K. Selçuk Candan

2026

doi dblp
Workshop on Benchmarking Causal Models (CausalBench).
K. Selcuk Candan|Huan Liu|Ruocheng Guo|Paras Sheth
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
Report on the Workshop on Benchmarking Causal Models (CausalBench) 2026.
K. Selçuk Candan|Ruocheng Guo|Huan Liu|Paras Sheth
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM Companion 2026, Boise Centre, Boise, ID, USA, February 22-26, 2026
doi dblp
CausalBench+: Causal-Informed Machine Learning Benchmarking.
Ahmet Kapkiç|Pratanu Mandal|Abhinav Gorantla|Shu Wan|Ertugrul Çoban|Huan Liu|K. Selcuk Candan
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM Companion 2026, Boise Centre, Boise, ID, USA, February 22-26, 2026
doi dblp
Causality Guided Representation Learning for Cross-Style Hate Speech Detection.
Chengshuai Zhao|Shu Wan|Paras Sheth|Karan Patwa|K. Selçuk Candan|Huan Liu
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
CausalBench-ER: Causally-Informed Explanations and Recommendations for Reproducible Benchmarking.
Ahmet Kapkiç|Pratanu Mandal|Abhinav Gorantla|Shu Wan|Ertugrul Çoban|Paras Sheth|Huan Liu|K. Selçuk Candan
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
The Power of "Why?" in Decision Making in Complex, Dynamic Systems.
K. Selçuk Candan
Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025

2024

doi dblp
Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning.
Ahmet Kapkiç|Pratanu Mandal|Shu Wan|Paras Sheth|Abhinav Gorantla|Yoonhyuk Choi|Huan Liu|K. Selçuk Candan
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

doi dblp
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. Selçuk Candan
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

doi dblp
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
Web Search and Data Mining (WSDM) 2022

2021

doi dblp
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings
Conference and Labs of the Evaluation Forum (CLEF) 2021
doi dblp
Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction.
K. Selçuk Candan|Guglielmo Faggioli|Nicola Ferro|Lorraine Goeuriot|Bogdan Ionescu|Alexis Joly|Birger Larsen|Maria Maistro|Henning Müller|Florina Piroi
SIGIR Forum 2021 Volume 55 Issue 2
doi dblp
CauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods.
Paras Sheth|Ujun Jeong|Ruocheng Guo|Huan Liu|K. Selçuk Candan
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

doi dblp
Editorial for the ICMR 2019 special issue.
K. Selçuk Candan|Marco Bertini|Xiao-Yong Wei|Lexing Xie
International Journal of Multimedia Information Retrieval (IJMIR) 2020 Volume 9 Issue 1
doi dblp
iSparse: Output Informed Sparsification of Neural Network.
Yash Garg|K. Selçuk Candan
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020.

2019

dblp
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019.
International Conference on Multimedia Retrieval (ICMR) 2019
doi dblp
RACKNet: Robust Allocation of Convolutional Kernels in Neural Networks for Image Classification.
Yash Garg|K. Selçuk Candan
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019.

2018

dblp
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
International Conference on Information and Knowledge Management (CIKM) 2018
doi dblp
PSLSH: An Index Structure for Efficient Execution of Set Queries in High-Dimensional Spaces.
Parth Nagarkar|K. Selçuk Candan
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

doi dblp
Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges.
Jung Hyun Kim|Mao-Lin Li|K. Selçuk Candan|Maria Luisa Sapino
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
nTD: Noise-Profile Adaptive Tensor Decomposition.
Xinsheng Li|K. Selçuk Candan|Maria Luisa Sapino
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

doi dblp
BICP: Block-Incremental CP Decomposition with Update Sensitive Refinement.
Shengyu Huang|K. Selçuk Candan|Maria Luisa Sapino
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

doi dblp
KSGM: Keynode-driven Scalable Graph Matching.
Xilun Chen|K. Selçuk Candan|Maria Luisa Sapino|Paulo Shakarian
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

doi dblp
GI-NMF: Group Incremental Non-Negative Matrix Factorization on Data Streams.
Xilun Chen|K. Selçuk Candan
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
Efficient Static and Dynamic In-Database Tensor Decompositions on Chunk-Based Array Stores.
Mijung Kim|K. Selçuk Candan
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
TensorDB: In-Database Tensor Manipulation with Tensor-Relational Query Plans.
Mijung Kim|K. Selçuk Candan
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
Focusing Decomposition Accuracy by Personalizing Tensor Decomposition (PTD).
Xinsheng Li|Shengyu Huang|Kasim Selçuk Candan|Maria Luisa Sapino
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

doi dblp
LR-PPR: locality-sensitive, re-use promoting, approximate personalized pagerank computation.
Jung Hyun Kim|K. Selçuk Candan|Maria Luisa Sapino
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

doi dblp
PhC: Multiresolution Visualization and Exploration of Text Corpora with Parallel Hierarchical Coordinates.
K. Selçuk Candan|Luigi Di Caro|Maria Luisa Sapino
ACM Transactions on Intelligent Systems and Technology (TIST) 2012 Volume 3 Issue 2
doi dblp
STFMap: query- and feature-driven visualization of large time series data sets.
K. Selçuk Candan|Rosaria Rossini|Maria Luisa Sapino|Xiaolan Wang
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
doi dblp
Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient tensor decomposition.
Mijung Kim|K. Selçuk Candan
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
doi dblp
Impact neighborhood indexing (INI) in diffusion graphs.
Jung Hyun Kim|K. Selçuk Candan|Maria Luisa Sapino
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

doi dblp
Skynets: searching for minimum trees in graphs with incomparable edge weights.
Huiping Cao|K. Selçuk Candan|Maria Luisa Sapino
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
doi dblp
Approximate tensor decomposition within a tensor-relational algebraic framework.
Mijung Kim|Kasim Selçuk Candan
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
doi dblp
Fast metadata-driven multiresolution tensor decomposition.
Claudio Schifanella|K. Selçuk Candan|Maria Luisa Sapino
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

doi dblp
ANITA: a narrative interpretation of taxonomies for their adaptation to text collections.
Mario Cataldi|K. Selçuk Candan|Maria Luisa Sapino
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010
doi dblp
Relevant shape contour snippet extraction with metadata supported hidden Markov models.
Xinxin Wang|K. Selçuk Candan
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, CIVR 2010, Xi'an, China, July 5-7, 2010

2009

doi dblp
SEA: Segment-enrich-annotate paradigm for adapting dialog-based content for improved accessibility.
K. Selçuk Candan|Mehmet Emin Dönderler|Terri Hedgpeth|Jong Wook Kim|Qing Li|Maria Luisa Sapino
ACM Transactions on Information Systems (TOIS) 2009 Volume 27 Issue 3
doi dblp
Exploring path query results through relevance feedback.
Huiping Cao|Yan Qi|K. Selçuk Candan|Maria Luisa Sapino
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009
doi dblp
Efficient overlap and content reuse detection in blogs and online news articles.
Jong Wook Kim|K. Selçuk Candan|Jun'ichi Tatemura
Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009

2008

doi dblp
Table summarization with the help of domain lattices.
K. Selçuk Candan|Huiping Cao|Yan Qi|Maria Luisa Sapino
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008
doi dblp
Propagation-vectors for trees (PVT): concise yet effective summaries for hierarchical data and trees.
Venkata Snehith Cherukuri|K. Selçuk Candan
Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, LSDS-IR 2008, Napa Valley, California, USA, October 30, 2008
doi dblp
Creating tag hierarchies for effective navigation in social media.
K. Selçuk Candan|Luigi Di Caro|Maria Luisa Sapino
Proceeding of the 2008 ACM Workshop on Search in Social Media, SSM 2008, Napa Valley, California, USA, October 30, 2008

2006

doi dblp
CP/CV: concept similarity mining without frequency information from domain describing taxonomies.
Jong Wook Kim|K. Selçuk Candan
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006
doi dblp
Modular Design of Media Retrieval Workflows Using ARIA.
Lina Peng|Gisik Kwon|Yinpeng Chen|K. Selçuk Candan|Hari Sundaram|Karam S. Chatha|Maria Luisa Sapino
Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings

2005

doi dblp
Topic segmentation of message hierarchies for indexing and navigation support.
Jong Wook Kim|K. Selçuk Candan|Mehmet Emin Dönderler
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005

2004

doi dblp
Challenges and practices in deploying web acceleration solutions for distributed enterprise systems.
Wen-Syan Li|Wang-Pin Hsiung|Oliver Po|Koji Hino|K. Selçuk Candan|Divyakant Agrawal
Proceedings of the 13th international conference on World Wide Web, WWW 2004, New York, NY, USA, May 17-20, 2004

2003

doi dblp
Engineering and hosting adaptive freshness-sensitive web applications on data centers.
Wen-Syan Li|Oliver Po|Wang-Pin Hsiung|K. Selçuk Candan|Divyakant Agrawal
Proceedings of the Twelfth International World Wide Web Conference, WWW 2003, Budapest, Hungary, May 20-24, 2003

2001

doi dblp
Retrieving and organizing web pages by "information unit".
Wen-Syan Li|K. Selçuk Candan|Quoc Vu|Divyakant Agrawal
Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001
dblp
Discovering Web Document Associations for Web Site Summarization.
K. Selçuk Candan|Wen-Syan Li
Poster Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001
dblp
Web Acceleration for Electronic Commerce Applications.
Wen-Syan Li|K. Selçuk Candan|Wang-Pin Hsiung|Divyakant Agrawal|Qiong Luo|Wei-Kuang Wayne Huang|Yusuf Akca|Cemal Yilmaz
Poster Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001