Projects per year
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Collaborations and top research areas from the last five years
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SHF: Small: Design Methodologies for Interpretable Differentiable Logic Networks
Jha, N. K. (PI)
NSF - National Science Foundation
7/1/24 → 6/30/27
Project: Research project
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I-Corps: Advanced Security for Healthcare Systems
Jha, N. K. (PI)
NSF - National Science Foundation
2/1/24 → 1/31/25
Project: Research project
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CNS Core: Small: CNN-Accelerator Co-Design
Jha, N. K. (PI)
NSF - National Science Foundation
8/1/22 → 7/31/25
Project: Research project
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CCF: SHF: Small: Transformer synthesis
Jha, N. K. (PI)
NSF - National Science Foundation
2/1/22 → 1/31/25
Project: Research project
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CNS Core: Small: Ultra-Efficient Neural Network and LSTM Architectures
Jha, N. K. (PI)
NSF - National Science Foundation
10/1/19 → 9/30/23
Project: Research project
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CTRL: Clustering Training Losses for Label Error Detection
Yue, C. & Jha, N. K., 2024, In: IEEE Transactions on Artificial Intelligence. 5, 8, p. 4121-4135 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling
Tuli, S., Lin, C. H., Hsu, Y. C., Jha, N. K., Shen, Y. & Jin, H., 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 3322-3345 24 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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EdgeTran: Device-Aware Co-Search of Transformers for Efficient Inference on Mobile Edge Platforms
Tuli, S. & Jha, N. K., Jun 1 2024, In: IEEE Transactions on Mobile Computing. 23, 6, p. 7012-7029 18 p.Research output: Contribution to journal › Article › peer-review
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SECRETS: Subject-efficient clinical randomized controlled trials using synthetic intervention
Lala, S. & Jha, N. K., Apr 2024, In: Contemporary Clinical Trials Communications. 38, 101265.Research output: Contribution to journal › Article › peer-review
Open Access -
AccelTran: A Sparsity-Aware Accelerator for Dynamic Inference with Transformers
Tuli, S. & Jha, N. K., Nov 1 2023, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 42, 11, p. 4038-4051 14 p.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations