Jinsung Yoon
- Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
2025/03/12 by Bowen Jin, Jin, Bowen, Hansi Zeng +14 · 14 voices · 390 citations
Computer Science · #Information Retrieval and Search Behavior #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.IR
- GAIN: Missing Data Imputation using Generative Adversarial Nets
2018/06/07 by Jinsung Yoon, James Jordon, Yoon, Jinsung +3 · 44 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Face and Expression Recognition
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data
2019/04/03 by Changhee Lee, Jinsung Yoon, Mihaela van der Schaar · 41 citations
Mathematics · Computer Science · Medicine · #Statistical Methods in Epidemiology #Machine Learning in Healthcare #Cystic Fibrosis Research Advances
- CutPaste: Self-Supervised Learning for Anomaly Detection and Localization
2021/04/08 by Chunliang Li, Kihyuk Sohn, Li, Chun-Liang +5 · 44 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
- Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks
2018/10/08 by Jinsung Yoon, William R. Zame, Mihaela van der Schaar · 36 citations
Computer Science · Mathematics · #Machine Learning in Healthcare #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
2024/07/16 by Hongjin Su, H. W. Yen, Su, Hongjin +26 · 40 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Semantic Web and Ontologies
- Data Valuation using Reinforcement Learning
2019/09/25 by Jinsung Yoon, Yoon, Jinsung, Sercan Ö. Arık +3 · 12 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
- Estimating Missing Data in Temporal Data Streams Using Multi-directional\n Recurrent Neural Networks
2017/11/23 by Jinsung Yoon, William R. Zame, Yoon, Jinsung +3 · 10 citations
Computer Science · Mathematics · #Machine Learning in Healthcare #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
- Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning
2024/04/15 by Sungwon Han, Jinsung Yoon, Han, Sungwon +5 · 17 citations
Computer Science · #Topic Modeling #Machine Learning and Data Classification #Natural Language Processing Techniques
- Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
2025/01/18 by Hongjin Su, Ruoxi Sun, Su, Hongjin +9 · 27 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
- Learning and Evaluating Representations for Deep One-class Classification
2020/11/04 by Kihyuk Sohn, Sohn, Kihyuk, Chunliang Li +7 · 7 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
- PaperBanana: Automating Academic Illustration for AI Scientists
2026/01/30 by Dawei Zhu, Rui Meng, Yale Song +4 · 10 voices · 1 citation
#cs.CL #cs.CV
- Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes
2017/04/27 by Ahmed M. Alaa, Jinsung Yoon, Scott Hu +1 · 19 citations
Computer Science · Medicine · #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment #Gaussian Processes and Bayesian Inference
- An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents
2025/05/21 by Bowen Jin, Jin, Bowen, Jinsung Yoon +7 · 18 citations
Computer Science · #Multi-Agent Systems and Negotiation
- Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection
2021/06/11 by Jinsung Yoon, Kihyuk Sohn, Yoon, Jinsung +9 · 2 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Influenza Virus Research Studies #Machine Learning (cs.LG)
- Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions
2024/07/17 by Jinsung Yoon, Raj Sinha, Yoon, Jinsung +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Hybrid Latent Reasoning via Reinforcement Learning
2025/05/24 by Zhenrui Yue, Bowen Jin, Yue, Zhenrui +15 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Reinforcement Learning in Robotics
- PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing
2026/04/06 by Yiwen Song, Yale Song, Tomas Pfister +1 · 3 voices
#cs.AI #cs.LG #cs.MA
- Personalized Donor-Recipient Matching for Organ Transplantation
2016/11/12 by Jinsung Yoon, Yoon, Jinsung, Ahmed M. Alaa +5 · 1 citation
Medicine · Computer Science · #Transplantation: Methods and Outcomes #Machine Learning in Healthcare
- RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks
2018/02/18 by Jinsung Yoon, J.B. Jordon, Yoon, Jinsung +4 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
- Personalized Risk Scoring for Critical Care Prognosis using Mixtures of\n Gaussian Processes
2016/10/27 by Ahmed M. Alaa, Alaa, Ahmed M., Jinsung Yoon +5 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Healthcare Technology and Patient Monitoring #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
- Trajectory Imputation in Multi-Agent Sports with Derivative-Accumulating Self-Ensemble
2024/08/20 by Hanjun Choi, Hyunsung Kim, Choi, Han-Jun +10 · 2 citations
Computer Science · Economics, Econometrics and Finance · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Sports Analytics and Performance #Time Series Analysis and Forecasting
- PAITS: Pretraining and Augmentation for Irregularly-Sampled Time Series
2023/08/25 by Nicasia Beebe-Wang, Sayna Ebrahimi, Beebe-Wang, Nicasia +7 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process Experts
2016/05/03 by Ahmed M. Alaa, Alaa, Ahmed M., Jinsung Yoon +5 · 1 citation
Computer Science · Medicine · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Healthcare Technology and Patient Monitoring #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Search-Adaptor: Embedding Customization for Information Retrieval
2023/10/12 by Jinsung Yoon, Sercan Ö. Arık, Yoon, Jinsung +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture
2025/09/30 by Y. F. Chen, J.-C. CHEN, Chen, Yongchao +14 · 3 citations
Computer Science · Engineering · #Software Testing and Debugging Techniques #Real-time simulation and control systems #Software System Performance and Reliability
- LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
2025/02/06 by Bowen Jin, Jin, Bowen, Jinsung Yoon +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Library Science and Information Systems
- Provable Membership Inference Privacy
2022/11/12 by Zachary Izzo, Izzo, Zachary, Jinsung Yoon +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques