Senjuti Basu Roy

2026

• Aegis: A Correlation-Based Data Masking Advisor for Data Sharing Ecosystems
  O. Islam F. Ramezani, I. Nankani, S. Namazi Nia, S. Basu Roy, K. Beedkar
  to appear, SIGMOD 2026



2025

• Anytime Algorithms for Approximate Functional Dependencies
  S. Rana, J. Ogawa, S. Shetiya, S. Basu Roy, G. Das
  SIGKDD 2025
• Model Reusability in Reinforcement Learning
  S. Nikookar, S. Namazi Nia, S. Basu Roy, S. Amer-Yahia, B. Omidvar-Tehrani
  VLDB Journal 2025
• A Computational Framework for Estimating Days of Maintenance Delay of Naval Ships
  G. White, D. Mistry, K. Chhoa, S. Basu Roy, L. Zhang, A. Bienkowski, K. Pattipati
  EDBT 2025



2024

• Fairness in Preference Queries: Social Choice Theories Meet Data Management
  S. Basu Roy, Baruch Schieber, Nimrod Talmon
  VLDB 2024 (tutorial)
• Promoting Fairness and Priority in k-Winners Selection Using IRV
  Mouinul Islam, Soroush Vahidi, Baruch Schieber, S. Basu Roy
  SIGKDD 2024 (Research Track)
• Equitable Top-k Results for Long Tail Data
  Mouinul Islam, Mahsa Asadi, Senjuti Basu Roy
  SIGMOD 2024



2023

• A Generic Framework for Efficient Computation of Top-k Diverse Results
  Mouinul Islam, Mahsa Asadi, Sihem Amer-Yahia, Senjuti Basu Roy
  VLDB Journal 2023
• Satisfying Complex Top-k Fairness Constraints by Preference Substitutions
  Dong Wei, Mouinul Islam, Baruch Schieber, Senjuti Basu Roy
  VLDB 2023
• Proportionate Diversification of Top-k LLM Results using Database Queries
  Thinh On, Subhodeep Ghosh, Mengnan Du, Senjuti Basu Roy
  VLDB 2023 - LLMDB Workshop



2022

• Cooperative Route Planning Framework for Multiple Distributed Assets in Maritime Applications
  Sepideh Nikookar, Paras Sakharkar, Sathyanarayanan Somasunder, Senjuti Basu Roy, Adam Bienkowski, Matthew Macesker, David Sidoti, Krishna Pattipati
  SIGMOD 2022
• Rank Aggregation with Proportionate Fairness
  Dong Wei, Mouinul Islam, Baruch Schieber, Senjuti Basu Roy
  SIGMOD 2022
• Diversifying Recommendations on Sequences of Sets
  Sepideh Nikookar, Payam Esfandiari, Ria Mae Borromeo, Sihem Amer-Yahia, Senjuti Basu Roy
  VLDB Journal 2022
• Guided Task Planning Under Complex Constraints
  Sepideh Nikookar, Paras Sakharkar, Baljinder Smagh, Sihem Amer-Yahia, Senjuti Basu Roy
  ICDE 2022



2021

• A Generalized Approach for Reducing Expensive Distance Calls for A Broad Class of Proximity Problems
  Jees Augustine, Suraj Shetiya, Payam Esfandiari, Senjuti Basu Roy, Gautam Das
  SIGMOD 2021
• Peer Learning Through Targeted Dynamic Groups Formation
  Dong Wei, Ioannis Koutis, Senjuti Basu Roy
  ICDE 2021
• Multi-Session Diversity to Improve User Satisfaction in Web Applications
  Mohammadreza Esfandiari, Ria Mae Borromeo, Sepideh Nikookar, Paras Sakharkar, Sihem Amer-Yahia, Senjuti Basu Roy
  TWC (formerly WWW) 2021



2020

• Recommending Deployment Strategies for Collaborative Tasks
  Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
  SIGMOD 2020
• Task Deployment Recommendation with Worker Availability
  Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
  ICDE 2020
• Making AI Machines Work for Humans in FoW
  Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, and others
  SIGMOD Record 2020
• Enabling Decision Support Through Ranking and Summarization of Association Rules for TOTAL Customers
  Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy, Christiane Kamdem Kengne, Jalil Chagraoui
  Trans. Large Scale Data Knowl. Centered Syst. 2020



2019

• Capturing Human Factors to Optimize Crowdsourced Label Acquisition through Active Learning
  Senjuti Basu Roy
  Special Issue of IEEE Data Engineering Bulletin
• Optimizing Peer Learning in Online Groups with Affinities
  Mohammadreza Esfandiari, Dong Wei, Sihem Amer-Yahia, Senjuti Basu Roy
  KDD 2019
• A Human-in-the-loop Attribute Design Framework for Classification
  Md. Abdus Salam, Mary Koone, S. Thirumuruganathan, Gautam Das, Senjuti Basu Roy
  WWW 2019 (Acceptance rate 18%)
• The Ever Evolving Online Labor Market: Overview, Challenges and Opportunities
  Sihem Amer-Yahia, Senjuti Basu Roy
  VLDB 2019 (tutorial)



2018

• Explicit Preference Elicitation for Task Completion Time
  Mohammadreza Esfandiari, Senjuti Basu Roy, Sihem Amer-Yahia
  CIKM 2018
• Optimized group formation for solving collaborative tasks
  Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, and Gautam Das
  VLDB Journal 2018
• Crowdsourcing Analytics with CrowdCur
  Mohammadreza Esfandiari, Kavan Patel, Sihem Amer-Yahia, Senjuti Basu Roy
  SIGMOD 2018 (demo)
• Task Relevance and Diversity as Worker Motivation in Crowdsourcing
  Julien Pilourdault, Sihem Amer-Yahia, Senjuti Basu Roy, Dongwon Lee
  ICDE 2018
• Predicting Adverse Events after Surgery through Sequence Modeling
  Senjuti Basu Roy, Moushumi Maria, Tina Wang, Anne Ehlers, David Flum
  Big Data Research, Special Issue 2018
• Interactive Exploration of Composite Items
  Sihem Amer-Yahia, Senjuti Basu Roy
  EDBT 2018 (tutorial)

2017

• Motivation-Aware Task Assignment in Crowdsourcing
  Julien Pilourdault, Sihem Amer-Yahia, Dongwon Lee, Senjuti Basu Roy
  EDBT 2017
• A Probabilistic Framework for Estimating Pairwise Distances Through Crowdsourcing
  Habibur Rahman, Senjuti Basu Roy, Gautam Das
  EDBT 2017
• Combating the Cold Start User Problem in Model Based Collaborative Filtering
  Sampoorna Biswas, Laks V. S. Lakshmanan, Senjuti Basu Roy
  CoRR abs/1703.00397 (2017)

2016

• A Holistic and Principled Approach for the Empty-Answer Problem
  Davide Mottin, Alice Marascu, Senjuti Basu Roy, Themis Palpanas, Yannis Velegrakis, Gautam Das
  VLDB Journal 2016
• Collaborative Crowdsourcing with Crowd4U
  Kosetsu Ikeda, Atsuyuki Morishima, Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, and Gautam Das
  
• Human Factors in Crowdsourcing
  Sihem Amer-Yahia, Senjuti Basu Roy
  VLDB 2016 (tutorial)
• Fast Best-Effort Search on Graphs with Multiple Attributes
  Senjuti Basu Roy, Tina Eliassi-Rad, Spiros Papadimitriou
  ICDE 2016

2015

• Task Assignment Optimization in Collaborative Crowdsourcing
  Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, and Gautam Das
  ICDM 2015
• Dynamic Hierarchical Classification for Patient Risk-of-Readmission
  Senjuti Basu Roy, Ankur Teredesai, Kiyana Zolfaghar, Rui Liu, David Hazel, Stacey Newman, Albert Marinez
  ACM SIGKDD 2015
• Worker Skill Estimation in Team-Based Tasks
  Habibur Rahman, Saravanan Thirumuruganathan, Senjuti Basu Roy, Sihem Amer-Yahia, Gautam Das
  VLDB 2015
• Task-Assignment Optimization in Knowledge Intensive Crowdsourcing
  Senjuti Basu Roy,Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
  VLDB Journal 2015
• From Group Recommendations to Group Formation
  Senjuti Basu Roy, Laks V.S. Lakshmanan, Rui Liu
  SIGMOD 2015
• From Complex Object Exploration to Complex Crowdsourcing
  Sihem Amer-Yahia, Senjuti Basu Roy
  WWW 2015 (tutorial)
• ECCO- A Framework for Ecological Data Collection and Management Involving Human Workers
  Senjuti Basu Roy, Sihem Amer-Yahia, Lucas Joppa
  EDBT 2015
• Group Recommendation with Temporal Affinities
  Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, Senjuti Basu Roy, Nafiseh Shabib
  EDBT 2015