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Dive into the research topics where Niranjan Balasubramanian 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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Optimizing Machine Learning Models using Accurate Energy Prediction
Balasubramanian, A. (PI), Balasubramanian, N. (CoPI) & Gandhi, A. (CoPI)
Defense Advanced Research Projects Agency (DARPA)
06/5/26 → 06/30/27
Project: Research
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CLEAR IP: AI for Construction Engineering
Skiena, S. S. (PI), Balasubramanian, N. (CoPI), Burgueno, R. (CoPI) & Liang, C.-J. (CoPI)
Iovino Enterprises Limited Liability Company
05/1/26 → 12/31/26
Project: Research
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Artificial Intelligence Medication Reconciliation for Older Adults in the ED
Heslin, S. M. (PI), Balasubramanian, A. (CoPI), Balasubramanian, N. (CoPI), Ramakrishnan, I. V. (CoPI) & Singer, A. (CoPI)
Society for Academic Emergency Medicine Foundation
07/1/25 → 12/31/26
Project: Research
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AI Innovation Institute Seed Grant Fund Program
Skiena, S. S. (PI), Balasubramanian, A. (CoI), Balasubramanian, N. (CoI), Banerjee, R. (CoI), Brennan, S. (CoI), Dubnau, J. T. (CoI), Enikolopov, G. (CoI), Hajagos, J. (CoI), Hsiao, B. S. (CoI), Hu, C.-K. (CoI), Johnston, K. D. (CoI), Josephs, E. (CoI), Kurc, T. (CoI), Lemelin, J. M. (CoI), Li, R. (CoI), McKinnon, D. (CoI), McSweeney, J. (CoI), Prasanna, P. (CoI), Qin, R. (CoI), Ramakrishnan, I. V. (CoI), Rambow, O. (CoI), Reed, K. A. (CoI), Saltz, M. (CoI), Salzano, M. (CoI), Sharma, S. (CoI), Tassiopoulos, A. (CoI), Yin, Z. (CoI), Zelinsky, G. (CoI), Zhang, T. (CoI), Dollan, I. J. (CoI), Qian, X. (CoI), Rosati, B. (CoI), Shu, Z. (CoI), Song, T. (CoI) & Tirotta-Esposito, R. (CoI)
01/1/25 → 12/31/26
Project: Research
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Modular Reasoning Using Hybrid Inferential Formalisms
Balasubramanian, N. (PI) & Yu, N. (CoPI)
Defense Advanced Research Projects Agency (DARPA)
12/1/24 → 07/31/27
Project: Research
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Enabling Efficient SpMM for Sparse Attention on GEMM-Optimized Hardware with Block Aggregation
Ji, T., Balasubramanian, N., Ferdman, M. & Milder, P., Feb 21 2026, Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2026. Association for Computing Machinery, Inc, p. 67-78 12 p. (Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Syntax Is Easy, Semantics Is Hard: Evaluating LLMs for LTL Translation
Danso, P. K., Hasan, M. S., Balasubramanian, N. & Chowdhury, O., Jun 30 2026, SecDev 2026 - Proceedings of the 2026 ACM Secure Development Conference, Co-located with FSE 2026. Kannavara, R., Celik, Z. B., Rahaman, S. & Van Landuyt, D. (eds.). Association for Computing Machinery, Inc, p. 152-168 17 p. (SecDev 2026 - Proceedings of the 2026 ACM Secure Development Conference, Co-located with FSE 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Artspeak: An Interactive AR Application for Lifelike Speaking with Art Portraits
Garnaik, S. S. R., Balasubramanian, A., Balasubramanian, N. & Ryoo, J., 2025, Proceedings - 2025 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2025. Eck, U., Lee, G., Plopski, A., Smith, M., Sun, Q. & Tatzgern, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 826-836 11 p. (Proceedings - 2025 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Causal Graph based Event Reasoning using Semantic Relation Experts
Koupaee, M., Bai, X., Chen, M., Durrett, G., Chambers, N. & Balasubramanian, N., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 26169-26199 31 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks
Soni, N., Chitale, P., Singh, K., Balasubramanian, N. & Schwartz, H. A., 2025, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 7673-7682 10 p. (2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations