| layout | title | sitemap |
|---|---|---|
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Research |
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| Year | Agency | Role | Description | Amount (in USD) |
|---|---|---|---|---|
| 2024-2027 | DOE | co-PI | ENGAGE: ENGAGE:Energy-efficient Novel Algorithms and Architec- tures for Graph Learning | $6,900,000 |
| 2024-2028 | DOE | Thrust Lead | AI-GREEC: Artificial Intelligence and Knowledge Graphs to Accelerate Energy- Efficient Computing | $3,200,000 |
| 2022-2027 | DOE | Deputy Director | Sparsitute | $14,000,000 |
| 2020-2024 | DOE | co-PI | Advances in Machine Learning to Improve Scientific Discovery at Exascale and Beyond (ASCEND) | $4,800,000 |
| 2019-2023 | DOE | co-PI | Exalearn : Exascale Machine Learning Technologies | $3,000,000 |
| 2017-19 | DOE-LDRD | PI | Scalable Non-linear Unmixing with Physical Constraints for Scientific Data | $900,000 |
| 2017-19 | DOE-LDRD | co-PI | Accelerating end-to-end prediction of physical phenomena by interleaving analytics with multiscale simulations on Exascale architectures | $600,000 |
| 2016-19 | NSF | Ext Collab | High Performance Low Rank Approximation for Scalable Data Analytics | $900,000 |
| 2016-17 | DOE-LDRD | PI | Mini-Apps for Data-Intensive Discovery on Big Data Architectures | $460,000 |
| 2016-17 | DOE-SEED | PI | Scalable Dimensionality Reduction for Non-negative Higher Order Tensors | $190,000 |
| 2016 | NSF | Travel Grant for PPoPP | $1,500 |
- Minisymposium titled Constrained Low-Rank Matrix and Tensor Approximations in SIAM ALA18
- Fragile Earth - Theory Guided Data Science to Enhance Scientific Discovery (FEED) Workshop at KDD'2018, KDD'19, KDD'20, KDD'21, KDD'22, KDD'23
- ORNL Core Universities AI Workshop -- 2019, 2022, 2023, 2024
- PHYSICS-GUIDED AI TO ACCELERATE SCIENTIFIC DISCOVERY
- 2023 Sparse Tensor Workshop
- AAAI Bridge On Knowledge-Guided Machine Learning
KDD'2015, CIKM'2015, ICDM'2015, KDD'2016, ICML'2017, KDD'2018, KDD'2019, SC'2019, KDD'2020, SC'2021, SC'2022, SC'2023, ICML'2023, SC'2024, AAAI'2024, IPDPS'2024
TKDE, TPAMI, IEEE Signal Processing Letters, DAMI, JMLC, ESWA, TKDD, Entropy, Interfaces, KAIS, Information Sciences, JBHI
- November 2023 : UT-Battelle Research Accomplishment Award
- November 2022 : Gordon Bell Finalist in Super Computing
- November 2020 : Gordon Bell Finalist in Super Computing
- R&D 100 Award Finalist in 2020
- November 2019: Lead the team that listed OLCF Summit at 3rd place on Graph500
- November 2020: Finalist, Gordon Bell Prize, ACM/IEEE Conf. Supercomputing (SC) (Winners to be announced in November 2020)
- Learning with the Flow
- Not-so-plain sight
- First Exascale Graph AI Demonstration
- R & D 100 Awards Finalist
- Gordon Bell Finalist Uses Supercomputing to Connect the Dots
- Four Teams Using ORNL Summit Supercomputer Named Finalists In 2020 Gordon Bell Prize
- ORNL SNAPSHOT
- Mining for COVID Connections
- Summit Rank ON Graph500 List Using Only A Fration Of Its Comput- ing Power
- ACM Connecting the Bytes
- IISC AANA National Meeting on Big Data, Encryption & Cyber Security, and Technology in Healthcare Chicago, IL, August 26th, 2018 - Presentation
- Practical Matrix Factorization for Spatial and Spatio-Temporal Data - SSTDM workshop in ICDM 2018
- Wakeforest University - 21-July-2017 - Announcement Presentation
- Distributed Nonnegative Tensor Low Rank Approximation for Large-Scale Clustering - Optimization Methods and Parallel Computing for Tensor Problems - Part I of II - SIAM CSE 2017 - Abstract Presentation
- SOA and zSeries, In the conference of Leverage the Smart SOA-IBM developerworks, Chennai, 2009
- Enterprise Modernization using IBM Host Access Transformation Services, Rational Software Development Conference, Bangalore, 2007
