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Yang, Shu

  1. Causal inference methods for combining randomized trials and observational studies: a review
    2020/11/16 by Colnet, Bénédicte, Mayer, Imke, Chen, Guanhua +6 · 19 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  2. A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions
    2023/10/23 by Wu, Junchao, Yang, Shu, Zhan, Runzhe +3 · 28 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology
    2024/03/11 by Shu Yang, Yang, Shu, Yihui Wang +3 · 19 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Gene expression and cancer classification
  4. Elastic Integrative Analysis of Randomized Trial and Real-World Data for\n Treatment Heterogeneity Estimation
    2020/05/21 by Shu Yang, Yang, Shu, Donglin Zeng +4 · 10 citations
    Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
  5. A review of spatial causal inference methods for environmental and\n epidemiological applications
    2020/07/06 by Brian J. Reich, Shu Yang, Reich, Brian J +9 · 8 citations
    Mathematics · Medicine · #Advanced Causal Inference Techniques #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
  6. GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration
    2024/04/23 by Sunan He, Yuxiang Nie, He, Sunan +28 · 16 citations
    Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies
  7. Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation
    2023/04/04 by Tao Fang, Shu Yang, Fang, Tao +11 · 11 citations
    Computer Science · Medicine · #Topic Modeling #Text Readability and Simplification #Artificial Intelligence in Healthcare and Education
  8. Data fusion methods for the heterogeneity of treatment effect and confounding function
    2020/07/25 by Shu Yang, Yang, Shu, Donglin Zeng +4 · 6 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods and Inference
  9. A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model
    2024/07/22 by Yingxue Xu, Xu, Yingxue, Yihui Wang +27 · 13 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
    2024/05/08 by Dawei Li, Li, Dawei, Yang Shu +21 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  11. Visual Mamba: A Survey and New Outlooks
    2024/04/29 by Rui Xu, Xu, Rui, Shu Yang +8 · 9 citations
    Environmental Science · Social Sciences · #Impact of Light on Environment and Health #Global Maritime and Colonial Histories
  12. DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
    2024/10/31 by Wu, Junchao, Zhan, Runzhe, Wong, Derek F. +4 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Combining multiple observational data sources to estimate causal effects
    2018/01/02 by Shu Yang, Yang, Shu, Peng Ding +1 · 3 citations
    Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  14. Second harmonic generation at a time-varying interface
    2024/01/10 by Romain Tirole, Stefano Vezzoli, Tirole, Romain +14 · 7 citations
    Engineering · Physics and Astronomy · #Photonic and Optical Devices #Photonic Crystals and Applications #Plasmonic and Surface Plasmon Research
  15. MentalChat16K: A Benchmark Dataset for Conversational Mental Health Assistance
    2025/03/13 by Xu, Jia, Wei, Tianyi, Hou, Bojian +7 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  16. Causal inference with confounders missing not at random
    2017/02/13 by Yang, Shu, Wang, Linbo, Ding, Peng · 3 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  17. Doubly Robust Inference when Combining Probability and Non-probability Samples with High-dimensional Data
    2019/03/12 by Yang, Shu, Kim, Jae Kwang, Song, Rui · 3 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  18. Improving randomized controlled trial analysis via data-adaptive borrowing
    2023/06/29 by Chenyin Gao, Gao, Chenyin, Shu Yang +9 · 6 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods in Clinical Trials
  19. Semiparametric estimation of structural failure time model in continuous-time processes
    2018/08/20 by Shu Yang, Karen S. Pieper, Yang, Shu +3 · 3 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods and Inference
  20. Multiply robust estimation of causal effects under principal ignorability
    2020/12/03 by Jiang, Zhichao, Yang, Shu, Ding, Peng · 4 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  21. Exploring the Personality Traits of LLMs through Latent Features Steering
    2024/10/07 by Shu Yang, Yang, Shu, Zhu, Shenzhe +8 · 9 citations
    Social Sciences · #Artificial Intelligence in Law
  22. Understanding the Repeat Curse in Large Language Models from a Feature Perspective
    2025/04/19 by Yao, Junchi, Yang, Shu, Xu, Jianhua +3 · 14 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Understanding Aha Moments: from External Observations to Internal Mechanisms
    2025/04/03 by Shu Yang, Yang, Shu, Junchao Wu +11 · 14 citations
    Computer Science · Psychology · #Intelligent Tutoring Systems and Adaptive Learning #Constraint Satisfaction and Optimization #Child and Animal Learning Development
  24. Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1)
    2025/04/04 by Jing Bi, Susan Liang, Bi, Jing +31 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  25. Propensity score weighting for causal inference with clustered data
    2017/03/17 by Yang, Shu · 3 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  26. Transfer learning of individualized treatment rules from experimental to real-world data
    2021/08/19 by Lili Wu, Wu, Lili, Shu Yang +1 · 4 citations
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning and Algorithms #Methodology (stat.ME) #Statistical Methods and Inference
  27. Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements
    2025/02/18 by Shu Yang, S. S. Zhu, Yang, Shu +16 · 8 citations
    Computer Science · Business, Management and Accounting · Decision Sciences · #Imbalanced Data Classification Techniques #Financial Distress and Bankruptcy Prediction #Auction Theory and Applications
  28. A spatial causal analysis of wildland fire-contributed PM2.5 using numerical model output
    2020/03/12 by Larsen, Alexandra, Yang, Shu, Reich, Brian J. +1 · 2 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  29. Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition
    2024/08/07 by Yang, Shu, Luo, Luyang, Wang, Qiong +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Pretest estimation in combining probability and non-probability samples
    2023/05/28 by Gao, Chenyin, Yang, Shu · 4 citations
    #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
  31. Generalized propensity score approach to causal inference with spatial interference
    2020/06/30 by Andrew Giffin, Brian J. Reich, Giffin, Andrew +5 · 2 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Economic and Environmental Valuation #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
  32. Enhancing Statistical Validity and Power in Hybrid Controlled Trials: A Randomization Inference Approach with Conformal Selective Borrowing
    2024/10/15 by Zhu, Ke, Yang, Shu, Wang, Xiaofei · 6 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  33. Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore
    2024/05/07 by Wu, Junchao, Zhan, Runzhe, Wong, Derek F. +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Targeted Optimal Treatment Regime Learning Using Summary Statistics
    2022/01/17 by Chu, Jianing, Lu, Wenbin, Yang, Shu · 2 citations
    #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
  35. A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning
    2024/06/18 by Hu, Lijie, Liu, Liang, Yang, Shu +6 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  36. An Explainable Biomedical Foundation Model via Large-Scale Concept-Enhanced Vision-Language Pre-training
    2025/01/26 by Yuxiang Nie, Nie, Yuxiang, Sunan He +20 · 4 citations
    Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
  37. Doubly robust estimators for generalizing treatment effects on survival outcomes from randomized controlled trials to a target population
    2022/01/17 by Lee, Dasom, Yang, Shu, Wang, Xiaofei · 2 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  38. Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models
    2024/10/02 by Joseph Lee, Shu Yang, Lee, Joseph +19 · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #cs.CL #cs.LG #q-bio.GN
  39. Doubly protected estimation for survival outcomes utilizing external controls for randomized clinical trials
    2024/10/24 by Chenyin Gao, Shu Yang, Gao, Chenyin +9 · 4 citations
    Mathematics · Economics, Econometrics and Finance · #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Health Systems, Economic Evaluations, Quality of Life
  40. Double Machine Learning Methods for Estimating Average Treatment Effects: A Comparative Study
    2022/04/23 by Xiaoqing Tan, Shu Yang, Tan, Xiaoqing +9 · 2 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
  41. MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning
    2024/02/17 by Shu Yang, Muhammad Asif Ali, Yang, Shu +7 · 2 citations
    Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Semantic Web and Ontologies
  42. Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation
    2025/02/25 by Li, Tong, Yang, Shu, Wu, Junchao +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. Statistical Data Integration in Survey Sampling: A Review
    2020/01/09 by Yang, Shu, Kim, Jae Kwang · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)
  44. COADVISE: Covariate Adjustment with Variable Selection in Randomized Controlled Trials
    2025/01/15 by Liu, Yi, Zhu, Ke, Han, Larry +1 · 4 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  45. EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification
    2025/02/07 by Zhang, Lin, Dong, Wenshuo, Zhang, Zhuoran +5 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. Transporting survival of an HIV clinical trial to the external target populations
    2022/10/05 by Dasom Lee, Sujit K. Ghosh, Lee, Dasom +3 · 2 citations
    Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  47. A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron?
    2025/05/16 by Chen, Ada, Yongjiang Wu, Junyuan Zhang +13 · 7 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Software Engineering (cs.SE) #Web Application Security Vulnerabilities
  48. Prompt-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression
    2024/03/30 by Ali, Muhammad Asif, Li, Zhengping, Yang, Shu +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. Semiparametric Localized Principal Stratification Analysis with Continuous Strata
    2024/06/19 by Yichi Zhang, Zhang, Yichi, Shu Yang +1 · 3 citations
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
  50. SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization
    2020/07/09 by Boyuan Feng, Feng, Boyuan, Yuke Wang +9 · 1 citation
    Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Neural Network Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  51. Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs
    2025/06/08 by Zhou, Wenrui, Hendy, Mohamed, Yang, Shu +5 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. Semi-Parametric Sensitivity Analysis for Trials with Irregular and Informative Assessment Times
    2022/04/25 by Smith, Bonnie B., Gao, Yujing, Yang, Shu +3 · 2 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  53. A spectral adjustment for spatial confounding
    2020/12/22 by Guan, Yawen, Page, Garritt L., Reich, Brian J +2 · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)
  54. Mixed Matrix Completion in Complex Survey Sampling under Heterogeneous Missingness
    2024/02/06 by Xiaojun Mao, Mao, Xiaojun, Hengfang Wang +5 · 2 citations
    Mathematics · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Survey Sampling and Estimation Techniques
  55. Enhancing Treatment Effect Estimation: A Model Robust Approach Integrating Randomized Experiments and External Controls using the Double Penalty Integration Estimator
    2023/07/10 by Cheng, Yuwen, Wu, Lili, Yang, Shu · 2 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  56. Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning
    2025/05/22 by Yao, Junchi, Xu, Jianhua, Xin, Tianyu +4 · 6 citations
    #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  57. Understanding Reasoning in Chain-of-Thought from the Hopfieldian View
    2024/10/04 by Lijie Hu, Hu, Lijie, Liang Liu +13 · 2 citations
    Computer Science · Decision Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence #Scientific Research and Philosophical Inquiry
  58. Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data
    2023/01/13 by Zhao, Pan, Josse, Julie, Yang, Shu · 1 citation
    #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
  59. When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models
    2025/08/04 by Wang, Keyu, Li, Jin, Yang, Shu +2 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  60. Estimating intervention effects on infectious disease control: the effect of community mobility reduction on Coronavirus spread
    2021/03/07 by Andrew Giffin, Giffin, Andrew, Wenlong Gong +9 · 1 citation
    Economics, Econometrics and Finance · Mathematics · Social Sciences · #COVID-19 Pandemic Impacts #COVID-19 epidemiological studies #FOS: Computer and information sciences #Methodology (stat.ME) #Vaccine Coverage and Hesitancy
  61. RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns
    2025/08/18 by Xin Chen, Chen, Xin, Junchao Wu +17 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  62. Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs
    2024/03/30 by Yang Shu, Yang, Shu, Jiayuan Su +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  63. ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models
    2024/08/16 by Zeng, Chao, Liu, Songwei, Xie, Yusheng +6 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  64. GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference
    2024/12/23 by Zeng, Chao, Liu, Songwei, Yang, Shu +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  65. Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment
    2025/01/27 by Chengting Yu, Yu, Chengting, Xiaochen Zhao +11 · 2 citations
    Engineering · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Robotics and Automated Systems
  66. Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement
    2025/03/20 by Shuhua Yang, Yang, Shu, Chengting Yu +9 · 3 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
  67. Multiply robust estimators in longitudinal studies with missing data under control-based imputation
    2021/12/11 by Siyi Liu, Shu Yang, Liu, Siyi +5 · 1 citation
    Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  68. Functional principal component analysis with informative observation times
    2022/03/28 by Peijun Sang, Sang, Peijun, Dehan Kong +3 · 1 citation
    Decision Sciences · Mathematics · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  69. Understanding and Mitigating Cross-lingual Privacy Leakage via Language-specific and Universal Privacy Neurons
    2025/06/01 by Dong, Wenshuo, Qingsong Yang, Shu Yang +11 · 5 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Big Data and Digital Economy
  70. Targeted Data Fusion for Causal Survival Analysis Under Distribution Shift
    2025/01/30 by Liu, Yi, Levis, Alexander W., Zhu, Ke +3 · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
  71. Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model
    2024/05/18 by Chenyin Gao, Gao, Chenyin, Zhiming Zhang +3 · 1 citation
    Business, Management and Accounting · #Customer churn and segmentation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  72. A Bayesian Semiparametric Method For Estimating Causal Quantile Effects
    2022/11/03 by Xu, Steven G., Yang, Shu, Reich, Brian J. · 1 citation
    #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
  73. Geometrically Templated Dynamic Wrinkling from Suspended Poly(vinyl alcohol) Soap Films
    2025/03/08 by Gao, Yuchong, Chi, Yinding, Patel, Mohit +4 · 1 citation
    #Applied Physics (physics.app-ph) #FOS: Physical sciences #Soft Condensed Matter (cond-mat.soft)
  74. Real Effect or Bias? Best Practices for Evaluating the Robustness of Real-World Evidence through Quantitative Sensitivity Analysis for Unmeasured Confounding
    2023/09/13 by Faries, Douglas, Gao, Chenyin, Zhang, Xiang +7 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME) #Primary 62
  75. Rate doubly robust estimation for weighted average treatment effects
    2025/09/18 by Wang, Yiming, Liu, Yi, Yang, Shu · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
  76. Transfer Learning for Individualized Treatment Rules: Application to Sepsis Patients Data from eICU-CRD and MIMIC-III Databases
    2025/01/03 by Wang, Andong, Wentzlof, Kelly, Rajala, Johnny +3 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences
  77. From Promising Capability to Pervasive Bias: Assessing Large Language Models for Emergency Department Triage
    2025/04/22 by Lee, Joseph, Shang, Tianqi, Baik, Jae Young +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  78. Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top
    2024/05/24 by Keyuan Cheng, Cheng, Keyuan, Shu Yang +16 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  79. Robust Estimation and Inference in Hybrid Controlled Trials for Binary Outcomes: A Case Study on Non-Small Cell Lung Cancer
    2025/04/30 by Liu, Jiajun, Zhu, Ke, Yang, Shu +1 · 2 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  80. Revisiting the Fermion Sign Problem from the Structure of Lee-Yang Zeros. I. The Form of Partition Function for Indistinguishable Particles and Its Zeros at 0~K
    2025/07/30 by He, Ran-Chen, Zeng, Jia-Xi, Yang, Shu +3 · 4 citations
    #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)
  81. Backdooring CLIP through Concept Confusion
    2025/03/12 by Hu, Lijie, Liao, Junchi, Lyu, Weimin +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  82. Dissecting Representation Misalignment in Contrastive Learning via Influence Function
    2024/11/18 by Lijie Hu, Hu, Lijie, Chenyang Ren +12 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  83. Improving Quantization-aware Training of Low-Precision Network via Block Replacement on Full-Precision Counterpart
    2024/12/20 by Chengting Yu, Yu, Chengting, Yang Shu +9 · 1 citation
    Engineering · #Optical Systems and Laser Technology #Image Processing Techniques and Applications
  84. Large-scale Self-supervised Video Foundation Model for Intelligent Surgery
    2025/06/03 by Yang, Shu, Zhou, Fengtao, Mayer, Leon +16 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences