Active Learning for Large-Scale Entity Resolution. - Kun Qian 002; Lucian Popa 001; Prithviraj Sen (CIKM, 2017)

Approximation Algorithms for Schema-Mapping Discovery from Data Examples. - Balder ten Cate; Phokion G. Kolaitis; Kun Qian 002; Wang-Chiew Tan (ACM Trans. Database Syst., 2017)

Discovering Information Integration Specifications From Data Examples. - Kun Qian 002 (2017)

Exploiting Structure in Representation of Named Entities using Active Learning. - Nikita Bhutani; Kun Qian 002; Yunyao Li 001; H. V. Jagadish; Mauricio A. Hernández; Mitesh Vasa (COLING, 2018)

LUSTRE: An Interactive System for Entity Structured Representation and Variant Generation. - Kun Qian 002; Nikita Bhutani; Yunyao Li 001; H. V. Jagadish; Mauricio A. Hernández (ICDE, 2018)

Active Learning of GAV Schema Mappings. - Balder ten Cate; Phokion G. Kolaitis; Kun Qian 002; Wang-Chiew Tan (PODS, 2018)

Knowledge Refinement via Rule Selection. - Phokion G. Kolaitis; Lucian Popa 001; Kun Qian 002 (AAAI, 2019)

Low-resource Deep Entity Resolution with Transfer and Active Learning. - Jungo Kasai; Kun Qian 002; Sairam Gurajada; Yunyao Li 001; Lucian Popa 001 (ACL (1), 2019)

Learning-Based Methods with Human-in-the-Loop for Entity Resolution. - Sairam Gurajada; Lucian Popa 001; Kun Qian 002; Prithviraj Sen (CIKM, 2019)

Learning Explainable Entity Resolution Algorithms for Small Business Data using SystemER. - Kun Qian 002; Douglas Burdick; Sairam Gurajada; Lucian Popa 001 (DSMM@SIGMOD, 2019)

SystemER: A Human-in-the-loop System for Explainable Entity Resolution. - Kun Qian 002; Lucian Popa 001; Prithviraj Sen (Proc. VLDB Endow., 2019)

PARTNER: Human-in-the-Loop Entity Name Understanding with Deep Learning. - Kun Qian 002; Poornima Chozhiyath Raman; Yunyao Li 001; Lucian Popa 001 (AAAI, 2020)

Learning Structured Representations of Entity Names using ActiveLearning and Weak Supervision. - Kun Qian 002; Poornima Chozhiyath Raman; Yunyao Li 001; Lucian Popa 001 (EMNLP (1), 2020)

A Survey of the State of Explainable AI for Natural Language Processing. - Marina Danilevsky; Kun Qian 002; Ranit Aharonov; Yannis Katsis; Ban Kawas; Prithviraj Sen (AACL/IJCNLP, 2020)

XAIT: An Interactive Website for Explainable AI for Text. - Erick Oduor; Kun Qian 002; Yunyao Li 001; Lucian Popa 001 (IUI Companion, 2020)

An Intuitive User Interface for Human-in-the-loop Entity Name Parsing and Entity Variant Generation. - Kun Qian 002; Lucian Popa 001; Yunyao Li 001 (DaSH@KDD, 2020)

Ontology Mediated Information Extraction with MASTRO SYSTEM-T. - Domenico Lembo; Yunyao Li 001; Lucian Popa 001; Kun Qian 002; Federico Scafoglieri (ISWC (Demos/Industry), 2020)

Learning Structured Representations of Entity Names using Active Learning and Weak Supervision. - Kun Qian 002; Poornima Chozhiyath Raman; Yunyao Li 001; Lucian Popa 001 (CoRR, 2020)

Who needs to know what, when?: Broadening the Explainable AI (XAI) Design Space by Looking at Explanations Across the AI Lifecycle. - Shipi Dhanorkar; Christine T. Wolf; Kun Qian 002; Anbang Xu; Lucian Popa 001; Yunyao Li 001 (Conference on Designing Interactive Systems, 2021)

XNLP: A Living Survey for XAI Research in Natural Language Processing. - Kun Qian 002; Marina Danilevsky; Yannis Katsis; Ban Kawas; Erick Oduor; Lucian Popa 001; Yunyao Li 001 (IUI Companion, 2021)

Explainability for Natural Language Processing. - Marina Danilevsky; Shipi Dhanorkar; Yunyao Li 001; Lucian Popa 001; Kun Qian 002; Anbang Xu (KDD, 2021)

FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge. - Farima Fatahi Bayat; Kun Qian 002; Benjamin Han; Yisi Sang; Anton Belyi; Samira Khorshidi; Fei Wu; Ihab F. Ilyas; Yunyao Li 001 (EMNLP (Demos), 2023)

Open Domain Knowledge Extraction for Knowledge Graphs. - Kun Qian 002; Anton Belyi; Fei Wu; Samira Khorshidi; Azadeh Nikfarjam; Rahul Khot; Yisi Sang; Katherine Luna; Xianqi Chu; Eric Choi; Yash Govind; Chloe Seivwright; et al. (CoRR, 2023)

Time Sensitive Knowledge Editing through Efficient Finetuning. - Xiou Ge; Ali Mousavi 003; Edouard Grave; Armand Joulin; Kun Qian 002; Benjamin Han; Mostafa Arefiyan; Yunyao Li 001 (ACL (Short Papers), 2024)

Evaluation and Continual Improvement for an Enterprise AI Assistant. - Akash Maharaj; Kun Qian 002; Uttaran Bhattacharya; Sally Fang; Horia Galatanu; Manas Garg; Rachel Hanessian; Nishant Kapoor; Ken Russell; Shivakumar Vaithyanathan; Yunyao Li 001 (CoRR, 2024)

APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching. - Kun Qian 002; Yisi Sang; Farima Fatahi Bayat; Anton Belyi; Xianqi Chu; Yash Govind; Samira Khorshidi; Rahul Khot; Katherine Luna; Azadeh Nikfarjam; Xiaoguang Qi; Fei Wu; et al. (CoRR, 2024)

Evaluation and Incident Prevention in an Enterprise AI Assistant. - Akash V. Maharaj; David Arbour; Daniel Lee; Uttaran Bhattacharya; Anup B. Rao; Austin Zane; Avi Feller; Kun Qian 002; Yunyao Li 001 (AAAI, 2025)

FISQL: Enhancing Text-to-SQL Systems with Rich Interactive Feedback. - Rakesh Menon; Kun Qian 002; Liqun Chen; Ishika Joshi; Daniel Pandyan; Shashank Srivastava; Yunyao Li 001 (EDBT, 2025)

Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation. - Yuan Tian; Daniel Lee; Fei Wu; Tung Mai; Kun Qian 002; Siddhartha Sahai; Tianyi Zhang 001; Yunyao Li 001 (IUI, 2025)