Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Vasant Gajanan Honavar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Center: National Synthesis Center for Emergence in the Molecular and Cellular Sciences
O'Brien, Jr., E. P. (PI) & Honavar, V. G. (CoPI)
5/1/24 → 4/30/29
Project: Research project
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FW-HTF-RL/Collaborative Research: Future of Digital Facility Management (Future of DFM)
Asadi, S. (PI), Honavar, V. G. (CoPI) & Louie, N. K. (CoPI)
11/1/23 → 10/31/27
Project: Research project
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III: Small: Predictive Modeling from High-Dimensional, Sparsely and Irregularly Sampled, Longitudinal Data
Honavar, V. G. (PI)
10/1/22 → 9/30/25
Project: Research project
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Collaborative Research: RESEARCH-PGR: Genetic and environmentally-induced functional variation in the rice RNA structurome
Ferrero-Serrano, A. (CoPI), Assmann, S. M. (CoPI), Honavar, V. G. (CoPI), Bevilacqua, P. C. (PI) & Tack, D. (CoPI)
10/1/21 → 9/30/26
Project: Research project
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A practical guide to machine learning interatomic potentials – Status and future
Jacobs, R., Morgan, D., Attarian, S., Meng, J., Shen, C., Wu, Z., Xie, C. Y., Yang, J. H., Artrith, N., Blaiszik, B., Ceder, G., Choudhary, K., Csanyi, G., Cubuk, E. D., Deng, B., Drautz, R., Fu, X., Godwin, J., Honavar, V. & Isayev, O. & 10 others, , Mar 2025, In: Current Opinion in Solid State and Materials Science. 35, 101214.Research output: Contribution to journal › Review article › peer-review
3 Scopus citations -
Checking Consistency of CP-Theory Preferences in Polynomial Time
Rauer, E., Basu, S. & Honavar, V., Apr 11 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 14 ed. Association for the Advancement of Artificial Intelligence, p. 15126-15133 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 14).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Class Incremental Learning from First Principles: A Review
Ashtekar, N., Zhu, J. & Honavar, V. G., 2025, In: Transactions on Machine Learning Research. 2025Research output: Contribution to journal › Article › peer-review
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Hyperdimensional Representation Learning for Node Classification and Link Prediction
Dalvi, A. & Honavar, V., Mar 10 2025, WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 88-97 10 p. (WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
Xiao, T., Yuan, Y., Zhu, H., Li, M. & Honavar, V. G., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations