Senjuti Basu Roy

2026

• Lower-Bound Distance Queries under Partial Information
  Swastik Biswas, Sohrab Namazi Nia, Jees Augustine, Suraj Shetiya, Senjuti Basu Roy, Gautam Das
  accepted at VLDB 2026


• CoBLOC - Continuous Block Level Fairness on Data Streams
  Subhodeep Ghosh, Zhihui Du, Angela Bonifati,Manish Kumar, David Bader,Senjuti Basu Roy
  accepted at VLDB 2026


• Exploring Humans and LLMs Collaboration in the Data Science Pipeline
  Sohrab Namazi Nia, Senjuti Basu Roy
  accepted at journal Expert Systems with Applications


• ASMR: Agentic Schema Generation for Ship Maintenance Report Writing
  Sohrab Namazi Nia, Amogh Dalal, Ning Sa, Peter Ly, Marti Zentmaier, Tomek Strzalkowski, Jay Miller, Rishi Singh, Senjuti Basu Roy
  accepted at DASHSys Workshop, collocated with VLDB 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
  SIGMOD 2026


• MISFEAT: Feature Selection for Subgroups for Mutual Information Estimation
  B. Genossar, T. On, M. Islam, B. Eliav, S. Basu Roy, A. Gal
  ICDE 2026


• Vision Paper: Privacy-Preserving AEGIS for Secure Data-Sharing Ecosystems
  V. Madathill, S. Basu Roy
  accepted, SeQureDB 2026 Workshop at SIGMOD/PODS 2026


• AURA: Agentic AI for Unified Reliability Modeling and Annotation Aggregation
  S. Ghosh, S. Clarke, B. Divaaniaazar, M. Ishat-E-Rabban, S. Basu Roy
  accepted, HILDA 2026 Workshop at SIGMOD/PODS 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