| 2023 | AAAI | "Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion. | Zexue He, An Yan, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu |
| 2023 | EMNLP | MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation. | Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu |
| 2022 | CIKM | SPOT: Knowledge-Enhanced Language Representations for Information Extraction. | Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian J. McAuley, Chun-Nan Hsu |
| 2022 | IJCNN | Theoretical Rule-based Knowledge Graph Reasoning by Connectivity Dependency Discovery. | Canlin Zhang, Chun-Nan Hsu, Yannis Katsis, Ho-Cheol Kim, Yoshiki Vazquez-Baeza |
| 2021 | EMNLP | Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation. | An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu |
| 2020 | EMNLP | Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays. | Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian J. McAuley |
| 2017 | AMIA | The presence of highly similar notes within the MIMIC-III dataset. | Rodney A. Gabriel, Sanjeev Shenoy, Tsung-Ting Kuo, Julian J. McAuley, Chun-Nan Hsu |
| 2016 | AMIA | Review and Evaluation of the State of Standardization of Computable Phenotype. | Stephanie Feudjio Feupe, Ko-Wei Lin, Tsung-Ting Kuo, Chun-Nan Hsu, Hyeon-Eui Kim |
| 2016 | AMIA | Ensembles of NLP Tools for Data Element Extraction from Clinical Notes. | Tsung-Ting Kuo, Pallavi Rao, Cleo K. Maehara, Son Doan, Juan D. Chaparro, Michele E. Day, Claudiu Farcas, Lucila Ohno-Machado, Chun-Nan Hsu |
| 2016 | AMIA | Developing an Electronic Health Record-Based Cohort of Patients with Inflammatory Bowel Diseases for Observational Patient-Centered Outcomes Research. | Siddharth Singh, Paulina Paul, Chun-Nan Hsu, Lucila Ohno-Machado |
| 2016 | ICCS | Natural Language Processing using Kepler Workflow System: First Steps. | Ankit Goyal, Alok Singh, Shitij Bhargava, Daniel Crawl, Ilkay Altintas, Chun-Nan Hsu |
| 2013 | ICDM | Identifying Transformative Scientific Research. | Yi-Hung Huang, Chun-Nan Hsu, Kristina Lerman |
| 2011 | ICDM | Time-Aware Ranking in Dynamic Citation Networks. | Rumi Ghosh, Tsung-Ting Kuo, Chun-Nan Hsu, Shou-De Lin, Kristina Lerman |
| 2009 | ICASSP | Accelerating EM by targeted aggressive double extrapolation. | Han-Shen Huang, Bo-Hou Yang, Ren-Yuan Lyu, Chun-Nan Hsu |
| 2009 | ICML | Workshop summary: Automated interpretation and modelling of cell images. | Robert F. Murphy, Chun-Nan Hsu, Loris Nanni |
| 2008 | ISMB | Integrating high dimensional bi-directional parsing models for gene mention tagging. | Chun-Nan Hsu, Yu-Ming Chang, Cheng-Ju Kuo, Yu-Shi Lin, Han-Shen Huang, I-Fang Chung |
| 2007 | ICDM | Training Conditional Random Fields by Periodic Step Size Adaptation for Large-Scale Text Mining. | Han-Shen Huang, Yu-Ming Chang, Chun-Nan Hsu |
| 2006 | ICASSP | Speech Recognition on Code-Switching Among the Chinese Dialects. | Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-Chin Chiang, Chun-Nan Hsu |
| 2006 | ICDM | Global and Componentwise Extrapolation for Accelerating Data Mining from Large Incomplete Data Sets with the EM Algorithm. | Chun-Nan Hsu, Han-Shen Huang, Bo-Hou Yang |
| 2005 | ICDM | Triple Jump Acceleration for the EM Algorithm. | Han-Shen Huang, Bou-Ho Yang, Chun-Nan Hsu |
| 2004 | Interspeech | A unified framework for large vocabulary speech recognition of mutually unintelligible Chinese "regionalects". | Ren-Yuan Lyu, Dau-Cheng Lyu, Min-Siong Liang, Min-Hong Wang, Yuang-Chin Chiang, Chun-Nan Hsu |
| 2003 | ICASSP | Speaker verification without background speaker models. | Chun-Nan Hsu, Hau-Chung Yu, Bo-Hou Yang |
| 2003 | ICDM | The Hybrid Poisson Aspect Model for Personalized Shopping Recommendation. | Chun-Nan Hsu, Hao-Hsiang Chung, Han-Shen Huang |
| 2003 | IJCAI | Reconfigurable Web Wrapper Agents for Web Information Integration. | Chun-Nan Hsu, Chia-Hui Chang, Harianto Siek, Jiann-Jyh Lu, Jen-Jie Chiou |
| 2003 | IJCAI | Query Answering Using Ontologies in Agent-based Resource Sharing Environment for Biological Web Information Integrating. | Jiann-Jyh Lu, Chun-Nan Hsu |
| 2003 | Interspeech | Large vocabulary taiwanese (min-nan) speech recognition using tone features and statistical pronunciation modeling. | Dau-Cheng Lyu, Min-Siong Liang, Yuang-Chin Chiang, Chun-Nan Hsu, Ren-Yuan Lyu |
| 2002 | PRICAI | Recognizing 100 Speakers Using Homologous Naive Bayes. | Hung-Ju Huang, Chun-Nan Hsu |
| 2001 | CIKM | Induction of Integrated View for XML Data with Heterogeneous DTDs. | Euna Jeong, Chun-Nan Hsu |
| 2000 | AAAI | Ontology Integration in XML. | Euna Jeong, Chun-Nan Hsu |
| 2000 | AAAI | Ontology Integration in XML. | Euna Jeong, Chun-Nan Hsu |
| 2000 | ICML | Why Discretization Works for Naive Bayesian Classifiers. | Chun-Nan Hsu, Hung-Ju Huang, Tzu-Tsung Wong |
| 1998 | ICTAI | A weight analysis-based wrapper approach to neural nets feature subset selection. | Dietrich Schuschel, Chun-Nan Hsu |
| 1996 | AAAI | Discovering Robust Knowledge from Dynamic Closed World Data. | Chun-Nan Hsu, Craig A. Knoblock |
| 1995 | KDD | Estimating the Robustness of Discovered Knowledge. | Chun-Nan Hsu, Craig A. Knoblock |
| 1994 | CoopIS | Cooperating Agents for Information Retrieval. | Craig A. Knoblock, Yigal Arens, Chun-Nan Hsu |
| 1994 | ICML | Rule Induction for Semantic Query Optimization. | Chun-Nan Hsu, Craig A. Knoblock |
| 1994 | KDD | Rule Induction for Semantic Query Optimization. | Chun-Nan Hsu, Craig A. Knoblock |
| 1993 | CIKM | Reformulating Query Plans for Multidatabase Systems. | Chun-Nan Hsu, Craig A. Knoblock |