the Remarkable Case of Sz114
    2023/10/20 by Xie, Chengyan, Pascucci, Ilaria, Long, Feng +18 · 4 citations
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
  14. TD Convergence: An Optimization Perspective
    2023/06/30 by Kavosh Asadi, Shoham Sabach, Asadi, Kavosh +7 · 3 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. 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
  16. Tiny Object Tracking: A Large-scale Dataset and A Baseline
    2022/02/11 by Zhu, Yabin, Li, Chenglong, Liu, Yao +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Fundamental Limits of Multiple-Access Integrated Sensing and Communication Systems
    2022/05/11 by Liu, Yao, Li, Min, Liu, An +2 · 2 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  18. MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
    2025/08/19 by Kumar, Sonal, Sedláček, Šimon, Lokegaonkar, Vaibhavi +31 · 14 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  19. 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
  20. Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calibration Matters
    2018/07/03 by Raghu, Aniruddh, Gottesman, Omer, Liu, Yao +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. Off-Policy Policy Gradient with State Distribution Correction
    2019/04/17 by Liu, Yao, Swaminathan, Adith, Agarwal, Alekh +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection
    2019/02/27 by Yao Liu, Liu, Yao, Ying Tai +14 · 1 citation
    Computer Science · #Biometric Identification and Security #Face recognition and analysis #User Authentication and Security Systems
  23. IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification
    2022/01/10 by Hou, Tao, Wang, Tao, Lu, Zhuo +2 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  24. Offline Policy Optimization with Eligible Actions
    2022/07/01 by Yao Liu, Yannis Flet-Berliac, Liu, Yao +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
  25. 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)
  26. Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokens
    2024/10/18 by Zhepeng Cen, Yao Liu, Cen, Zhepeng +11 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  27. Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task
    2023/04/11 by Sherry Ruan, Allen Nie, Ruan, Sherry +21 · 1 citation
    Computer Science · #Online Learning and Analytics #Intelligent Tutoring Systems and Adaptive Learning
  28. When Your Reviewer is an LLM: Biases, Divergence, and Prompt Injection Risks in Peer Review
    2025/09/12 by Chunfang Zhu, Zhu, Changjia, Renwen Ma +8 · 3 citations
    Medicine · #Radiology practices and education
  29. 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
  30. Offline Learning and Forgetting for Reasoning with Large Language Models
    2025/04/15 by Tianwei Ni, Ni, Tianwei, Allen Nie +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
  31. 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
  32. JWST-MIRI Spectroscopy of Warm Molecular Emission and Variability in the AS 209 Disk
    2024/02/01 by Carlos E. Romero-Mirza, Romero-Mirza, Carlos E., Karin I. Öberg +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
  33. Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling
    2019/10/15 by Yao Liu, Liu, Yao, Pierre‐Luc Bacon +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
  34. Small and Large Dust Cavities in Disks around mid-M Stars in Taurus
    2024/02/28 by Shi, Yangfan, Long, Feng, Herczeg, Gregory J. +10 · 1 citation
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
  35. Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph
    2024/12/17 by Zhao, Yibo, Zhu, Jiapeng, Xu, Can +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. SEAGraph: Unveiling the Whole Story of Paper Review Comments
    2024/12/16 by Jianxiang Yu, Yu, Jianxiang, Jiaqi Tan +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Regularized Multi-LLMs Collaboration for Enhanced Score-based Causal Discovery
    2024/11/27 by Li, Xiaoxuan, Liu, Yao, Wang, Ruoyu +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  38. Ask a Strong LLM Judge when Your Reward Model is Uncertain
    2025/10/23 by Xu, Zhenghao, Lu, Qin, Zhang, Qingru +9 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. 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
  40. LAMOST Reveals Long-lived Protoplanetary Disks
    2025/01/08 by Wang, Xiao-Long, Fang, Min, Liu, Yao +2 · 1 citation
    #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences