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V
Viktor K. Prasanna
University of Southern California
62
H-index
1.0K
Paper Count
1.8W
Citation Count
0
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Published Papers
74
Publication Date
Publication Date
Impact Factor
Citations
TypeBandit: Type-Level Context Allocation and Reweighting for Effective Attribute Completion in Heterogeneous Graph Neural Networks
IEEE Transactions on Big Data
IF
5.7
2026-08-20
0
PRE
AI
Ta-Yang Wang; Rajgopal Kannan; Viktor Prasanna
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ARGO+: Achieving Multi-Level Scalable GNN Training on Distributed Multi-Core Platform
IEEE Transactions on Parallel and Distributed Systems
IF
6
2026-05-29
0
PRE
AI
Yi-Chien Lin; Yuyang Chen; Sameh Gobriel; Nilesh Jain; Viktor Prasanna
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OLA+: Multi-FPGA O ver l ay A ccelerator System for Fully Homomorphic Encryption
ACM Transactions on Reconfigurable Technology and Systems
IF
2.8
2026-01-01
0
PRE
AI
Yang Yang; Rajgopal Kannan; Viktor K. Prasanna
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Accelerating Independent Multi-Agent Reinforcement Learning on Multi-GPU Platforms
EURO-PAR 2025: PARALLEL PROCESSING, PT III
IF
0
2026-01-01
0
PRE
AI
Wiggins, Samuel; Gupta, Nikunj; Zgheib, Grace; Iyer, Mahesh A.; Prasanna, Viktor
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Model–Architecture Codesign for High-Performance and Energy-Efficient SAR ATR on FPGA
IEEE Transactions on Geoscience and Remote Sensing
IF
8.6
2025-01-01
0
PRE
AI
Bingyi Zhang; Rajgopal Kannan; Carl Busart; Viktor K. Prasanna
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HitGNN: High-Throughput GNN Training Framework on CPU plus Multi-FPGA Heterogeneous Platform
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF
6
2024-05-01
0
OA
AI
Lin, Yi-Chien; Zhang, Bingyi; Prasanna, Viktor K.
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GraphAGILE: An FPGA-Based Overlay Accelerator for Low-Latency GNN Inference
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF
6
2023-09-01
6
OA
AI
Zhang, Bingyi; Zeng, Hanqing; Prasanna, Viktor K.
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A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF
6
2023-06-01
8
PRE
AI
Zhang, Chi; Meng, Yuan; Prasanna, Viktor
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Behind-the-Meter Solar Generation Disaggregation at Varying Aggregation Levels Using Consumer Mixture Models
ieee transactions on cloud computing
IF
3.9
2023-01-01
2
OA
AI
Cheung, Chung Ming; Kuppannagari, Sanmukh Rao; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K.
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Safe Building HVAC Control via Batch Reinforcement Learning
ieee transactions on cloud computing
IF
3.9
2022-10-01
13
OA
AI
Zhang, Chi; Kuppannagari, Sanmukh Rao; Prasanna, Viktor K.
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PPOAccel: A High-Throughput Acceleration Framework for Proximal Policy Optimization
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF
6
2022-09-01
6
OA
AI
Meng, Yuan; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor
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Introduction to Special Issue on FPGAs in Data Centers, Part II
ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF
2.8
2022-05-10
0
PRE
AI
Eguro, Ken; Neuendorffer, Stephen; Prasanna, Viktor; Rong, Hongbo
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Introduction to Special Issue on FPGAs in Data Centers
ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF
2.8
2022-01-31
1
PRE
AI
Eguro, Ken; Neuendorffer, Stephen; Prasanna, Viktor; Rong, Hongbo
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C-MemMAP: clustering-driven compact, adaptable, and generalizable meta-LSTM models for memory access prediction
INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF
2.8
2021-06-18
11
PRE
AI
Zhang, Pengmiao; Srivastava, Ajitesh; Wang, Ta-Yang; De Rose, Cesar A. F.; Kannan, Rajgopal; Prasanna, Viktor K.
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Accelerating Stochastic Gradient Descent Based Matrix Factorization on FPGA
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF
6
2020-08-01
10
OA
AI
Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K.
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Disaggregation of Behind-the-Meter Solar Generation in Presence of Energy Storage Resources
2020 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY (SUSTECH)
IF
0
2020-04-01
1
PRE
AI
Cheung, Chung Ming; Kuppannagari, Sanmukh Rao; Kannan, Rajgopal; Prasanna, Viktor K.
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Extracting entity-specific substructures for RDF graph embeddings
SEMANTIC WEB
IF
2.9
2019-10-28
1
PRE
AI
Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K.
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HitGraph: High-throughput Graph Processing Framework on FPGA
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF
6
2019-10-01
72
PRE
AI
Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K.; Seetharaman, Guna; Wu, Qing
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Privacy Engineering for the Smart Micro-Grid
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2019-05-01
14
OA
AI
Pal, Ranjan; Hui, Pan; Prasanna, Viktor
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Optimal Discrete Net-Load Balancing in Smart Grids with High PV Penetration
ACM TRANSACTIONS ON SENSOR NETWORKS
IF
4.7
2018-11-27
5
OA
AI
Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K.
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Research Directions
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Co-authors
Cooperation Journals
B
Bhaskar Krishnamachari
H-index: 75 · Papers: 614
Pan Hui
(Pan Hui)
H-index: 61 · Papers: 683
S
Sartaj Sahni
H-index: 57 · Papers: 529
W
Wayne Luk
H-index: 54 · Papers: 820
H
Howard Jay Siegel
H-index: 51 · Papers: 554
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