| 2026 | WWW | Causality Guided Representation Learning for Cross-Style Hate Speech Detection. | Chengshuai Zhao, Shu Wan, Paras Sheth, Karan Patwa, K. Seluk Candan, Huan Liu |
| 2026 | SIGMOD | Challenges in Sustaining Data Management Research in the GenAI Era. | Sharad Mehrotra, K. Seluk Candan |
| 2026 | WSDM | Report on the Workshop on Benchmarking Causal Models (CausalBench) 2026. | K. Seluk Candan, Ruocheng Guo, Huan Liu, Paras Sheth |
| 2025 | CIKM | CausalBench-ER: Causally-Informed Explanations and Recommendations for Reproducible Benchmarking. | Ahmet Kapki, Pratanu Mandal, Abhinav Gorantla, Shu Wan, Ertugrul oban, Paras Sheth, Huan Liu, K. Seluk Candan |
| 2025 | KDD | CausalBench: Causal Learning Research Streamlined. | Ahmet Kapki, Pratanu Mandal, Abhinav Gorantla, Shu Wan, Ertugrul oban, Paras Sheth, Huan Liu, K. Seluk Candan |
| 2025 | WSC | PYSIRTEM: An Efficient Modular Simulation Platform for the Analysis of Pandemic Scenarios. | Preetom Biswas, Giulia Pedrielli, K. Seluk Candan |
| 2024 | CIKM | Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning. | Ahmet Kapki, Pratanu Mandal, Shu Wan, Paras Sheth, Abhinav Gorantla, Yoonhyuk Choi, Huan Liu, K. Seluk Candan |
| 2024 | ICDE | DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup. | Lixi Zhou, K. Seluk Candan, Jia Zou |
| 2023 | CIKM | STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction. | Paras Sheth, Ahmadreza Mosallanezhad, Kaize Ding, Reepal Shah, John Sabo, Huan Liu, K. Seluk Candan |
| 2022 | SISAP | Causal Disentanglement with Network Information for Debiased Recommendations. | Paras Sheth, Ruocheng Guo, Kaize Ding, Lu Cheng, K. Seluk Candan, Huan Liu |
| 2021 | CIKM | CauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods. | Paras Sheth, Ujun Jeong, Ruocheng Guo, Huan Liu, K. Seluk Candan |
| 2021 | PAKDD | W2FM: The Doubly-Warped Factorization Machine. | Mao-Lin Li, K. Seluk Candan |
| 2020 | AAAI | Tracking Disaster Footprints with Social Streaming Data. | Lu Cheng, Jundong Li, K. Seluk Candan, Huan Liu |
| 2020 | ICDE | SAN : Scale-Space Attention Networks. | Yash Garg, K. Seluk Candan, Maria Luisa Sapino |
| 2020 | ICDE | Matrix Factorization with Interval-Valued Data. | Mao-Lin Li, Francesco Di Mauro, K. Seluk Candan, Maria Luisa Sapino |
| 2020 | ICPR | SDMA: Saliency-Driven Mutual Cross Attention for Multi-Variate Time Series. | Yash Garg, K. Seluk Candan |
| 2020 | IJCAI | IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data. | Ruocheng Guo, Jundong Li, Yichuan Li, K. Seluk Candan, Adrienne Raglin, Huan Liu |
| 2020 | PERCOM | Practical Security for Cooperative Ad Hoc Systems. | Hans Walter Behrens, K. Seluk Candan |
| 2020 | SDM | Representation Learning for Imbalanced Cross-Domain Classification. | Lu Cheng, Ruocheng Guo, K. Seluk Candan, Huan Liu |
| 2020 | SISAP | GTT: Guiding the Tensor Train Decomposition. | Mao-Lin Li, K. Seluk Candan, Maria Luisa Sapino |
| 2020 | SISAP | Noise Adaptive Tensor Train Decomposition for Low-Rank Embedding of Noisy Data. | Xinsheng Li, K. Seluk Candan, Maria Luisa Sapino |
| 2019 | MEDES | CA-Smooth: Content Adaptive Smoothing of Time Series Leveraging Locally Salient Temporal Features. | Rosaria Rossini, Silvestro Roberto Poccia, K. Seluk Candan, Maria Luisa Sapino |
| 2019 | WSC | Subspace Communication Driven Search for High Dimensional Optimization. | Logan Mathesen, Kaushik Keezhnagar Chandrasekar, Xinsheng Li, Giulia Pedrielli, K. Seluk Candan |
| 2018 | AAAI | IMS-DTM: Incremental Multi-Scale Dynamic Topic Models. | Xilun Chen, K. Seluk Candan, Maria Luisa Sapino |
| 2018 | CIKM | PSLSH: An Index Structure for Efficient Execution of Set Queries in High-Dimensional Spaces. | Parth Nagarkar, K. Seluk Candan |
| 2018 | HPDC | Lightweight Authentication for Fault-Tolerant Topic-Channels in Ad Hoc Distributed Systems. | Hans Walter Behrens, K. Seluk Candan |
| 2017 | EDBT | Context-Aware Proactive Personalization of Linear Audio Content. | Paolo Casagranda, Maria Luisa Sapino, K. Seluk Candan |
| 2017 | EDBT | SIMDMS: Data Management and Analysis to Support Decision Making through Large Simulation Ensembles. | Silvestro Roberto Poccia, Maria Luisa Sapino, Sicong Liu, Xilun Chen, Yash Garg, Shengyu Huang, Jung Hyun Kim, Xinsheng Li, Parth Nagarkar, K. Seluk Candan |
| 2017 | WWW | nTD: Noise-Profile Adaptive Tensor Decomposition. | Xinsheng Li, K. Seluk Candan, Maria Luisa Sapino |
| 2017 | SIGIR | Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges. | Jung Hyun Kim, Mao-Lin Li, K. Seluk Candan, Maria Luisa Sapino |
| 2016 | CIKM | BICP: Block-Incremental CP Decomposition with Update Sensitive Refinement. | Shengyu Huang, K. Seluk Candan, Maria Luisa Sapino |
| 2016 | EDBT | PageRank Revisited: On the Relationship between Node Degrees and Node Significances in Different Applications. | Jung Hyun Kim, K. Seluk Candan, Maria Luisa Sapino |
| 2016 | ICDE | 2PCP: Two-phase CP decomposition for billion-scale dense tensors. | Xinsheng Li, Shengyu Huang, K. Seluk Candan, Maria Luisa Sapino |
| 2016 | MEDES | CrowdSourced semantic enrichment for participatory e-Government. | Francesco Di Mauro, Paolo Pasteris, Maria Luisa Sapino, K. Seluk Candan, Giovanna Antonella Dino, Piergiorgio Rossetti |
| 2015 | AAAI | NOTES2: Networks-of-Traces for Epidemic Spread Simulations. | Sicong Liu, Yash Garg, K. Seluk Candan, Maria Luisa Sapino, Gerardo Chowell-Puente |
| 2015 | CIKM | KSGM: Keynode-driven Scalable Graph Matching. | Xilun Chen, K. Seluk Candan, Maria Luisa Sapino, Paulo Shakarian |
| 2015 | IJCAI | MUVIR: Multi-View Rare Category Detection. | Dawei Zhou, Jingrui He, K. Seluk Candan, Hasan Davulcu |
| 2014 | CIKM | GI-NMF: Group Incremental Non-Negative Matrix Factorization on Data Streams. | Xilun Chen, K. Seluk Candan |
| 2014 | CIKM | Efficient Static and Dynamic In-Database Tensor Decompositions on Chunk-Based Array Stores. | Mijung Kim, K. Seluk Candan |
| 2014 | CIKM | TensorDB: In-Database Tensor Manipulation with Tensor-Relational Query Plans. | Mijung Kim, K. Seluk Candan |
| 2014 | EDBT | HCS: Hierarchical Cut Selection for Efficiently Processing Queries on Data Columns using Hierarchical Bitmap Indices. | Parth Nagarkar, K. Seluk Candan |
| 2014 | ICDE | Leveraging metadata for identifying local, robust multi-variate temporal (RMT) features. | Xiaolan Wang, K. Seluk Candan, Maria Luisa Sapino |
| 2014 | KDD | LWI-SVD: low-rank, windowed, incremental singular value decompositions on time-evolving data sets. | Xilun Chen, K. Seluk Candan |
| 2013 | CIKM | LR-PPR: locality-sensitive, re-use promoting, approximate personalized pagerank computation. | Jung Hyun Kim, K. Seluk Candan, Maria Luisa Sapino |
| 2013 | EDBT | Hive open research network platform. | Jung Hyun Kim, Xilun Chen, K. Seluk Candan, Maria Luisa Sapino |
| 2013 | ICDE | Layered processing of skyline-window-join (SWJ) queries using iteration-fabric. | Mithila Nagendra, K. Seluk Candan |
| 2012 | CIKM | STFMap: query- and feature-driven visualization of large time series data sets. | K. Seluk Candan, Rosaria Rossini, Maria Luisa Sapino, Xiaolan Wang |
| 2012 | CIKM | Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient tensor decomposition. | Mijung Kim, K. Seluk Candan |
| 2012 | CIKM | Impact neighborhood indexing (INI) in diffusion graphs. | Jung Hyun Kim, K. Seluk Candan, Maria Luisa Sapino |
| 2012 | EDBT | Skyline-sensitive joins with LR-pruning. | Mithila Nagendra, K. Seluk Candan |
| 2012 | ICDE | R2DB: A System for Querying and Visualizing Weighted RDF Graphs. | Songling Liu, Juan P. Cedeo, K. Seluk Candan, Maria Luisa Sapino, Shengyu Huang, Xinsheng Li |
| 2011 | CIKM | Skynets: searching for minimum trees in graphs with incomparable edge weights. | Huiping Cao, K. Seluk Candan, Maria Luisa Sapino |
| 2011 | CIKM | Fast metadata-driven multiresolution tensor decomposition. | Claudio Schifanella, K. Seluk Candan, Maria Luisa Sapino |
| 2011 | EDBT | RanKloud: a scalable ranked query processing framework on hadoop. | K. Seluk Candan, Parth Nagarkar, Mithila Nagendra, Renwei Yu |
| 2011 | EDBT | Unraveling multi-dimensional data using pDView. | Luigi Di Caro, Maria Luisa Sapino, K. Seluk Candan |
| 2010 | CIKM | ANITA: a narrative interpretation of taxonomies for their adaptation to text collections. | Mario Cataldi, K. Seluk Candan, Maria Luisa Sapino |
| 2010 | EDBT | Reducing metadata complexity for faster table summarization. | K. Seluk Candan, Mario Cataldi, Maria Luisa Sapino |
| 2010 | EDBT | Feedback-driven result ranking and query refinement for exploring semi-structured data collections. | Huiping Cao, Yan Qi, K. Seluk Candan, Maria Luisa Sapino |
| 2010 | ICWSM | How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media? | Munmun De Choudhury, Yu-Ru Lin, Hari Sundaram, K. Seluk Candan, Lexing Xie, Aisling Kelliher |
| 2009 | CIKM | Exploring path query results through relevance feedback. | Huiping Cao, Yan Qi, K. Seluk Candan, Maria Luisa Sapino |
| 2009 | EDBT | AlphaSum: size-constrained table summarization using value lattices. | K. Seluk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino |
| 2009 | ICDE | AURA: Enabling Attribute-Based Spatial Search in RFID Rich Environments. | Tejas A. Bapat, K. Seluk Candan, Venkata Snehith Cherukuri, Hari Sundaram |
| 2009 | ICDE | Frontiers in Information and Software as Services. | K. Seluk Candan, Wen-Syan Li, Thomas Phan, Minqi Zhou |
| 2009 | MDM | Information-Gradient Based Decentralized Data Management over RFID Tag Clouds. | Tejas A. Bapat, K. Seluk Candan, Venkata Snehith Cherukuri, Hari Sundaram |
| 2009 | MEDES | CoSeNa: a context-based search and navigation system. | Mario Cataldi, Claudio Schifanella, K. Seluk Candan, Maria Luisa Sapino, Luigi Di Caro |
| 2009 | WWW | Efficient overlap and content reuse detection in blogs and online news articles. | Jong Wook Kim, K. Seluk Candan, Jun'ichi Tatemura |
| 2009 | SIGMOD | Skip-and-prune: cosine-based top-k query processing for efficient context-sensitive document retrieval. | Jong Wook Kim, K. Seluk Candan |
| 2009 | SDM | PICC Counting: Who Needs Joins When You Can Propagate Efficiently?. | Jong Wook Kim, K. Seluk Candan |
| 2008 | AAAI | Extracting Relevant Snippets for Web Navigation. | Qing Li, K. Seluk Candan, Qi Yan |
| 2008 | CIKM | Table summarization with the help of domain lattices. | K. Seluk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino |
| 2008 | CIKM | Creating tag hierarchies for effective navigation in social media. | K. Seluk Candan, Luigi Di Caro, Maria Luisa Sapino |
| 2008 | CIKM | Propagation-vectors for trees (PVT): concise yet effective summaries for hierarchical data and trees. | Venkata Snehith Cherukuri, K. Seluk Candan |
| 2008 | ICDE | Runtime Semantic Query Optimization for Event Stream Processing. | Luping Ding, Songting Chen, Elke A. Rundensteiner, Jun'ichi Tatemura, Wang-Pin Hsiung, K. Seluk Candan |
| 2008 | KDD | Using | Luigi Di Caro, K. Seluk Candan, Maria Luisa Sapino |
| 2008 | SIGMOD | Supporting OLAP operations over imperfectly integrated taxonomies. | Yan Qi, K. Seluk Candan, Jun'ichi Tatemura, Songting Chen, Fenglin Liao |
| 2008 | SIGMOD | UQBE: uncertain query by example for web service mashup. | Jun'ichi Tatemura, Songting Chen, Fenglin Liao, Oliver Po, K. Seluk Candan, Divyakant Agrawal |
| 2007 | ICDE | PASS Middleware for Distributed and Autonomous XML Message Processing. | Dirceu Cavendish, K. Seluk Candan |
| 2007 | ICDE | Data-quality Guided Load Shedding for Expensive In-Network Data Processing. | Lina Peng, K. Seluk Candan |
| 2007 | SIGMOD | FICSR: | Yan Qi, K. Seluk Candan, Maria Luisa Sapino |
| 2007 | SIGMOD | Integrating and querying taxonomies with quest in the presence of conflicts. | Yan Qi, K. Seluk Candan, Maria Luisa Sapino, Keith W. Kintigh |
| 2007 | SIGMOD | Mashup Feeds: : continuous queries over web services. | Jun'ichi Tatemura, Arsany Sawires, Oliver Po, Songting Chen, K. Seluk Candan, Divyakant Agrawal, Maria Goveas |
| 2007 | VLDB | Sum-Max Monotonic Ranked Joins for Evaluating Top-K Twig Queries on Weighted Data Graphs. | Yan Qi, K. Seluk Candan, Maria Luisa Sapino |
| 2006 | CIKM | CP/CV: concept similarity mining without frequency information from domain describing taxonomies. | Jong Wook Kim, K. Seluk Candan |
| 2006 | ICDCS | GMP: Distributed Geographic Multicast Routing in Wireless Sensor Networks. | Shibo Wu, K. Seluk Candan |
| 2006 | ICDE | Access-Private Outsourcing of Markov Chain and RandomWalk based Data Analysis Applications. | Ping Lin, K. Seluk Candan |
| 2006 | KDD | Leveraging Structural Knowledge for Hierarchically-Informed Keyword Weight Propagation in the Web. | Jong Wook Kim, K. Seluk Candan |
| 2006 | Middleware | FMware: Middleware for Efficient Filtering and Matching of XML Messages with Local Data. | K. Seluk Candan, Mehmet Emin Dnderler, Yan Qi, Jaikannan Ramamoorthy, Jong Wook Kim |
| 2006 | VLDB | AFilter: Adaptable XML Filtering with Prefix-Caching and Suffix-Clustering. | K. Seluk Candan, Wang-Pin Hsiung, Songting Chen, Jun'ichi Tatemura, Divyakant Agrawal |
| 2006 | VLDB | Twig | Songting Chen, Hua-Gang Li, Jun'ichi Tatemura, Wang-Pin Hsiung, Divyakant Agrawal, K. Seluk Candan |
| 2006 | VLDB | Safety Guarantee of Continuous Join Queries over Punctuated Data Streams. | Hua-Gang Li, Songting Chen, Jun'ichi Tatemura, Divyakant Agrawal, K. Seluk Candan, Wang-Pin Hsiung |
| 2006 | VLDB | Maintaining XPath Views In Loosely Coupled Systems. | Arsany Sawires, Jun'ichi Tatemura, Oliver Po, Divyakant Agrawal, Amr El Abbadi, K. Seluk Candan |
| 2005 | HPDC | DHT overlay schemes for scalable p-range resource discovery. | Liping Chen, K. Seluk Candan, Jun'ichi Tatemura, Divyakant Agrawal, Dirceu Cavendish |
| 2005 | ICDE | Load and Network Aware Query Routing for Information Integration. | Wen-Syan Li, Vishal S. Batra, Vijayshankar Raman, Wei Han, K. Seluk Candan, Inderpal Narang |
| 2005 | ICDE | Adaptive Multi-Sensor, Multi-Actuator Media Workflow System for Interactive Arts. | Lina Peng, K. Seluk Candan |
| 2005 | Middleware | WreC: A Scalable Middleware Architecture to Enable XML Caching for Web-Services. | Jun'ichi Tatemura, Oliver Po, Arsany Sawires, Divyakant Agrawal, K. Seluk Candan |
| 2005 | WWW | Topic segmentation of message hierarchies for indexing and navigation support. | Jong Wook Kim, K. Seluk Candan, Mehmet Emin Dnderler |
| 2005 | SIGMOD | Incremental Maintenance of Path Expression Views. | Arsany Sawires, Jun'ichi Tatemura, Oliver Po, Divyakant Agrawal, K. Seluk Candan |
| 2004 | ICNP | GPER: Geographic Power Efficient Routing in Sensor Networks. | Shibo Wu, K. Seluk Candan |
| 2004 | WWW | Challenges and practices in deploying web acceleration solutions for distributed enterprise systems. | Wen-Syan Li, Wang-Pin Hsiung, Oliver Po, Koji Hino, K. Seluk Candan, Divyakant Agrawal |
| 2003 | DASFAA | Freshness-driven Adaptive Caching for Dynamic Content. | Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Seluk Candan, Divyakant Agrawal |
| 2003 | ISI | Hiding Traversal of Tree Structured Data from Untrusted Data Stores. | Ping Lin, K. Seluk Candan |
| 2003 | ISI | Hiding Data and Code Security for Application Hosting Infrastructure. | Ping Lin, K. Seluk Candan, Rida A. Bazzi, Zhichao Liu |
| 2003 | WWW | Engineering and hosting adaptive freshness-sensitive web applications on data centers. | Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Seluk Candan, Divyakant Agrawal |
| 2003 | VLDB | CachePortal II: Acceleration of Very Large Scale Data Center-Hosted Database-driven Web Applications. | Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Seluk Candan, Divyakant Agrawal, Yusuf Akca, Kunihiro Taniguchi |
| 2002 | VLDB | View Invalidation for Dynamic Content Caching in Multitiered Architectures. | K. Seluk Candan, Divyakant Agrawal, Wen-Syan Li, Oliver Po, Wang-Pin Hsiung |
| 2002 | VLDB | Issues and Evaluations of Caching Solutions for Web Application Acceleration. | Wen-Syan Li, Wang-Pin Hsiung, Dmitri V. Kalashnikov, Radu Sion, Oliver Po, Divyakant Agrawal, K. Seluk Candan |
| 2001 | DaWaK | Discovering Web Document Associations for Web Site Summarization. | K. Seluk Candan, Wen-Syan Li |
| 2001 | WWW | Discovering Web Document Associations for Web Site Summarization. | K. Seluk Candan, Wen-Syan Li |
| 2001 | WWW | Web Acceleration for Electronic Commerce Applications. | Wen-Syan Li, K. Seluk Candan, Wang-Pin Hsiung, Divyakant Agrawal, Qiong Luo, Wei-Kuang Wayne Huang, Yusuf Akca, Cemal Yilmaz |
| 2001 | WWW | Retrieving and organizing web pages by "information unit". | Wen-Syan Li, K. Seluk Candan, Quoc Vu, Divyakant Agrawal |
| 2001 | SIGMOD | Enabling Dynamic Content Caching for Database-Driven Web Sites. | K. Seluk Candan, Wen-Syan Li, Qiong Luo, Wang-Pin Hsiung, Divyakant Agrawal |
| 2001 | VLDB | Cache Portal: Technology for Accelerating Database-driven e-commerce Web Sites. | Wen-Syan Li, K. Seluk Candan, Wang-Pin Hsiung, Oliver Po, Divyakant Agrawal, Qiong Luo, Wei-Kuang Waine Huang, Yusuf Akca, Cemal Yilmaz |
| 2000 | Networking | On Shortest Path Problems with "Non-Markovian" Link Contribution to Path Lengths. | Arunabha Sen, K. Seluk Candan, Afonso Ferreira, Bruno Beauquier, Stephane Perennes |
| 2000 | PAKDD | Using | K. Seluk Candan, Wen-Syan Li |
| 1998 | ICDE | SEMCOG: A Hybrid Object-based Image Database System and Its Modeling, Language, and Query Processing. | Wen-Syan Li, K. Seluk Candan |
| 1997 | CHI | IFQ: A Visual Query Interface for Object-based Image Retrieval. | Wen-Syan Li, K. Seluk Candan, Kyoji Hirata, Yoshinori Hara |
| 1997 | SAC | SEMCOG: an integration of SEMantics and COGnition-based approaches for image retrieval. | Wen-Syan Li, K. Seluk Candan, Kyoji Hirata |
| 1997 | SIGMOD | SEMCOG: An Object-based Image Retrieval System and Its Visual Query Interface. | Wen-Syan Li, K. Seluk Candan, Kyoji Hirata, Yoshinori Hara |
| 1997 | VLDB | Facilitating Multimedia Database Exploration through Visual Interfaces and Perpetual Query Reformulations. | Wen-Syan Li, K. Seluk Candan, Kyoji Hirata, Yoshinori Hara |
| 1996 | ICDE | Secure Mediated Databases. | K. Seluk Candan, Sushil Jajodia, V. S. Subrahmanian |
| 1996 | SIGMOD | Query Caching and Optimization in Distributed Mediator Systems. | Sibel Adali, K. Seluk Candan, Yannis Papakonstantinou, V. S. Subrahmanian |