| 2026 | AAAI | TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing. | Jongha Kim, Minseong Bae, Sanghyeok Lee, Jinsung Yoon, Hyunwoo J. Kim |
| 2026 | ACL | DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding. | Dawei Zhu, Rui Meng, Jiefeng Chen, Sujian Li, Tomas Pfister, Jinsung Yoon |
| 2026 | IUI | AcouLetter: Enabling Fine-Grained Mid-Air Alphabetic Thumb Gesture Recognition on Smartphones with Acoustic and Inertial Sensing. | Su Yeon Shim, Younho Nam, Jinsung Yoon, Wooyeol Jeong, Young-Joo Suh |
| 2026 | WACV | Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering. | Jongha Kim, Byungoh Ko, Jeehye Na, Jinsung Yoon, Hyunwoo J. Kim |
| 2025 | ACL | Debiasing Online Preference Learning via Preference Feature Preservation. | Dongyoung Kim, Jinsung Yoon, Jinwoo Shin, Jaehyung Kim |
| 2025 | ACL | Embedding-Converter: A Unified Framework for Cross-Model Embedding Transformation. | Jinsung Yoon, Sercan . Arik |
| 2025 | ASRU | Maestro-EVC: Controllable Emotional Voice Conversion Guided by References and Explicit Prosody. | Jinsung Yoon, Wooyeol Jeong, Jio Gim, Young-Joo Suh |
| 2025 | EMNLP | SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data. | Jinsung Yoon, Junhao Zeng, Sercan . Arik |
| 2025 | ICLR | Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG. | Bowen Jin, Jinsung Yoon, Jiawei Han, Sercan . Arik |
| 2025 | ICLR | Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments. | Hongjin Su, Ruoxi Sun, Jinsung Yoon, Pengcheng Yin, Tao Yu, Sercan . Arik |
| 2025 | ICLR | BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval. | Hongjin Su, Howard Yen, Mengzhou Xia, Weijia Shi, Niklas Muennighoff, Han-yu Wang, Haisu Liu, Quan Shi, Zachary S. Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan . Arik, Danqi Chen, Tao Yu |
| 2025 | ICML | Retrieval Augmented Time Series Forecasting. | Sungwon Han, Seungeon Lee, Meeyoung Cha, Sercan . Arik, Jinsung Yoon |
| 2025 | ICML | LLM Alignment as Retriever Optimization: An Information Retrieval Perspective. | Bowen Jin, Jinsung Yoon, Zhen Qin, Ziqi Wang, Wei Xiong, Yu Meng, Jiawei Han, Sercan . Arik |
| 2024 | ACL | Search-Adaptor: Embedding Customization for Information Retrieval. | Jinsung Yoon, Yanfei Chen, Sercan . Arik, Tomas Pfister |
| 2024 | EMNLP | Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval. | Yanfei Chen, Jinsung Yoon, Devendra Singh Sachan, Qingze Wang, Vincent Cohen-Addad, MohammadHossein Bateni, Chen-Yu Lee, Tomas Pfister |
| 2024 | EMNLP | Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions. | Jinsung Yoon, Rajarishi Sinha, Sercan mer Arik, Tomas Pfister |
| 2024 | ICML | Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning. | Sungwon Han, Jinsung Yoon, Sercan . Arik, Tomas Pfister |
| 2023 | EMNLP | Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs. | Jiefeng Chen, Jinsung Yoon, Sayna Ebrahimi, Sercan . Arik, Tomas Pfister, Somesh Jha |
| 2023 | KDD | Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM. | Hyunsung Kim, Han-Jun Choi, Changjo Kim, Jinsung Yoon, Sang-Ki Ko |
| 2023 | KDD | Data-Efficient and Interpretable Tabular Anomaly Detection. | Chun-Hao Chang, Jinsung Yoon, Sercan . Arik, Madeleine Udell, Tomas Pfister |
| 2023 | WACV | Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types. | Kihyuk Sohn, Jinsung Yoon, Chun-Liang Li, Chen-Yu Lee, Tomas Pfister |
| 2022 | KDD | SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data. | Hyunsung Kim, Bit Kim, Dongwook Chung, Jinsung Yoon, Sang-Ki Ko |
| 2021 | CVPR | CutPaste: Self-Supervised Learning for Anomaly Detection and Localization. | Chun-Liang Li, Kihyuk Sohn, Jinsung Yoon, Tomas Pfister |
| 2021 | ICLR | Clairvoyance: A Pipeline Toolkit for Medical Time Series. | Daniel Jarrett, Jinsung Yoon, Ioana Bica, Zhaozhi Qian, Ari Ercole, Mihaela van der Schaar |
| 2021 | ICLR | Learning and Evaluating Representations for Deep One-Class Classification. | Kihyuk Sohn, Chun-Liang Li, Jinsung Yoon, Minho Jin, Tomas Pfister |
| 2020 | ICML | Data Valuation using Reinforcement Learning. | Jinsung Yoon, Sercan mer Arik, Tomas Pfister |
| 2019 | ICLR | KnockoffGAN: Generating Knockoffs for Feature Selection using Generative Adversarial Networks. | James Jordon, Jinsung Yoon, Mihaela van der Schaar |
| 2019 | ICLR | PATE-GAN: Generating Synthetic Data with Differential Privacy Guarantees. | James Jordon, Jinsung Yoon, Mihaela van der Schaar |
| 2019 | ICLR | INVASE: Instance-wise Variable Selection using Neural Networks. | Jinsung Yoon, James Jordon, Mihaela van der Schaar |
| 2018 | AAAI | DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks. | Changhee Lee, William R. Zame, Jinsung Yoon, Mihaela van der Schaar |
| 2018 | ICLR | GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets. | Jinsung Yoon, James Jordon, Mihaela van der Schaar |
| 2018 | ICLR | Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks. | Jinsung Yoon, William R. Zame, Mihaela van der Schaar |
| 2018 | ICML | GAIN: Missing Data Imputation using Generative Adversarial Nets. | Jinsung Yoon, James Jordon, Mihaela van der Schaar |
| 2018 | ICML | RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks. | Jinsung Yoon, James Jordon, Mihaela van der Schaar |
| 2017 | AAAI | Personalized Donor-Recipient Matching for Organ Transplantation. | Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar |
| 2016 | AAAI | Adaptive Ensemble Learning with Confidence Bounds for Personalized Diagnosis. | Cem Tekin, Jinsung Yoon, Mihaela van der Schaar |
| 2016 | ICML | ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission. | Jinsung Yoon, Ahmed M. Alaa, Scott Hu, Mihaela van der Schaar |