EGDIM: evolving graph database indexing method. - Shariful Islam; Anna Fariha; Chowdhury Farhan Ahmed; Byeong-Soo Jeong (ICUIMC, 2012)

Correlation Mining in Graph Databases with a New Measure. - Md. Samiullah 001; Chowdhury Farhan Ahmed; Manziba Akanda Nishi; Anna Fariha; S. M. Abdullah; Md. Rafiqul Islam 001 (APWeb, 2013)

Mining Frequent Patterns from Human Interactions in Meetings Using Directed Acyclic Graphs. - Anna Fariha; Chowdhury Farhan Ahmed; Carson Kai-Sang Leung; S. M. Abdullah; Longbing Cao (PAKDD (1), 2013)

Mining frequent correlated graphs with a new measure. - Md. Samiullah 001; Chowdhury Farhan Ahmed; Anna Fariha; Md. Rafiqul Islam 001; Nicolas Lachiche (Expert Syst. Appl., 2014)

GSCS - Graph Stream Classification with Side Information. - Amit Mandal 002; Mehedi Hasan; Anna Fariha; Chowdhury Farhan Ahmed (APWeb, 2015)

An efficient method for extracting subtrees against forest query. - Shafaet Ashraf; Sheikh Muhammad Sarwar; Md. Abeed Hassan; Saifuddin Md. Tareeq; Anna Fariha (IMCOM, 2015)

A Sliding Window-Based Algorithm for Detecting Leaders from Social Network Action Streams. - Quazi Marufur Rahman; Anna Fariha; Amit Mandal 002; Chowdhury Farhan Ahmed; Carson K. Leung (WI-IAT (1), 2015)

A new framework for mining frequent interaction patterns from meeting databases. - Anna Fariha; Chowdhury Farhan Ahmed; Carson K. Leung; Md. Samiullah 001; Suraiya Pervin; Longbing Cao (Eng. Appl. Artif. Intell., 2015)

SQuID: Semantic Similarity-Aware Query Intent Discovery. - Anna Fariha; Sheikh Muhammad Sarwar; Alexandra Meliou (SIGMOD Conference, 2018)

Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity. - Anna Fariha; Alexandra Meliou (Proc. VLDB Endow., 2019)

ExTuNe: Explaining Tuple Non-conformance. - Anna Fariha; Ashish Tiwari 001; Arjun Radhakrishna; Sumit Gulwani (SIGMOD Conference, 2020)

Causality-Guided Adaptive Interventional Debugging. - Anna Fariha; Suman Nath; Alexandra Meliou (SIGMOD Conference, 2020)

Data Invariants: On Trust in Data-Driven Systems. - Anna Fariha; Ashish Tiwari 001; Arjun Radhakrishna; Sumit Gulwani; Alexandra Meliou (CoRR, 2020)

Example-Driven User Intent Discovery: Empowering Users to Cross the SQL Barrier Through Query by Example. - Anna Fariha; Lucy Cousins; Narges Mahyar; Alexandra Meliou (CoRR, 2020)

SuDocu: Summarizing Documents by Example. - Anna Fariha; Matteo Brucato; Peter J. Haas; Alexandra Meliou (Proc. VLDB Endow., 2020)

CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning. - Anna Fariha; Ashish Tiwari 001; Alexandra Meliou; Arjun Radhakrishna; Sumit Gulwani (SIGMOD Conference, 2021)

Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems. - Anna Fariha; Ashish Tiwari 001; Arjun Radhakrishna; Sumit Gulwani; Alexandra Meliou (SIGMOD Conference, 2021)

Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. - Maliha Tashfia Islam; Anna Fariha; Alexandra Meliou (CoRR, 2021)

DataExposer: Exposing Disconnect between Data and Systems. - Sainyam Galhotra; Anna Fariha; Raoni Lourenço; Juliana Freire; Alexandra Meliou; Divesh Srivastava (CoRR, 2021)

DICE: Data Discovery by Example. - El Kindi Rezig; Anshul Bhandari; Anna Fariha; Benjamin Price; Allan Vanterpool; Vijay Gadepally; Michael Stonebraker (Proc. VLDB Endow., 2021)

Examples are All You Need: Iterative Data Discovery by Example in Data Lakes. - El Kindi Rezig; Anshul Bhandari; Anna Fariha; Benjamin Price; Allan Vanterpool; Andrew Bowne; Lindsey McEvoy; Vijay Gadepally (CIDR, 2022)

DataPrism: Exposing Disconnect between Data and Systems. - Sainyam Galhotra; Anna Fariha; Raoni Lourenço; Juliana Freire; Alexandra Meliou; Divesh Srivastava (SIGMOD Conference, 2022)

Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. - Maliha Tashfia Islam; Anna Fariha; Alexandra Meliou; Babak Salimi (SIGMOD Conference, 2022)

Neurosymbolic repair for low-code formula languages. - Rohan Bavishi; Harshit Joshi; José Cambronero; Anna Fariha; Sumit Gulwani; Vu Le 002; Ivan Radicek; Ashish Tiwari 001 (Proc. ACM Program. Lang., 2022)

CoWrangler: Recommender System for Data-Wrangling Scripts. - Bhavya Chopra; Anna Fariha; Sumit Gulwani; Austin Z. Henley; Daniel Perelman; Mohammad Raza; Sherry Shi; Danny Simmons; Ashish Tiwari 001 (SIGMOD Conference Companion, 2023)

Rapidash: Efficient Constraint Discovery via Rapid Verification. - Zifan Liu; Shaleen Deep; Anna Fariha; Fotis Psallidas; Ashish Tiwari 001; Avrilia Floratou (CoRR, 2023)

Conversational Challenges in AI-Powered Data Science: Obstacles, Needs, and Design Opportunities. - Bhavya Chopra; Ananya Singha; Anna Fariha; Sumit Gulwani; Chris Parnin; Ashish Tiwari 001; Austin Z. Henley (CoRR, 2023)

Investigating Student Mistakes in Introductory Data Science Programming. - Anjali Singh; Anna Fariha; Christopher Brooks 001; Gustavo Soares; Austin Z. Henley; Ashish Tiwari 001; Chethan M; Heeryung Choi; Sumit Gulwani (SIGCSE (1), 2024)

Formative Study for AI-assisted Data Visualization. - Rania Saber; Anna Fariha (CoRR, 2024)

Development of Data Evaluation Benchmark for Data Wrangling Recommendation System. - Yuqing Wang; Anna Fariha (CoRR, 2024)

Rapidash: Efficient Detection of Constraint Violations. - Zifan Liu; Shaleen Deep; Anna Fariha; Fotis Psallidas; Ashish Tiwari 001; Avrilia Floratou (Proc. VLDB Endow., 2024)

UTOPIA: Automatic Pivot Table Assistant. - Whanhee Cho; Anna Fariha (Proc. VLDB Endow., 2024)

Challenges in Using Conversational AI for Data Science. - Bhavya Chopra; Ananya Singha; Anna Fariha; Sumit Gulwani; Chris Parnin; Ashish Tiwari 001; Austin Z. Henley (HILDA@SIGMOD, 2025)

DataMorpher: Automatic Data Transformation Using LLM-Based Zero-Shot Code Generation. - Ankita Sharma; Jaykumar Tandel; Xuanmao Li; Lanjun Wang; Anna Fariha; Liang Zhang; Syed Arsalan Ahmed Naqvi; Irbaz Bin Riaz; Lei Cao; Jia Zou 001 (ICDE, 2025)

ChARLES: Change-Aware Recovery of Latent Evolution Semantics in Relational Data. - Shiyi He; Alexandra Meliou; Anna Fariha (SIGMOD Conference Companion, 2025)

Data-Semantics-Aware Recommendation of Diverse Pivot Tables. - Whanhee Cho; Anna Fariha (CoRR, 2025)