Spotlight Presentation (I)

Date: 27 June, 2024
Time: 10:30 am – 12:30 pm
Venue: Melati Ballroom 4003-4, 4103-4

PLNet: Light Recipe Design for Indoor Farming through Generative Deep Learning
10:30 AM - 10:35 AM
Authors: Tanvi Verma (Institute of High Performance Computing (IHPC), A*STAR), Ricardo Shirota Filho (Institute of High Performance Computing (IHPC), A*STAR)


Efficient Wildfire Detection Framework Based on Artificial Intelligence Using Convolutional Neural Network and Multi-Color Filtering
10:35 AM - 10:40 AM
Authors: Rabbani Nur Kumoro (Universitas Gadjah Mada), Louis Widi Anandaputra (Universitas Gadjah Mada), Richardus Ferdian Dita Nugraha (Universitas Gadjah Mada), Wahyono (Universitas Gadjah Mada)


Gene Targeting Particle Swarm Optimization for Large-Scale Optimization Problem
10:40 AM - 10:45 AM
Authors: Zhi-Fan Tang (South China University of Technology), Liu-yue Luo (South China University of Technology), Xin-Xin Xu (Ocean University of China), Jian-Yu Li (Nankai University), Jing Xu (Nankai University), Jing-Hui Zhong (South China University of Technology), Jun Zhang (Nankai University), Zhi-Hui Zhan (Nankai University)


Sensor-Drift-Aware Time-Series Anomaly Detection for Climate Stations
10:45 AM - 10:50 AM
Authors: Bryce Chen (NIWA), Bryce Chen (NIWA), Victoria Huang (National Institute of Water and Atmospheric Research), Chen Wang (National Institute of Water and Atmospheric Research)


ARIMA Time Series Modelling for Energy Forecasting in Wireless Sensor Networks
10:50 AM - 10:55 AM
Authors: Ganeshkumar Pugalendhi (Anna University Chennai), Prasannavenkatesan Theerthagiri (GITAM University Bengaluru), A. Usha Ruby (SRMIST Ramapuram)


Active Semi-supervised Learning based on Global Uncertainty Variation with Noise Resistance
10:55 AM - 11:00 AM
Authors: Yufei WEN (The Hong Kong University of Science and Technology)


Category-Aware Test-Time Training Domain Adaptation
11:00 AM - 11:05 AM
Authors: Yangqin Feng (Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)), Xinxing Xu (Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)), Huazhu Fu (Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)), Yan Wang (Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)), Zizhou Wang (Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)), Liangli Zhen (Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)), Rick Siow Mong Goh (Institute of High Performance Computing, A*STAR), Yong Liu (Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR))


Wildfire Spread Prediction in North America Using Satellite Imagery and Vision Transformer
11:05 AM - 11:10 AM
Authors: Bronte Sihan Li (Northeastern University), Ryan Rad (Northeastern University)


Transforming GPP Estimation in Terrestrial Ecosystems using Remote Sensing and Transformers
11:10 AM - 11:15 AM
Authors: Yanting Zheng (Northeastern University), Ryan Rad (Northeastern University)


Efficient Offloading in UAV-MEC IoT Networks: Leveraging Digital Twins and Energy Harvesting
11:15 AM - 11:20 AM
Authors: Mehak Basharat (Toronto Metropolitan University), Muhammad Naeem (COMSATS University Islamabad), Asad M Khattak (Zayed University), Alagan ANPALAGAN (Toronto Metropolitan University)


Confidential and Protected Disease Classifier Using Fully Homomorphic Encryption
11:20 AM - 11:25 AM
Authors: Aditya Malik (SUNY Buffalo), Nalini Ratha (SUNY Buffalo), Bharat Yalavarthi (SUNY Buffalo), Tilak Sharma (SUNY Buffalo ), Arjun Kaushik (SUNY Buffalo), Charanjit Jutla (IBM Research)


Cost-Sensitive Distribution Alignment for Improving Automated Medical Diagnosis Using Retinal Fundus Photography
11:25 AM - 11:30 AM
Authors: Yangqin Feng (IHPC, A*STAR), Xinxing Xu (IHPC, A*STAR), Zizhou Wang (IHPC, A*STAR), Yan Wang (IHPC, A*STAR), Huazhu Fu (IHPC, A*STAR), Shaohua Li (IHPC, A*STAR), Liangli Zhen (IHPC, A*STAR), Tien-En Tan (Singapore Eye Research Institute, Singapore National Eye Centre, Duke-National University of Singapore Medical School), Mukharram M. Bikbov (Ufa Eye Research Institute), Jost B. Jonas (Department of Ophthalmology, Medical Faculty Mannheim, Heidelberg University), Chee Wai Wong (Singapore Eye Research Institute, Singapore National Eye Centre, Duke-National University of Singapore Medical School), Chingyu Cheng (Singapore Eye Research Institute, Singapore National Eye Centre, Duke-National University of Singapore Medical School), Daniel Ting (Singapore Eye Research Institute, Singapore National Eye Centre, Duke-National University of Singapore Medical School), Rick Siow Mong Goh (IHPC, A*STAR), Yong Liu (IHPC, A*STAR)


An Effective Ensemble Deep Learning Framework for Blood-brain Barrier Permeability Prediction
11:30 AM - 11:35 AM
Authors: Thanh-Hoang Nguyen-Vo (Wellington Institute of Technology), Trang T. T. Do (Ministry of Business, Innovation and Employment), Binh P. Nguyen (Victoria University of Wellington)


Enhancing Biomedical Multi-modal Representation Learning with Multi-scale Pre-training and Perturbed Report Discrimination
11:35 AM - 11:40 AM
Authors: Xinliu Zhong (National University of Singapore), Kayhan Batmanghelich (Boston University), Li Sun (Boston University)


Attention-Based Deep Learning Models for Detecting Misinformation of Long-Term Effects of COVID-19
11:40 AM - 11:45 AM
Authors: Jian-An Chen (National Yang Ming Chiao Tung University), Che-Lun Hung (National Yang Ming Chiao Tung University), Chun-Ying Wu (National Yang Ming Chiao Tung University)


SegMAE-Net: A Hybrid Method Using Masked Autoencoders for Consistent 3D Medical Image Segmentation
11:45 AM - 11:50 AM
Authors: Zheng Kai Liaw (NUS), Ankit Das (IHPC), Shaista Hussain (ASTAR), Feng Yang (IHPC,A*STAR), Yong Liu (IHPC), Rick Siow Mong Goh (Institute of High Performance Computing, A*STAR)


Expert-Adaptive Medical Image Segmentation
11:50 AM - 11:55 AM
Authors: Binyan Hu (Swinburne University of Technology), A. K. Qin (Swinburne University of Technology)


Large Language Models as Synthetic Electronic Health Record Data Generators
11:55 AM - 12:00 PM
Authors: Madhurima Vardhan (Argonne National Laboratory), Deepak Nathani (University of California), Swarnima Vardhan (Yale New Haven Health System), Abhinav Aggarwal (Yale University), Filippo Simini (Argonne National Laboratory)


Hand Function Assessment using Computer Vision for Hand Rehabilitation
12:00 PM - 12:05 PM
Authors: Kamal (Mehta Family School of Data Science and Artificial Intelligence), Debanga Raj Neog (Mehta Family School of Data Science and Artificial Intelligence), H Pallab Jyoti Dutta (Indian Institute of Technology Guwahati), M. K. Bhuyan (Indian Institute of Technology Guwahati)


Cultivating Navigational Autonomy in the Visually Impaired: A Novel Approach with VirtualEYE
12:05 PM - 12:10 PM
Authors: Aishwarya Singh (Nanyang Technological University), Smitha K G (Nanyang Technological University)