Lucian Popa

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 54

Top Venues

Publications

Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. CoRR (2024)
Ronald Fagin, Phokion G. Kolaitis, Domenico Lembo, Lucian Popa, Federico Scafoglieri
Combining Entity Resolution and Query Answering in Ontologies: A Formal Conceptual Framework. SEBD (2024)
Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. AAAI (2024)
Bingsheng Yao, Ishan Jindal, Lucian Popa, Yannis Katsis, Sayan Ghosh, Lihong He, Yuxuan Lu, Shashank Srivastava, Yunyao Li, James A. Hendler, Dakuo Wang
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture. EMNLP (Findings) (2023)
Bingsheng Yao, Prithviraj Sen, Lucian Popa, James A. Hendler, Dakuo Wang
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations. CoRR (2023)
Bingsheng Yao, Ishan Jindal, Lucian Popa, Yannis Katsis, Sayan Ghosh, Lihong He, Yuxuan Lu, Shashank Srivastava, James A. Hendler, Dakuo Wang
Beyond Labels: Empowering Human with Natural Language Explanations through a Novel Active-Learning Architecture. CoRR (2023)
Bingsheng Yao, Prithviraj Sen, Lucian Popa, James A. Hendler, Dakuo Wang
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations. ACL (1) (2023)
Ronald Fagin, Phokion G. Kolaitis, Domenico Lembo, Lucian Popa, Federico Scafoglieri
A Framework for Combining Entity Resolution and Query Answering in Knowledge Bases. KR (2023)
Pritom Saha Akash, Kashob Kumar Roy, Lucian Popa, Kevin Chen-Chuan Chang
Long-form Question Answering: An Iterative Planning-Retrieval-Generation Approach. CoRR (2023)
KirshnaTeja Killamsetty, Alexandre V. Evfimievski, Tejaswini Pedapati, Kiran Kate, Lucian Popa, Rishabh K. Iyer
MILO: Model-Agnostic Subset Selection Framework for Efficient Model Training and Tuning. CoRR (2023)
Farnaz Jahanbakhsh, Yannis Katsis, Dakuo Wang, Lucian Popa, Michael J. Muller
Exploring the Use of Personalized AI for Identifying Misinformation on Social Media. CHI (2023)
Ronald Fagin, Phokion G. Kolaitis, Domenico Lembo, Lucian Popa, Federico Scafoglieri
A Framework for Combining Entity Resolution and Query Answering in Knowledge Bases. CoRR (2023)
Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang, Yunyao Li, Lucian Popa, ChengXiang Zhai
Domain Representative Keywords Selection: A Probabilistic Approach. ACL (Findings) (2022)
Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang, Yunyao Li, Lucian Popa, ChengXiang Zhai
Domain Representative Keywords Selection: A Probabilistic Approach. CoRR (2022)
Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han
Entity Set Co-Expansion in StackOverflow. CoRR (2022)
KrishnaTeja Killamsetty, Guttu Sai Abhishek, Aakriti, Alexandre V. Evfimievski, Lucian Popa, Ganesh Ramakrishnan, Rishabh K. Iyer
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning. CoRR (2022)
Ayush Maheshwari, KrishnaTeja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer, Marina Danilevsky, Lucian Popa
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming. ACL (Findings) (2022)
KrishnaTeja Killamsetty, Guttu Sai Abhishek, Aakriti, Ganesh Ramakrishnan, Alexandre V. Evfimievski, Lucian Popa, Rishabh K. Iyer
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning. NeurIPS (2022)
Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han
Entity Set Co-Expansion in StackOverflow. Big Data (2022)
Kun Qian, Marina Danilevsky, Yannis Katsis, Ban Kawas, Erick Oduor, Lucian Popa, Yunyao Li
XNLP: A Living Survey for XAI Research in Natural Language Processing. IUI Companion (2021)
Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel N. Valente, Dakuo Wang, Alexandre V. Evfimievski, Sairam Gurajada, Ban Kawas, A. Cristiano I. Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li
AutoText: An End-to-End AutoAI Framework for Text. AAAI (2021)
Marina Danilevsky, Shipi Dhanorkar, Yunyao Li, Lucian Popa, Kun Qian, Anbang Xu
Explainability for Natural Language Processing. KDD (2021)
Eduard C. Dragut, Yunyao Li, Lucian Popa, Slobodan Vucetic
Data Science with Human in the Loop. KDD (2021)
Shqiponja Ahmetaj, Vasilis Efthymiou, Ronald Fagin, Phokion G. Kolaitis, Chuan Lei, Fatma Özcan, Lucian Popa
Ontology-Enriched Query Answering on Relational Databases. AAAI (2021)
Shipi Dhanorkar, Christine T. Wolf, Kun Qian, Anbang Xu, Lucian Popa, Yunyao Li
Who needs to know what, when?: Broadening the Explainable AI (XAI) Design Space by Looking at Explanations Across the AI Lifecycle. Conference on Designing Interactive Systems (2021)
Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering. ACL/IJCNLP (Findings) (2021)
Xinyi Zheng, Douglas Burdick, Lucian Popa, Xu Zhong, Nancy Xin Ru Wang
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context. WACV (2021)
Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander G. Gray
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking. ACL/IJCNLP (1) (2021)
Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander G. Gray
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking. CoRR (2021)
Ayush Maheshwari, KrishnaTeja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer, Marina Danilevsky, Lucian Popa
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming. CoRR (2021)
Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa
PARTNER: Human-in-the-Loop Entity Name Understanding with Deep Learning. AAAI (2020)
Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning. CoRR (2020)
Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. CoRR (2020)
Domenico Lembo, Yunyao Li, Lucian Popa, Kun Qian, Federico Scafoglieri
Ontology Mediated Information Extraction with MASTRO SYSTEM-T. ISWC (Demos/Industry) (2020)
Erick Oduor, Kun Qian, Yunyao Li, Lucian Popa
XAIT: An Interactive Website for Explainable AI for Text. IUI Companion (2020)
Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. SIGMOD Conference (2020)
Xinyi Zheng, Douglas Burdick, Lucian Popa, Nancy Xin Ru Wang
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context. CoRR (2020)
Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa
Learning Structured Representations of Entity Names using ActiveLearning and Weak Supervision. EMNLP (1) (2020)
Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision. CoRR (2020)
Domenico Lembo, Yunyao Li, Lucian Popa, Federico Maria Scafoglieri
Ontology mediated information extraction in financial domain with Mastro System-T. DSMM@SIGMOD (2020)
Kun Qian, Lucian Popa, Yunyao Li
An Intuitive User Interface for Human-in-the-loop Entity Name Parsing and Entity Variant Generation. DaSH@KDD (2020)
Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li, Lucian Popa
Low-resource Deep Entity Resolution with Transfer and Active Learning. ACL (1) (2019)
Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li, Lucian Popa
Low-resource Deep Entity Resolution with Transfer and Active Learning. CoRR (2019)
Phokion G. Kolaitis, Lucian Popa, Kun Qian
Knowledge Refinement via Rule Selection. CoRR (2019)
Sairam Gurajada, Lucian Popa, Kun Qian, Prithviraj Sen
Learning-Based Methods with Human-in-the-Loop for Entity Resolution. CIKM (2019)
Douglas Burdick, Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang-Chiew Tan
Expressive power of entity-linking frameworks. J. Comput. Syst. Sci. 100 (2019)
Kun Qian, Douglas Burdick, Sairam Gurajada, Lucian Popa
Learning Explainable Entity Resolution Algorithms for Small Business Data using SystemER. DSMM@SIGMOD (2019)
Phokion G. Kolaitis, Lucian Popa, Kun Qian
Knowledge Refinement via Rule Selection. AAAI (2019)
Kun Qian, Lucian Popa, Prithviraj Sen
SystemER: A Human-in-the-loop System for Explainable Entity Resolution. Proc. VLDB Endow. 12 (12) (2019)
Min Li, Douglas Burdick, Rajasekar Krishnamurthy, Lucian Popa
Defining and Capturing the Competitor Relationship across Financial Datasets. DSMM@SIGMOD (2018)
Douglas Burdick, Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang Chiew Tan
Expressive Power of Entity-Linking Frameworks. ICDT (2017)
Kun Qian, Lucian Popa, Prithviraj Sen
Active Learning for Large-Scale Entity Resolution. CIKM (2017)
Douglas Burdick, Lucian Popa, Rajasekar Krishnamurthy
Towards High-Precision and Reusable Entity Resolution Algorithms over Sparse Financial Datasets. DSMM@SIGMOD (2016)
Douglas Burdick, Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang-Chiew Tan
A Declarative Framework for Linking Entities. ACM Trans. Database Syst. 41 (3) (2016)
Douglas Burdick, Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang Chiew Tan
A Declarative Framework for Linking Entities. ICDT (2015)
Douglas Burdick, Alexandre V. Evfimievski, Rajasekar Krishnamurthy, Neal Lewis, Lucian Popa, Scott Rickards, Peter Williams
Financial Analytics from Public Data. DSMM (2014)
Douglas Burdick, Michael J. Franklin, Paulo Issler, Rajasekar Krishnamurthy, Lucian Popa, Louiqa Raschid, Richard Stanton, Nancy Wallace
Data Science Challenges in Real Estate Asset and Capital Markets. DSMM (2014)
Mauricio A. Hernández, Georgia Koutrika, Rajasekar Krishnamurthy, Lucian Popa, Ryan Wisnesky
HIL: a high-level scripting language for entity integration. EDBT (2013)
Bogdan Alexe, Douglas Burdick, Mauricio A. Hernández, Georgia Koutrika, Rajasekar Krishnamurthy, Lucian Popa, Ioana Stanoi, Ryan Wisnesky
High-Level Rules for Integration and Analysis of Data: New Challenges. In Search of Elegance in the Theory and Practice of Computation (2013)
Oktie Hassanzadeh, Ken Q. Pu, Soheil Hassas Yeganeh, Renée J. Miller, Lucian Popa, Mauricio A. Hernández, Howard Ho
Discovering Linkage Points over Web Data. Proc. VLDB Endow. 6 (6) (2013)
Bogdan Alexe, Mauricio A. Hernández, Lucian Popa, Wang Chiew Tan
MapMerge: correlating independent schema mappings. VLDB J. 21 (2) (2012)
Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang Chiew Tan
Reverse data exchange: Coping with nulls. ACM Trans. Database Syst. 36 (2) (2011)
Douglas Burdick, Mauricio A. Hernández, Howard Ho, Georgia Koutrika, Rajasekar Krishnamurthy, Lucian Popa, Ioana Stanoi, Shivakumar Vaithyanathan, Sanjiv R. Das
Extracting, Linking and Integrating Data from Public Sources: A Financial Case Study. IEEE Data Eng. Bull. 34 (3) (2011)
Sreeram Balakrishnan, Vivian Chu, Mauricio A. Hernández, Howard Ho, Rajasekar Krishnamurthy, Shixia Liu, Jan Pieper, Jeffrey S. Pierce, Lucian Popa, Christine Robson, Lei Shi, Ioana Roxana Stanoi, Edison L. Ting, Shivakumar Vaithyanathan, Huahai Yang
Midas: integrating public financial data. SIGMOD Conference (2010)
Bogdan Alexe, Mauricio A. Hernández, Lucian Popa, Wang Chiew Tan
MapMerge: Correlating Independent Schema Mappings. Proc. VLDB Endow. 3 (1) (2010)
Ryan Wisnesky, Mauricio A. Hernández, Lucian Popa
Mapping polymorphism. ICDT (2010)
Ahmed Radwan, Lucian Popa, Ioana Roxana Stanoi, Akmal A. Younis
Top-k generation of integrated schemas based on directed and weighted correspondences. SIGMOD Conference (2009)
Ronald Fagin, Laura M. Haas, Mauricio A. Hernández, Renée J. Miller, Lucian Popa, Yannis Velegrakis
Clio: Schema Mapping Creation and Data Exchange. Conceptual Modeling: Foundations and Applications (2009)
Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang Chiew Tan
Reverse data exchange: coping with nulls. PODS (2009)
Michael N. Gubanov, Lucian Popa, C. T. Howard Ho, Hamid Pirahesh, Jeng-Yih Chang, Shr-Chang Chen
IBM UFO Repository. Proc. VLDB Endow. 2 (2) (2009)
Ronald Fagin, Phokion G. Kolaitis, Alan Nash, Lucian Popa
Towards a theory of schema-mapping optimization. PODS (2008)
Bogdan Alexe, Michael N. Gubanov, Mauricio A. Hernández, C. T. Howard Ho, Jen-Wei Huang, Yannis Katsis, Lucian Popa, Barna Saha, Ioana Stanoi
Simplifying Information Integration: Object-Based Flow-of-Mappings Framework for Integration. BIRTE (2008)
Laura Chiticariu, Phokion G. Kolaitis, Lucian Popa
Interactive generation of integrated schemas. SIGMOD Conference (2008)
Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang Chiew Tan
Quasi-inverses of schema mappings. ACM Trans. Database Syst. 33 (2) (2008)
Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang Chiew Tan
Quasi-inverses of schema mappings. PODS (2007)
Mauricio A. Hernández, Howard Ho, Lucian Popa, Ariel Fuxman, Renée J. Miller, Takeshi Fukuda, Paolo Papotti
Creating Nested Mappings with Clio. ICDE (2007)
Laura Chiticariu, Mauricio A. Hernández, Phokion G. Kolaitis, Lucian Popa
Semi-Automatic Schema Integration in Clio. VLDB (2007)
Haifeng Jiang, Howard Ho, Lucian Popa, Wook-Shin Han
Mapping-driven XML transformation. WWW (2007)
Mary Roth, Mauricio A. Hernández, Phil Coulthard, Ling-Ling Yan, Lucian Popa, C. T. Howard Ho, C. C. Salter
XML mapping technology: Making connections in an XML-centric world. IBM Syst. J. 45 (2) (2006)
Alin Deutsch, Lucian Popa, Val Tannen
Query reformulation with constraints. SIGMOD Rec. 35 (1) (2006)
Ariel Fuxman, Mauricio A. Hernández, C. T. Howard Ho, Renée J. Miller, Paolo Papotti, Lucian Popa
Nested Mappings: Schema Mapping Reloaded. VLDB (2006)
Ronald Fagin, Phokion G. Kolaitis, Lucian Popa
Data exchange: getting to the core. ACM Trans. Database Syst. 30 (1) (2005)
Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang Chiew Tan
Composing schema mappings: Second-order dependencies to the rescue. ACM Trans. Database Syst. 30 (4) (2005)
Cong Yu, Lucian Popa
Semantic Adaptation of Schema Mappings when Schemas Evolve. VLDB (2005)
Mauricio A. Hernández, Lucian Popa, Howard Ho, Felix Naumann
Clio: A Schema Mapping Tool for Information Integration. ISPAN (2005)
Ronald Fagin, Phokion G. Kolaitis, Renée J. Miller, Lucian Popa
Data exchange: semantics and query answering. Theor. Comput. Sci. 336 (1) (2005)
Laura M. Haas, Mauricio A. Hernández, Howard Ho, Lucian Popa, Mary Roth
Clio grows up: from research prototype to industrial tool. SIGMOD Conference (2005)
Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang Chiew Tan
Composing Schema Mappings: Second-Order Dependencies to the Rescue. PODS (2004)
Yannis Velegrakis, Renée J. Miller, Lucian Popa, John Mylopoulos
ToMAS: A System for Adapting Mappings while Schemas Evolve. ICDE (2004)
Yannis Velegrakis, Renée J. Miller, Lucian Popa
Preserving mapping consistency under schema changes. VLDB J. 13 (3) (2004)
Cong Yu, Lucian Popa
Constraint-Based XML Query Rewriting For Data Integration. SIGMOD Conference (2004)
Ronald Fagin, Phokion G. Kolaitis, Lucian Popa
Data exchange: getting to the core. PODS (2003)
Yannis Velegrakis, Renée J. Miller, Lucian Popa
Mapping Adaptation under Evolving Schemas. VLDB (2003)
Ronald Fagin, Phokion G. Kolaitis, Renée J. Miller, Lucian Popa
Data Exchange: Semantics and Query Answering. ICDT (2003)
Mauricio A. Hernández, Lucian Popa, Yannis Velegrakis, Renée J. Miller, Felix Naumann, Ching-Tien Ho
Mapping XML and Relational Schemas with Clio. ICDE (2002)
Periklis Andritsos, Ronald Fagin, Ariel Fuxman, Laura M. Haas, Mauricio A. Hernández, C. T. Howard Ho, Anastasios Kementsietsidis, Renée J. Miller, Felix Naumann, Lucian Popa, Yannis Velegrakis, Charlotte Vilarem, Ling-Ling Yan
Schema Management. IEEE Data Eng. Bull. 25 (3) (2002)
Lucian Popa, Yannis Velegrakis, Renée J. Miller, Mauricio A. Hernández, Ronald Fagin
Translating Web Data. VLDB (2002)
Renée J. Miller, Mauricio A. Hernández, Laura M. Haas, Ling-Ling Yan, C. T. Howard Ho, Ronald Fagin, Lucian Popa
The Clio Project: Managing Heterogeneity. SIGMOD Rec. 30 (1) (2001)
Lucian Popa, Alin Deutsch, Arnaud Sahuguet, Val Tannen
A Chase Too Far? SIGMOD Conference (2000)
Alin Deutsch, Lucian Popa, Val Tannen
Physical Data Independence, Constraints, and Optimization with Universal Plans VLDB (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lucian Popa