The group has interests in Intention mining, Policy-driven databases, Information retrieval, Information dissemination in social networks, Semantic web data management, Opinion mining, Indexing and querying in graph databases, Spatio-temporal data analytics, Data wrangling.
Publications
Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion Proceedings Article
In: IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2024, Toronto, ON, Canada, April 9-11, 2024, pp. 710–722, IEEE, 2024.
TransDrift: Modeling Word-Embedding Drift using Transformer Proceedings Article
In: Tat-Seng Chua, Chong-Wah Ngo, Roy Ka-Wei Lee, Ravi Kumar, Hady W. Lauw (Ed.): Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024, pp. 1388–1393, ACM, 2024.
Union of Convex Separators (UCS) Proceedings Article
In: Sriraam Natarajan, Indrajit Bhattacharya, Richa Singh, Arun Kumar, Sayan Ranu, Kalika Bali, Abinaya K (Ed.): Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), Bangalore, India, January 4-7, 2024, pp. 586–587, ACM, 2024.
The Road to Explainable Graph Neural Networks Journal Article
In: SIGMOD Rec., vol. 53, no. 3, pp. 32–34, 2024.
Discovering symbolic laws directly from trajectories with hamiltonian graph neural networks Journal Article
In: Mach. Learn. Sci. Technol., vol. 5, no. 3, pp. 35049, 2024.
Members
