| 2026 | SIGCSE | Developing Problem-Solving Competency in Data Science: Exploring A Case-Based Approach. | Lujie Karen Chen, Maryam M. Alomair, Muhammad Ali Yousuf, Shimei Pan |
| 2025 | ACL | GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. | Tao Zhang, Ziqian Zeng, YuxiangXiao YuxiangXiao, Huiping Zhuang, Cen Chen, James R. Foulds, Shimei Pan |
| 2025 | IJCAI | fairGNN-WOD: Fair Graph Learning Without Complete Demographics. | Zichong Wang, Fang Liu, Shimei Pan, Jun Liu, Fahad Saeed, Meikang Qiu, Wenbin Zhang |
| 2024 | EDM | Large Language Models for Intelligent Coaching in Data Science Problem Solving: A Preliminary Investigation. | Maryam Alomair, Shimei Pan, Lujie Karen Chen |
| 2024 | ICMI | DoubleDistillation: Enhancing LLMs for Informal Text Analysis using Multistage Knowledge Distillation from Speech and Text. | Fatema Hasan, Yulong Li, James R. Foulds, Shimei Pan, Bishwaranjan Bhattacharjee |
| 2023 | AAAI | Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract). | Maryam Alomair, Shimei Pan, Lujie Karen Chen |
| 2023 | IUI | The Keyword Explorer Suite: A Toolkit for Understanding Online Populations. | Philip Feldman, Shimei Pan, James R. Foulds |
| 2023 | WWW | International Workshop on Digital Twins for Smart Health. | Jun Deng, Ying Ding, Luke Achenie, Jinwei Liu, Shimei Pan, Sanjay Purushotham, Huanmei Wu, Qi Wang |
| 2022 | IUI | Do Humans Prefer Debiased AI Algorithms? A Case Study in Career Recommendation. | Clarice Wang, Kathryn Wang, Andrew Bian, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Shimei Pan |
| 2022 | LREC | Incorporating LIWC in Neural Networks to Improve Human Trait and Behavior Analysis in Low Resource Scenarios. | Isil Yakut Kilic, Shimei Pan |
| 2021 | AIES | Can We Obtain Fairness For Free? | Rashidul Islam, Shimei Pan, James R. Foulds |
| 2021 | EMNLP | Incorporating medical knowledge in BERT for clinical relation extraction. | Arpita Roy, Shimei Pan |
| 2021 | ICWSM | Analyzing COVID-19 Tweets with Transformer-based Language Models. | Philip Feldman, Sim Tiwari, Charissa S. L. Cheah, James R. Foulds, Shimei Pan |
| 2021 | ICWSM | Fair Representation Learning for Heterogeneous Information Networks. | Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan |
| 2021 | WWW | Debiasing Career Recommendations with Neural Fair Collaborative Filtering. | Rashidul Islam, Kamrun Naher Keya, Ziqian Zeng, Shimei Pan, James R. Foulds |
| 2021 | SDM | Equitable Allocation of Healthcare Resources with Fair Survival Models. | Kamrun Naher Keya, Rashidul Islam, Shimei Pan, Ian Stockwell, James R. Foulds |
| 2020 | AIED | Machine Learning and Student Performance in Teams. | Rohan Ahuja, Daniyal Khan, Sara Tahir, Magdalene Wang, Danilo Symonette, Shimei Pan, Simon Stacey, Don Engel |
| 2020 | Group | Towards the Automatic Assessment of Student Teamwork. | Rohan Ahuja, Daniyal Khan, Danilo Symonette, Shimei Pan, Simon Stacey, Don Engel |
| 2020 | ICDE | An Intersectional Definition of Fairness. | James R. Foulds, Rashidul Islam, Kamrun Naher Keya, Shimei Pan |
| 2020 | IJCAI | Incorporating Extra Knowledge to Enhance Word Embedding. | Arpita Roy, Shimei Pan |
| 2020 | ICTAI | Integrating Text Embedding with Traditional NLP Features for Clinical Relation Extraction. | Fatema Hasan, Arpita Roy, Shimei Pan |
| 2020 | SDM | Bayesian Modeling of Intersectional Fairness: The Variance of Bias. | James R. Foulds, Rashidul Islam, Kamrun Naher Keya, Shimei Pan |
| 2019 | EMNLP | Supervising Unsupervised Open Information Extraction Models. | Arpita Roy, Youngja Park, Taesung Lee, Shimei Pan |
| 2019 | IJCAI | Social Media-based User Embedding: A Literature Review. | Shimei Pan, Tao Ding |
| 2019 | ICTAI | Incorporating Domain Knowledge in Learning Word Embedding. | Arpita Roy, Youngja Park, Shimei Pan |
| 2019 | NAACL | Predicting Malware Attributes from Cybersecurity Texts. | Arpita Roy, Youngja Park, Shimei Pan |
| 2018 | ICTAI | Interpreting Social Media-Based Substance Use Prediction Models with Knowledge Distillation. | Tao Ding, Fatema Hasan, Warren K. Bickel, Shimei Pan |
| 2017 | CHI | Designing Speech, Acoustic and Multimodal Interactions. | Cosmin Munteanu, Pourang Irani, Sharon L. Oviatt, Matthew P. Aylett, Gerald Penn, Shimei Pan, Nikhil Sharma, Frank Rudzicz, Randy Gomez, Benjamin R. Cowan, Keisuke Nakamura |
| 2017 | EMNLP | Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction. | Tao Ding, Warren K. Bickel, Shimei Pan |
| 2017 | ICTAI | Automated Detection of Substance Use-Related Social Media Posts Based on Image and Text Analysis. | Arpita Roy, Anamika Paul, Hamed Pirsiavash, Shimei Pan |
| 2016 | AAAI | What's Hot in Intelligent User Interfaces. | Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson |
| 2016 | CHI | Designing Speech and Multimodal Interactions for Mobile, Wearable, and Pervasive Applications. | Cosmin Munteanu, Pourang Irani, Sharon L. Oviatt, Matthew P. Aylett, Gerald Penn, Shimei Pan, Nikhil Sharma, Frank Rudzicz, Randy Gomez, Keisuke Nakamura, Kazuhiro Nakadai |
| 2016 | ECAI | Cross-Domain Error Correction in Personality Prediction. | Isil Doga Yakut Kili, Shimei Pan |
| 2016 | EMNLP | Personalized Emphasis Framing for Persuasive Message Generation. | Tao Ding, Shimei Pan |
| 2016 | IJCAI | Improving Topic Model Stability for Effective Document Exploration. | Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara |
| 2016 | ICTAI | Analyzing and Preventing Bias in Text-Based Personal Trait Prediction Algorithms. | Isil Doga Yakut Kili, Shimei Pan |
| 2016 | ICTAI | Predicting Gene Functional Interactions with Semantic Word Embedding. | Arpita Roy, Shimei Pan |
| 2016 | WEBIST | An Empirical Study of the Effectiveness of using Sentiment Analysis Tools for Opinion Mining. | Tao Ding, Shimei Pan |
| 2016 | WEBIST | How Reliable Is Sentiment Analysis? A Multi-domain Empirical Investigation. | Tao Ding, Shimei Pan |
| 2015 | EMNLP | Using Personal Traits For Brand Preference Prediction. | Chao Yang, Shimei Pan, Jalal Mahmud, Huahai Yang, Padmini Srinivasan |
| 2015 | ICWSM | Signals of Expertise in Public and Enterprise Social Q&A. | Shimei Pan, Elijah Mayfield, Jie Lu, Jennifer C. Lai |
| 2015 | IUI | User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content. | Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara |
| 2014 | CIKM | PPLUM: A Framework for Large-Scale Personal Persuasion. | Shimei Pan, Michelle X. Zhou |
| 2014 | CIKM | Dare to Compare: Motivating Expertise Building in the Enterprise through Intelligent User Modeling Interfaces. | Mercan Topkara, Justin D. Weisz, Shimei Pan, Jie Lu, Jennifer C. Lai |
| 2014 | ISM | Composite Search for Distributed Multimedia Recorded Meetings. | Shimei Pan, Mercan Topkara, Steve Wood, Jeff Boston, Jennifer C. Lai |
| 2014 | IUI | Expediting expertise: supporting informal social learning in the enterprise. | Jennifer C. Lai, Jie Lu, Shimei Pan, Danny Soroker, Mercan Topkara, Justin D. Weisz, Jeff Boston, Jason Crawford |
| 2013 | IUI | Optimizing temporal topic segmentation for intelligent text visualization. | Shimei Pan, Michelle X. Zhou, Yangqiu Song, Weihong Qian, Fei Wang, Shixia Liu |
| 2012 | CHI | "You've got video": increasing clickthrough when sharing enterprise video with email. | Mercan Topkara, Shimei Pan, Jennifer C. Lai, Ahmet Dirik, Steve Wood, Jeff Boston |
| 2012 | CSCW | In case you missed it: benefits of attendee-shared annotations for non-attendees of remote meetings. | Mukesh Nathan, Mercan Topkara, Jennifer C. Lai, Shimei Pan, Steve Wood, Jeff Boston, Loren G. Terveen |
| 2012 | IUI | EPIC: a multi-tiered approach to enterprise email prioritization. | Jie Lu, Zhen Wen, Shimei Pan, Jennifer C. Lai |
| 2012 | VINCI | VISA: a visual sentiment analysis system. | Dongxu Duan, Weihong Qian, Shimei Pan, Lei Shi, Chuang Lin |
| 2011 | CSCW | Enterprise blogging in a global context: comparing Chinese and American practices. | Qinying Liao, Shimei Pan, Jennifer C. Lai, Chang Yang |
| 2011 | Interact | Analytic Trails: Supporting Provenance, Collaboration, and Reuse for Visual Data Analysis by Business Users. | Jie Lu, Zhen Wen, Shimei Pan, Jennifer C. Lai |
| 2011 | IUI | Information at your fingertips: contextual IR in enterprise email. | Jie Lu, Shimei Pan, Jennifer C. Lai, Zhen Wen |
| 2010 | AAAI | Constrained Coclustering for Textual Documents. | Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian |
| 2010 | IAAI | Natural Language Aided Visual Query Building for Complex Data Access. | Shimei Pan, Michelle X. Zhou, Keith Houck, Peter Kissa |
| 2010 | KDD | TIARA: a visual exploratory text analytic system. | Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang |
| 2009 | CIKM | Interactive, topic-based visual text summarization and analysis. | Shixia Liu, Michelle X. Zhou, Shimei Pan, Weihong Qian, Weijia Cai, Xiaoxiao Lian |
| 2009 | CIKM | Topic and keyword re-ranking for LDA-based topic modeling. | Yangqiu Song, Shimei Pan, Shixia Liu, Michelle X. Zhou, Weihong Qian |
| 2007 | IJCAI | Natural Language Query Recommendation in Conversation Systems. | Shimei Pan, James Shaw |
| 2007 | IUI | Building ubiquitous and robust speech and natural language interfaces. | Gary Geunbae Lee, Shimei Pan |
| 2006 | AAAI | Responsive Information Architect: Enabling Context-Sensitive Information Seeking. | Michelle X. Zhou, Keith Houck, Shimei Pan, James Shaw, Vikram Aggarwal, Zhen Wen |
| 2006 | IUI | Enabling context-sensitive information seeking. | Michelle X. Zhou, Keith Houck, Shimei Pan, James Shaw, Vikram Aggarwal, Zhen Wen |
| 2005 | ACL | Instance-based Sentence Boundary Determination by Optimization for Natural Language Generation. | Shimei Pan, James Shaw |
| 2005 | IUI | Two-way adaptation for robust input interpretation in practical multimodal conversation systems. | Shimei Pan, Siwei Shen, Michelle X. Zhou, Keith Houck |
| 2004 | AAAI | Responsive Information Architect: A Context-Sensitive Multimedia Conversation Framework for Information Seeking. | Michelle X. Zhou, Keith Houck, Rosario Uceda-Sosa, Shimei Pan, Min Chen, Vikram Aggarwal, James Shaw |
| 2004 | INLG | SEGUE: A Hybrid Case-Based Surface Natural Language Generator. | Shimei Pan, James Shaw |
| 2004 | Interspeech | A multi-layer conversation management approach for information seeking applications. | Shimei Pan |
| 2002 | ICMI | Context-Based Multimodal Input Understanding in Conversational Systems. | Joyce Y. Chai, Shimei Pan, Michelle X. Zhou, Keith Houck |
| 2002 | INLG | Designing a Speech Corpus for Instance-based Spoken Language Generation. | Shimei Pan, Wubin Weng |
| 2001 | Interspeech | Semantic abnormality and its realization in spoken language. | Shimei Pan, Kathleen R. McKeown, Julia Hirschberg |
| 2000 | AAAI | Predicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System. | Diane J. Litman, Shimei Pan |
| 2000 | ACL | Modeling Local Context for Pitch Accent Prediction. | Shimei Pan, Julia Hirschberg |
| 1999 | AAAI | Modeling Prosody Automatically in Concept-to-Speech Generation. | Shimei Pan |
| 1999 | EMNLP | Word Informativeness and Automatic Pitch Accent Modeling. | Shimei Pan, Kathleen R. McKeown |
| 1998 | ACL | Evaluating Response Strategies in a Web-Based Spoken Dialogue Agent. | Diane J. Litman, Shimei Pan, Marilyn A. Walker |
| 1998 | ACL | Learning Intonation Rules for Concept to Speech Generation. | Shimei Pan, Kathleen R. McKeown |
| 1996 | Interspeech | Spoken language generation in a multimedia system. | Shimei Pan, Kathleen R. McKeown |
| 1992 | COLING | Knowledge Acquisition And Chinese Parsing Based On Corpus. | Chunfa Yuan, Changning Huang, Shimei Pan |