Akshay Jain

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 48

Top Venues

CoRR

J. Biomed. Informatics

FUZZ-IEEE

AMIA

University of California, Irvine, USA (PHD)

Education History

University of California, Irvine, USA

PHD

Publications

Andrea Bedin, Akshay Jain, Andrea Zanella, Karthik Upadhya
Heterogeneous Rank Beamforming for Industrial Communications. CoRR (2023)
Rohith Rajesh, Sumit Jagdish Darak, Akshay Jain, Shivam Chandhok, Animesh Sharma
Hardware-Software Co-Design of Statistical and Deep-Learning Frameworks for Wideband Sensing on Zynq System on Chip. IEEE Trans. Very Large Scale Integr. Syst. 31 (1) (2023)
Sergi Abadal, Akshay Jain, Robert Guirado, Jorge López-Alonso, Eduard Alarcón
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators. ACM Comput. Surv. 54 (9) (2022)
Raveesh Garg, Eric Qin, Francisco Muñoz-Martínez, Robert Guirado, Akshay Jain, Sergi Abadal, José L. Abellán, Manuel E. Acacio, Eduard Alarcón, Sivasankaran Rajamanickam, Tushar Krishna
Understanding the Design-Space of Sparse/Dense Multiphase GNN dataflows on Spatial Accelerators. IPDPS (2022)
Rohith Rajesh, Sumit Jagdish Darak, Akshay Jain, Shivam Chandhok, Animesh Sharma
Hardware Software Co-design of Statistical and Deep Learning Frameworks for Wideband Sensing on Zynq System on Chip. CoRR (2022)
Neeti Vyas, Harsh Kothari, Akshay Jain, Abhijit R. Joshi
Automated question and test-paper generation system. Int. J. Comput. Aided Eng. Technol. 16 (3) (2022)
Sanat Agrawal, Akshay Jain
Physical Modelling of Nanda Devi National Park, a Natural World Heritage Site, from GIS Data. Cartogr. Int. J. Geogr. Inf. Geovisualization 57 (2) (2022)
Robert Guirado, Akshay Jain, Sergi Abadal, Eduard Alarcón
Characterizing the Communication Requirements of GNN Accelerators: A Model-Based Approach. ISCAS (2021)
Hamidreza Taghvaee, Akshay Jain, Xavier Timoneda, Christos Liaskos, Sergi Abadal, Eduard Alarcón, Albert Cabellos-Aparicio
Radiation Pattern Prediction for Metasurfaces: A Neural Network-Based Approach. Sensors 21 (8) (2021)
Joshua Klein, Alexandre Levisse, Giovanni Ansaloni, David Atienza, Marina Zapater, Martino Dazzi, Geethan Karunaratne, Irem Boybat, Abu Sebastian, Davide Rossi, Francesco Conti, Elana Pereira de Santana, Peter Haring Bolívar, Mohamed Saeed, Renato Negra, Zhenxing Wang, Kun-Ta Wang, Max C. Lemme, Akshay Jain, Robert Guirado, Hamidreza Taghvaee, Sergi Abadal
Architecting more than Moore: wireless plasticity for massive heterogeneous computer architectures (WiPLASH). CF (2021)
Carlos Pupiales, Daniela Laselva, Quentin De Coninck, Akshay Jain, Ilker Demirkol
Multi-Connectivity in Mobile Networks: Challenges and Benefits. IEEE Commun. Mag. 59 (11) (2021)
Pete Wegier, Jeffery L. Belden, Shannon M. Canfield, Victoria A. Shaffer, Sonal J. Patil, Michael LeFevre, K. D. Valentine, Mihail Popescu, Linsey M. Steege, Akshay Jain, Richelle J. Koopman
Home blood pressure data visualization for the management of hypertension: using human factors and design principles. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Carlos Pupiales, Daniela Laselva, Quentin De Coninck, Akshay Jain, Ilker Demirkol
Multi-Connectivity in Mobile Networks: Challenges and Benefits. CoRR (2021)
Raveesh Garg, Eric Qin, Francisco Muñoz-Martínez, Robert Guirado, Akshay Jain, Sergi Abadal, José L. Abellán, Manuel E. Acacio, Eduard Alarcón, Sivasankaran Rajamanickam, Tushar Krishna
A Taxonomy for Classification and Comparison of Dataflows for GNN Accelerators. CoRR (2021)
Akshay Jain, Elena López-Aguilera, Ilker Demirkol
User association and resource allocation in 5G (AURA-5G): A joint optimization framework. Comput. Networks 192 (2021)
Robert Guirado, Akshay Jain, Sergi Abadal, Eduard Alarcón
Characterizing the Communication Requirements of GNN Accelerators: A Model-Based Approach. CoRR (2021)
Akshay Jain, Elena López-Aguilera, Ilker Demirkol
Are mobility management solutions ready for 5G and beyond? Comput. Commun. 161 (2020)
Sergi Abadal, Robert Guirado, Hamidreza Taghvaee, Akshay Jain, Elana Pereira de Santana, Peter Haring Bolívar, Mohamed Saeed Elsayed, Renato Negra, Zhenxing Wang, Kun-Ta Wang, Max C. Lemme, Joshua Klein, Marina Zapater, Alexandre Levisse, David Atienza, Davide Rossi, Francesco Conti, Martino Dazzi, Geethan Karunaratne, Irem Boybat, Abu Sebastian
Graphene-based Wireless Agile Interconnects for Massive Heterogeneous Multi-chip Processors. CoRR (2020)
Akshay Jain, Elena López-Aguilera, Ilker Demirkol
User Association and Resource Allocation in 5G (AURA-5G): A Joint Optimization Framework. CoRR (2020)
Darryl Hannan, Akshay Jain, Mohit Bansal
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs. AAAI (2020)
Darryl Hannan, Akshay Jain, Mohit Bansal
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs. CoRR (2020)
Maria Torres Vega, Christos Liaskos, Sergi Abadal, Evangelos Papapetrou, Akshay Jain, Belkacem Mouhouche, Gökhan Kalem, Salih Ergüt, Marian Mach, Tomas Sabol, Albert Cabellos-Aparicio, Christoph Grimm, Filip De Turck, Jeroen Famaey
Immersive Interconnected Virtual and Augmented Reality: A 5G and IoT Perspective. J. Netw. Syst. Manag. 28 (4) (2020)
Akshay Jain, Pulkit Goel, Shivam Aggarwal, Alexander Fell, Saket Anand
Symmetric $k$-Means for Deep Neural Network Compression and Hardware Acceleration on FPGAs. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Akshay Jain, Mihail Popescu, James Keller, Marilyn Rantz, Brianna Markway
Corrigendum to "Linguistic summarization of in-home sensor data" [J. Biomed. Inf. 96 (2019) 103240]. J. Biomed. Informatics 110 (2020)
Richelle J. Koopman, Shannon M. Canfield, Jeffery L. Belden, Pete Wegier, Victoria A. Shaffer, K. D. Valentine, Akshay Jain, Linsey M. Steege, Sonal J. Patil, Mihail Popescu, Michael LeFevre
Home blood pressure data visualization for the management of hypertension: designing for patient and physician information needs. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Sergi Abadal, Akshay Jain, Robert Guirado, Jorge López-Alonso, Eduard Alarcón
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators. CoRR (2020)
Hamidreza Taghvaee, Akshay Jain, Xavier Timoneda, Christos Liaskos, Sergi Abadal, Eduard Alarcón, Albert Cabellos-Aparicio
Radiation pattern prediction for Metasurfaces: A Neural Network based approach. CoRR (2020)
Jeffery L. Belden, Pete Wegier, Shannon M. Canfield, Sonal J. Patil, Victoria A. Shaffer, Linsey M. Steege, Mihail Popescu, K. D. Valentine, Akshay Jain, Michael LeFevre, Richelle J. Koopman
Further Data Visualization Designs to Support Shared Decision Making About Blood Pressure. AMIA (2019)
Akshay Jain, Mihail Popescu, James M. Keller, Marilyn Rantz, Brianna Markway
Linguistic summarization of in-home sensor data. J. Biomed. Informatics 96 (2019)
Akshay Jain, James Keller, Mihail Popescu
Explainable AI For Dataset Comparison. FUZZ-IEEE (2019)
Akshay Jain, Elena López-Aguilera, Ilker Demirkol
Are Mobility Management Solutions Ready for 5G? CoRR (2019)
Mahmoud Khairy, Akshay Jain, Tor M. Aamodt, Timothy G. Rogers
A Detailed Model for Contemporary GPU Memory Systems. ISPASS (2019)
Akshay Jain, Elena López-Aguilera, Ilker Demirkol
Evolutionary 4G/5G Network Architecture Assisted Efficient Handover Signaling. IEEE Access 7 (2019)
Anthony Gutierrez, Bradford M. Beckmann, Alexandru Dutu, Joseph Gross, Michael LeBeane, John Kalamatianos, Onur Kayiran, Matthew Poremba, Brandon Potter, Sooraj Puthoor, Matthew D. Sinclair, Mark Wyse, Jieming Yin, Xianwei Zhang, Akshay Jain, Timothy G. Rogers
Lost in Abstraction: Pitfalls of Analyzing GPUs at the Intermediate Language Level. HPCA (2018)
Akshay Jain, Elena López-Aguilera, Ilker Demirkol
Improved Handover Signaling for 5G Networks. PIMRC (2018)
Akshay Jain, Elena López-Aguilera, Ilker Demirkol
Enhanced Handover Signaling through Integrated MME-SDN Controller Solution. VTC Spring (2018)
Madhura Thosar, Sebastian Zug, Alpha Mary Skaria, Akshay Jain
A Review of Knowledge Bases for Service Robots in Household Environments. AIC (2018)
Akshay Jain, Mahmoud Khairy, Timothy G. Rogers
A Quantitative Evaluation of Contemporary GPU Simulation Methodology. SIGMETRICS (Abstracts) (2018)
Mahmoud Khairy, Akshay Jain, Tor M. Aamodt, Timothy G. Rogers
Exploring Modern GPU Memory System Design Challenges through Accurate Modeling. CoRR (2018)
Akshay Jain, Mahmoud Khairy, Timothy G. Rogers
A Quantitative Evaluation of Contemporary GPU Simulation Methodology. Proc. ACM Meas. Anal. Comput. Syst. 2 (2) (2018)
Akshay Jain, Mihail Popescu, James Keller, Jeffery L. Belden, Richelle J. Koopman, Sonal J. Patil, Shannon Canfield, Linsey M. Steege, Victoria A. Shaffer, Pete Wegier, K. D. Valentine, A. Hathaway
A decision support system for home BP measurements. PervasiveHealth (2017)
Akshay Jain, Alexander Fell, Saket Anand
A Parallel Architecture for High Frame Rate Stereo using Semi-Global Matching. BMVC (2017)
Rakibul Islam Rony, Akshay Jain, Elena López-Aguilera, Eduard Garcia Villegas, Ilker Demirkol
Joint Access-Backhaul Perspective on Mobility Management in 5G Networks. CoRR (2017)
Rakibul Islam Rony, Akshay Jain, Elena López-Aguilera, Eduard Garcia Villegas, Ilker Demirkol
Joint access-backhaul perspective on mobility management in 5G networks. CSCN (2017)
Akshay Jain, Mihail Popescu, James Keller
Linguistic Summarization of Sensor Data Leading to Health Events. AMIA (2017)
Akshay Jain, Elena López-Aguilera, Ilker Demirkol
Mobility Management as a Service for 5G Networks. CoRR (2017)
Akshay Jain, James M. Keller, James C. Bezdek
Quantitative and qualitative comparison of periodic sensor data. BHI (2016)
Akshay Jain, Tianqi Jiang, James M. Keller
Impact of the Shape of Membership Functions on the Truth Values of Linguistic Protoform Summaries. IPMU (1) (2016)
Akshay Jain, James M. Keller
Textual summarization of events leading to health alerts. EMBC (2015)
Luzhou Xu, Jian Li, Akshay Jain
Impact of strong direct blast on active sonar systems. IEEE Trans. Aerosp. Electron. Syst. 51 (2) (2015)
Akshay Jain, James M. Keller
On the computation of semantically ordered truth values of linguistic protoform summaries. FUZZ-IEEE (2015)
Luzhou Xu, Jian Li, Akshay Jain
Active Sonar transmission strategies in the presence of strong direct blast. ACSSC (2014)
Charu, Parth Gargava, Sridhar Sharma, Ayush Arora, Akshay Jain
Special projection interfacing device for enhanced routing- S.P.I.D.E.R. ICACCI (2014)
Rajat Sharma, Akshay Jain, Rohit Rastogi
A new face to photo security of Facebook. IC3 (2013)
Deepali Virmani, Akshay Jain, Ankit Khandelwal, Divik Gupta, Nitin Garg
Dynamic Clustering Protocol for Data Forwarding in Wireless Sensor Networks. CoRR (2013)
Ajay Narayanan, Akshay Jain, B. Bowonder
Providing rural connectivity infrastructure: ICT diffusion through private sector participation. Int. J. Serv. Technol. Manag. 6 (3/4/5) (2005)
B. Bowonder, S. Sadhulla, Akshay Jain
Evolving an ICT platform for a traditional industry: transforming artisans into entrepreneurs. Int. J. Serv. Technol. Manag. 6 (3/4/5) (2005)
B. Bowonder, Akshay Jain, G. Narendra Kumar
E-governance in a fishermen community: a case study of Pondicherry. Int. J. Serv. Technol. Manag. 6 (3/4/5) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Akshay Jain