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Shu Yang

  1. Causal Inference Methods for Combining Randomized Trials and Observational Studies: A Review
    2024/02/01 by Bénédicte Colnet, Imke Mayer, Guanhua Chen +6 · 19 citations
  2. MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology
    2024/03/11 by Shu Yang, Yang, Shu, Yihui Wang +3 · 18 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Gene expression and cancer classification
  3. Elastic Integrative Analysis of Randomized Trial and Real-World Data for\n Treatment Heterogeneity Estimation
    2020/05/21 by Shu Yang, Yang, Shu, Gao, Chenyin +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
  4. A review of spatial causal inference methods for environmental and\n epidemiological applications
    2020/07/06 by Brian J. Reich, Reich, Brian J, Shu Yang +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
  5. 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
  6. Causal inference with confounders missing not at random
    2019/08/19 by Shu Yang, S Yang, L Wang +3 · 9 citations
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
  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. A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications
    2021/05/31 by Brian J. Reich, Shu Yang, Yawen Guan +5 · 8 citations
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  9. Making the Cut: Lattice<i>Kirigami</i>Rules
    2014/08/27 by Toen Castle, Yigil Cho, Xingting Gong +4 · 1 voice · 1 citation
    Engineering · Materials Science · #Advanced Materials and Mechanics #Advanced Sensor and Energy Harvesting Materials #Supramolecular Self-Assembly in Materials #cond-mat.mes-hall #cond-mat.mtrl-sci #cond-mat.soft
  10. 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
  11. A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model
    2024/07/22 by Yingxue Xu, Yihui Wang, Xu, Yingxue +27 · 12 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
  12. Data fusion methods for the heterogeneity of treatment effect and confounding function
    2020/07/25 by Shu Yang, Yang, Shu, Liu, Siyi +4 · 5 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
  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, Tirole, Romain, Stefano Vezzoli +14 · 6 citations
    Engineering · Physics and Astronomy · #Photonic and Optical Devices #Photonic Crystals and Applications #Plasmonic and Surface Plasmon Research
  15. Semiparametric estimation of structural failure time model in continuous-time processes
    2018/08/20 by Shu Yang, Yang, Shu, Karen S. Pieper +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
  16. Exploring the Personality Traits of LLMs through Latent Features Steering
    2024/10/07 by Shu Yang, Yang, Shu, L. Liu +8 · 9 citations
    Social Sciences · #Artificial Intelligence in Law
  17. A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions
    2025/01/01 by Junchao Wu, Shuhua Yang, Shu Yang +6 · 1 voice · 7 citations
    Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  18. Understanding Aha Moments: from External Observations to Internal Mechanisms
    2025/04/03 by Shu Yang, Junchao Wu, Yang, Shu +11 · 14 citations
    Computer Science · Psychology · #Intelligent Tutoring Systems and Adaptive Learning #Constraint Satisfaction and Optimization #Child and Animal Learning Development
  19. 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
  20. Improving randomized controlled trial analysis via data-adaptive borrowing
    2023/06/29 by Chenyin Gao, Gao, Chenyin, Shu Yang +9 · 5 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
  21. 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
  22. Sensitivity Analysis for Unmeasured Confounding in Coarse Structural Nested Mean Models
    2017/02/14 by Shu Yang, Judith J. Lok · 2 citations
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  23. Generalized propensity score approach to causal inference with spatial interference
    2020/06/30 by Andrew Giffin, Giffin, Andrew, Brian J. Reich +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
  24. 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
  25. Doubly protected estimation for survival outcomes utilizing external controls for randomized clinical trials
    2024/10/24 by Chenyin Gao, Gao, Chenyin, Shu Yang +9 · 4 citations
    Mathematics · Economics, Econometrics and Finance · #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Health Systems, Economic Evaluations, Quality of Life
  26. Double Machine Learning Methods for Estimating Average Treatment Effects: A Comparative Study
    2022/04/23 by Xiaoqing Tan, Tan, Xiaoqing, Shu Yang +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
  27. 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
  28. 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
  29. 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
  30. Mixed Matrix Completion in Complex Survey Sampling under Heterogeneous Missingness
    2024/02/06 by Xiaojun Mao, Hengfang Wang, Mao, Xiaojun +5 · 2 citations
    Mathematics · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Survey Sampling and Estimation Techniques
  31. RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems
    2025/03/06 by Y. Zhang, Ouyang, Biao, Zhang, Yingying +14 · 4 citations
    Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Cloud Data Security Solutions #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. 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
  33. Estimating intervention effects on infectious disease control: the effect of community mobility reduction on Coronavirus spread
    2021/03/07 by Andrew Giffin, Wenlong Gong, Giffin, Andrew +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
  34. AISPA: User-Centric System Prompt Auditing for Large Language Model Applications
    2026/07/30 by Xiangning Lin, Shenzhe Zhu, Shu Yang +23 · 1 voice
    Computer Science · #cs.AI #cs.CL #cs.CY #cs.HC
  35. 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
  36. A conceptual model for the coronavirus disease 2019 (COVID-19) outbreak in Wuhan, China with individual reaction and governmental action
    2020/03/04 by Qianying Lin, Shi Zhao, Daozhou Gao +8 · 6 citations
    Economics, Econometrics and Finance · Mathematics · Medicine · #COVID-19 Pandemic Impacts #COVID-19 epidemiological studies #Viral Infections and Outbreaks Research
  37. 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
  38. Multiply robust estimators in longitudinal studies with missing data under control-based imputation
    2021/12/11 by Siyi Liu, Liu, Siyi, Shu Yang +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
  39. 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
  40. Understanding and Mitigating Cross-lingual Privacy Leakage via Language-specific and Universal Privacy Neurons
    2025/06/01 by Qingsong Yang, Dong, Wenshuo, Shu Yang +11 · 5 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Big Data and Digital Economy
  41. Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model
    2024/05/18 by Chenyin Gao, Zhiming Zhang, Gao, Chenyin +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)
  42. Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top
    2024/05/24 by Keyuan Cheng, Cheng, Keyuan, Ali, Muhammad Asif +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
  43. 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
  44. A genetically informed brain atlas for enhancing brain imaging genomics
    2025/04/14 by Jingxuan Bao, Junhao Wen, Changgee Chang +97 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Gene expression and cancer classification #Genetic Associations and Epidemiology #Advanced MRI Techniques and Applications
  45. The liability of gender: the effect of gender stereotypes on financing gaps for social startups
    2026/07/29 by Romi Kher, Scott L. Newbert, Shu Yang
    Business, Management and Accounting · Economics, Econometrics and Finance · #Community Development and Social Impact #Entrepreneurship Studies and Influences #Private Equity and Venture Capital
  46. Humanly: A Configurable and Traceable Environment for Human-AI Collaborative Writing
    2026/07/23 by Shenzhe Zhu, Haoqian Zhang, Xu Yang +7
    #cs.CL