Darshana is a Postdoctoral Associate at the Singapore-MIT Alliance for Research and Technology (SMART).
He earned his PhD from Singapore Management University (SMU), where he conducted his doctoral research on pervasive sensing and spatial computing under the supervision of Professor Archan Misra.
Prior to his doctoral studies, he served as a Research Engineer at the SMU-Living Analytics Research Center (LARC). He holds a Bachelor's degree in Engineering from the University of Moratuwa, Sri Lanka.
4D Reconstruction with Events & RGB
Year of Publication:
Venue:
The 19th European Conference on Computer Vision (ECCV 2026): 3rd Workshop on Neuromorphic Vision: Advantages and Applications of Event Cameras
2026
Publication Type:
Conference
Status:
Accepted
Authors:
Dulanga Weerakoon (SMART), Darshana Rathnayake (SMART), Van Minh Do (SMART), Hemanth
Sabbella (SMU), Kaichen Zhou (MIT), Fangneng Zhan (MIT), Alok Prakash (SMART), Sanjay Sarma (MIT),
Archan Misra (SMU), and Paul Pu Liang (MIT)
NeuroLiDAR: Adaptive Frame Rate Depth Sensing via Neuromorphic Event-LiDAR Fusion
Year of Publication:
Venue:
2026 IEEE International Conference on Robotics & Automation (ICRA)
2026
Publication Type:
Conference
Status:
Accepted
Authors:
Darshana Rathnayake (SMU, SMART), Dulanga Weerakoon (SMART), Meera Radhakrishnan (UTS Australia), Archan Misra (SMU)
Year of Publication:
Venue:
21st ACM Conference on Embedded Networked Sensor Systems
2024
Publication Type:
Conference
Status:
Published
Authors:
Darshana Rathnayake (SMU), Dulanga Weerakoon (SMART), Meera Radhakrishnan (SMU), Vigneshwaran Subbaraju (SMU), Inseok Hwang (IBM), Archan Misra (SMU)
Year of Publication:
Venue:
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2024
Publication Type:
Conference
Status:
Published
Authors:
Darshana Rathnayake (SMU), Hemanth Sabella (SMU), Meera Radhakrishnan (University of Technology Sydney), Archan Misra (SMU)
Year of Publication:
Venue:
mRose 2024 Workshop, in conjunction with EWSN 2024
2024
Publication Type:
Conference
Status:
Published
Authors:
Darshana Rathnayake (SMU), Razat Sutradhar (Georgia State University), Abbaas Alif Mohamed Nishar (Georgia State University), Dulaj Weerakoon (SMART), Ashwin Ashok (Georgia State University), Archan Misra (SMU)
Year of Publication:
Venue:
ACM Transactions on Internet of Things
2024
Publication Type:
Journal
Status:
Published
Authors:
Darshana Rathnayake (SMU), Meera Radhakrishnan (University of Technology Sydney), Inseok Hwang (POSTECH), and Archan Misra (SMU)