Ariel Fuxman

64 papers A* 21A 12B 1C 1Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Agile Deliberation: Concept Deliberation for Subjective Visual Classification.
CoRR
Leijie Wang, Otilia Stretcu, Wei Qiao, Thomas Denby, Krishnamurthy Viswanathan, Enming Luo, Chun-Ta Lu, Tushar Dogra, Ranjay Krishna, Ariel Fuxman
2025 A conf
ROI Scan: LLM-powered Object-level Similarity Search for Google Ads Content Moderation.
CIKM
Enming Luo, Yintao Liu, Dongjin Kwon, Rich Munoz, Wei Qiao, Nic Trieu, Eric Xiao, Jimin Li, Laurel Graham, Ariel Fuxman
2025 A conf
Zero-Shot Image Moderation in Google Ads with LLM-Assisted Textual Descriptions and Cross-modal Co-embeddings.
WSDM
Enming Luo, Wei Qiao, Katie Warren, Jingxiang Li, Eric Xiao, Krishna Viswanathan, Yuan Wang, Yintao Liu, Jimin Li, Ariel Fuxman
2024 J jnl
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use.
CoRR
Imad Eddine Toubal, Aditya Avinash, Neil Gordon Alldrin, Jan Dlabal, Wenlei Zhou, Enming Luo, Otilia Stretcu, Hao Xiong, Chun-Ta Lu, Howard Zhou, Ranjay Krishna, Ariel Fuxman, Tom Duerig
2024 A* conf
Modeling Collaborator: Enabling Subjective Vision Classification with Minimal Human Effort via LLM Tool-Use.
CVPR
Imad Eddine Toubal, Aditya Avinash, Neil Gordon Alldrin, Jan Dlabal, Wenlei Zhou, Enming Luo, Otilia Stretcu, Hao Xiong, Chun-Ta Lu, Howard Zhou, Ranjay Krishna, Ariel Fuxman, Tom Duerig
2024 A conf
Scaling Up LLM Reviews for Google Ads Content Moderation.
WSDM
Wei Qiao, Tushar Dogra, Otilia Stretcu, Yu-Han Lyu, Tiantian Fang, Dongjin Kwon, Chun-Ta Lu, Enming Luo, Yuan Wang, Chih-Chun Chia, Ariel Fuxman, Fangzhou Wang, Ranjay Krishna, Mehmet Tek
2024 J jnl
Scaling Up LLM Reviews for Google Ads Content Moderation.
CoRR
Wei Qiao, Tushar Dogra, Otilia Stretcu, Yu-Han Lyu, Tiantian Fang, Dongjin Kwon, Chun-Ta Lu, Enming Luo, Yuan Wang, Chih-Chun Chia, Ariel Fuxman, Fangzhou Wang, Ranjay Krishna, Mehmet Tek
2024 A* conf
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models.
CVPR
Yushi Hu, Otilia Stretcu, Chun-Ta Lu, Krishnamurthy Viswanathan, Kenji Hata, Enming Luo, Ranjay Krishna, Ariel Fuxman
2024 J jnl
Why Fine-grained Labels in Pretraining Benefit Generalization?
CoRR
Guanzhe Hong, Yin Cui, Ariel Fuxman, Stanely Chan, Enming Luo
2024 J jnl
Why Fine-grained Labels in Pretraining Benefit Generalization?
Trans. Mach. Learn. Res.
Guanzhe Hong, Yin Cui, Ariel Fuxman, Stanley H. Chan, Enming Luo
2024 J jnl
Zero-Shot Image Moderation in Google Ads with LLM-Assisted Textual Descriptions and Cross-modal Co-embeddings.
CoRR
Enming Luo, Wei Qiao, Katie Warren, Jingxiang Li, Eric Xiao, Krishna Viswanathan, Yuan Wang, Yintao Liu, Jimin Li, Ariel Fuxman
2023 A* conf
Agile Modeling: From Concept to Classifier in Minutes.
ICCV
Otilia Stretcu, Edward Vendrow, Kenji Hata, Krishnamurthy Viswanathan, Vittorio Ferrari, Sasan Tavakkol, Wenlei Zhou, Aditya Avinash, Enming Luo, Neil Gordon Alldrin, MohammadHossein Bateni, Gabriel Berger, Andrew Bunner, Chun-Ta Lu, Javier A Rey, Giulia DeSalvo, Ranjay Krishna, Ariel Fuxman
2023 J jnl
Agile Modeling: Image Classification with Domain Experts in the Loop.
CoRR
Otilia Stretcu, Edward Vendrow, Kenji Hata, Krishnamurthy Viswanathan, Vittorio Ferrari, Sasan Tavakkol, Wenlei Zhou, Aditya Avinash, Enming Luo, Neil Gordon Alldrin, MohammadHossein Bateni, Gabriel Berger, Andrew Bunner, Chun-Ta Lu, Javier A Rey, Ariel Fuxman
2023 A* conf
Benchmarking Robustness to Adversarial Image Obfuscations.
NeurIPS
Florian Stimberg, Ayan Chakrabarti, Chun-Ta Lu, Hussein Hazimeh, Otilia Stretcu, Wei Qiao, Yintao Liu, Merve Kaya, Cyrus Rashtchian, Ariel Fuxman, Mehmet Tek, Sven Gowal
2023 J jnl
Benchmarking Robustness to Adversarial Image Obfuscations.
CoRR
Florian Stimberg, Ayan Chakrabarti, Chun-Ta Lu, Hussein Hazimeh, Otilia Stretcu, Wei Qiao, Yintao Liu, Merve Kaya, Cyrus Rashtchian, Ariel Fuxman, Mehmet Tek, Sven Gowal
2023 J jnl
Towards Understanding the Effect of Pretraining Label Granularity.
CoRR
Guanzhe Hong, Yin Cui, Ariel Fuxman, Stanley H. Chan, Enming Luo
2023 J jnl
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models.
CoRR
Yushi Hu, Otilia Stretcu, Chun-Ta Lu, Krishnamurthy Viswanathan, Kenji Hata, Enming Luo, Ranjay Krishna, Ariel Fuxman
2021 J jnl
CARLS: Cross-platform Asynchronous Representation Learning System.
CoRR
Chun-Ta Lu, Yun Zeng, Da-Cheng Juan, Yicheng Fan, Zhe Li, Jan Dlabal, Yi-Ting Chen, Arjun Gopalan, Allan Heydon, Chun-Sung Ferng, Reah Miyara, Ariel Fuxman, Futang Peng, Zhen Li, Tom Duerig, Andrew Tomkins
2019 A conf
Inferring Context from Pixels for Multimodal Image Classification.
CIKM
Manan Shah, Krishnamurthy Viswanathan, Chun-Ta Lu, Ariel Fuxman, Zhen Li, Aleksei Timofeev, Chao Jia, Chen Sun
2018 — conf
Guess Me if You Can: Acronym Disambiguation for Enterprises.
ACL (1)
Yang Li, Bo Zhao, Ariel Fuxman, Fangbo Tao
2018 A* conf
PhotoReply: Automatically Suggesting Conversational Responses to Photos.
WWW
Ning Ye, Ariel Fuxman, Vivek Ramavajjala, Sergey Nazarov, J. Patrick McGregor, Sujith Ravi
2018 — ch.
Schema Mapping.
Encyclopedia of Database Systems (2nd ed.)
Ariel Fuxman, Renée J. Miller
2015 A* conf
In Situ Insights.
SIGIR
Yuanhua Lv, Ariel Fuxman
2015 A* conf
Leveraging Knowledge Bases for Contextual Entity Exploration.
KDD
Joonseok Lee, Ariel Fuxman, Bo Zhao, Yuanhua Lv
2015 A* conf
Leveraging Pattern Semantics for Extracting Entities in Enterprises.
WWW
Fangbo Tao, Bo Zhao, Ariel Fuxman, Yang Li, Jiawei Han
2014 — conf
Contextual insights.
WWW (Companion Volume)
Ariel Fuxman, Patrick Pantel, Yuanhua Lv, Ashok K. Chandra, Pradeep Chilakamarri, Michael Gamon, David Hamilton, Bernhard Kohlmeier, Dhyanesh Narayanan, Evangelos E. Papalexakis, Bo Zhao
2014 A conf
Evaluation of IR Applications with Constrained Real Estate.
ECIR
Yuanhua Lv, Ariel Fuxman, Ashok K. Chandra
2014 A conf
Searching Locally-Defined Entities.
CIKM
Zhaohui Wu, Yuanhua Lv, Ariel Fuxman
2014 — conf
Smart Selection.
ACL (1)
Patrick Pantel, Michael Gamon, Ariel Fuxman
2014 A* conf
The wisdom of minority: discovering and targeting the right group of workers for crowdsourcing.
WWW
Hongwei Li, Bo Zhao, Ariel Fuxman
2013 J jnl
TACI: Taxonomy-Aware Catalog Integration.
IEEE Trans. Knowl. Data Eng.
Panagiotis Papadimitriou, Panayiotis Tsaparas, Ariel Fuxman, Lise Getoor
2012 A* conf
Active objects: actions for entity-centric search.
WWW
Thomas Lin, Patrick Pantel, Michael Gamon, Anitha Kannan, Ariel Fuxman
2012 — conf
Associating structured records to text documents.
WWW (Companion Volume)
Rakesh Agrawal, Ariel Fuxman, Anitha Kannan, John C. Shafer, Partha Pratim Talukdar
2012 A conf
Enabling direct interest-aware audience selection.
CIKM
Ariel Fuxman, Anitha Kannan, Zhenhui Li, Panayiotis Tsaparas
2012 — ed.
Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012
SIGMOD Conference
K. Selçuk Candan, Yi Chen, Richard T. Snodgrass, Luis Gravano, Ariel Fuxman
2011 A* conf
Jigs and Lures: Associating Web Queries with Structured Entities.
ACL
Patrick Pantel, Ariel Fuxman
2011 B conf
Link-based hidden attribute discovery for objects on Web.
EDBT
Jiuming Huang, Haixun Wang, Yan Jia, Ariel Fuxman
2011 A* conf
Matching unstructured product offers to structured product specifications.
KDD
Anitha Kannan, Inmar E. Givoni, Rakesh Agrawal, Ariel Fuxman
2011 A* conf
SCAD: collective discovery of attribute values.
WWW
Anton Bakalov, Ariel Fuxman, Partha Pratim Talukdar, Soumen Chakrabarti
2011 J jnl
Synthesizing Products for Online Catalogs
CoRR
Hoa Nguyen, Ariel Fuxman, Stelios Paparizos, Juliana Freire, Rakesh Agrawal
2011 J jnl
Synthesizing Products for Online Catalogs.
Proc. VLDB Endow.
Hoa Nguyen, Ariel Fuxman, Stelios Paparizos, Juliana Freire, Rakesh Agrawal
2010 A conf
Composing local-as-view mappings: closure and applications.
ICDT
Patricia C. Arocena, Ariel Fuxman, Renée J. Miller
2009 A* conf
Improving classification accuracy using automatically extracted training data.
KDD
Ariel Fuxman, Anitha Kannan, Andrew B. Goldberg, Rakesh Agrawal, Panayiotis Tsaparas, John C. Shafer
2009 A* conf
Resolution-Aware Query Answering for Business Intelligence.
ICDE
Yannis Sismanis, Ling Wang, Ariel Fuxman, Peter J. Haas, Berthold Reinwald
2009 — ch.
Schema Mapping.
Encyclopedia of Database Systems
Ariel Fuxman, Renée J. Miller
2008 A* conf
Using the wisdom of the crowds for keyword generation.
WWW
Ariel Fuxman, Panayiotis Tsaparas, Kannan Achan, Rakesh Agrawal
2007 A* conf
Creating Nested Mappings with Clio.
ICDE
Mauricio A. Hernández, Howard Ho, Lucian Popa, Ariel Fuxman, Renée J. Miller, Takeshi Fukuda, Paolo Papotti
2007 — —
Efficient query processing over inconsistent databases.
Ariel Fuxman
2007 J jnl
First-order query rewriting for inconsistent databases.
J. Comput. Syst. Sci.
Ariel Fuxman, Renée J. Miller
2006 A* conf
Clean Answers over Dirty Databases: A Probabilistic Approach.
ICDE
Periklis Andritsos, Ariel Fuxman, Renée J. Miller
2006 A* conf
Nested Mappings: Schema Mapping Reloaded.
VLDB
Ariel Fuxman, Mauricio A. Hernández, C. T. Howard Ho, Renée J. Miller, Paolo Papotti, Lucian Popa
2006 J jnl
Peer data exchange.
ACM Trans. Database Syst.
Ariel Fuxman, Phokion G. Kolaitis, Renée J. Miller, Wang Chiew Tan
2005 A* conf
ConQuer: A System for Efficient Querying Over Inconsistent Databases.
VLDB
Ariel Fuxman, Diego Fuxman, Renée J. Miller
2005 — conf
ConQuer: Efficient Management of Inconsistent Databases.
SIGMOD Conference
Ariel Fuxman, Elham Fazli, Renée J. Miller
2005 A conf
First-Order Query Rewriting for Inconsistent Databases.
ICDT
Ariel Fuxman, Renée J. Miller
2005 A* conf
Peer data exchange.
PODS
Ariel Fuxman, Phokion G. Kolaitis, Renée J. Miller, Wang Chiew Tan
2004 J jnl
Kanata: Adaptation and Evolution in Data Sharing Systems.
SIGMOD Rec.
Periklis Andritsos, Ariel Fuxman, Anastasios Kementsietsidis, Renée J. Miller, Yannis Velegrakis
2004 J jnl
Specifying and analyzing early requirements in Tropos.
Requir. Eng.
Ariel Fuxman, Lin Liu, John Mylopoulos, Marco Roveri, Paolo Traverso
2003 A conf
Specifying and Analyzing Early Requirements: Some Experimental Results.
RE
Ariel Fuxman, Lin Liu, Marco Pistore, Marco Roveri, John Mylopoulos
2003 — conf
Towards Inconsistency Management in Data Integration Systems.
IIWeb
Ariel Fuxman, Renée J. Miller
2002 J jnl
Schema Management.
IEEE Data Eng. Bull.
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
2001 C conf
Information systems as social structures.
FOIS
Ariel Fuxman, Paolo Giorgini, Manuel Kolp, John Mylopoulos
2001 A conf
Model Checking Early Requirements Specifications in Tropos.
RE
Ariel Fuxman, John Mylopoulos, Marco Pistore, Paolo Traverso
2000 A conf
From Entities and Relationships to Social Actors and Dependencies.
ER
John Mylopoulos, Ariel Fuxman, Paolo Giorgini