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23 Sep 2024
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SERC
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Institute of Sustainability for Chemicals, Energy and Environment
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Composite Machine Learning Strategy for Natural Products Taxonomical Classification and Structural Insights (Pending publish)
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Qisong Xu,
Alan K. X. Tan,
Liangfeng Guo,
Yee Hwee Lim,
Dillon W. P. Tay,
Shi Jun Ang
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Digital Discovery
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16 Sep 2024
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SERC
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Institute of Materials Research and Engineering
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Composition driven machine learning for unearthing high-strength lightweight multi-principal element alloys (Pending publish)
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Mengxing Li,
Xiu Kun Quek,
Hongli Suo,
Delvin Wuu,
Jing Jun Lee,
Wei Hock Teh,
Fengxia Wei,
Riko I. Made,
Dennis Cheng Cheh Tan,
Si Rong Ng,
Siyuan Wei,
Andre Kai Yuan Low,
Kedar Hippalgaonkar,
Yee-Fun Lim,
Pei Wang,
Chee Koon Ng
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Journal of Alloys and Compounds
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26 Jul 2024
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SERC
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Institute for Infocomm Research
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VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency (Pending publish)
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Vernon Toh,
Ratish Puduppully,
Nancy Chen
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AI for Math Workshop @ ICML 2024
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25 Jun 2024
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BMRC
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Institute of Molecular and Cell Biology
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Machine Learning-Enhanced Extraction of Biomarkers for High-Grade Serous Ovarian Cancer from Proteomics Data (Pending publish)
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Senuri De Silva,
Asfa Alli-Shaik,
Jayantha Gunaratne
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Scientific Data
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31 Dec 2023
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SERC
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Institute for Infocomm Research
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Label-Only Model Inversion Attacks via Knowledge Transfer (Pending publish)
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Ngoc-Bao Nguyen Nguyen,
Keshigeyan Chandrasegaran,
Milad Abdollahzadeh,
Ngai-man Cheung
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NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems
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29 Dec 2023
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SERC
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Institute of High Performance Computing
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Quantifying the Magnetic Interactions Governing Chiral Spin Textures Using Deep Neural Networks (Pending publish)
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Jian Feng Kong,
Yuhua Ren,
M. S. Nicholas Tey,
Pin Ho,
Khoong Hong Khoo,
Xiaoye Chen,
Anjan Soumyanarayanan
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ACS Applied Materials & Interfaces
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25 Dec 2023
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SERC
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Institute for Infocomm Research
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A Novel Feature Vector for AI-Assisted Windows Malware Detection (Pending publish)
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Le Qi Yau,
Yik Ting Lam,
Ashwin Lokesh,
Prannaya Gupta,
Justin Lim,
Ishneet Sukhvinder Singh,
Jia-Yi Loo,
Mao V. Ngo,
Sin G. Teo,
Tram Truong-Huu
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2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
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23 Nov 2023
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SERC
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Institute for Infocomm Research
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Preliminary Investigation of AI-based Wearable Swallowing Sound Detection System
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Shoulie Xie,
Xiaoqun Zhou,
Dajiang He,
Kok Soon Phua
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AI Health Summit conference (2023)
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22 Nov 2023
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SERC
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Institute for Infocomm Research
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Supervised Robustness-preserving Data-free Neural Network Pruning (Pending publish)
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Mark Huasong Meng,
Guangdong Bai,
Sin G. Teo,
Jin Song Dong
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2023 27th International Conference on Engineering of Complex Computer Systems (ICECCS)
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10 Sep 2023
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SERC
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Institute of Materials Research & Engineering
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Closed‐Loop Multi‐Objective Optimization for Cu–Sb–S Photo‐Electrocatalytic Materials’ Discovery (Pending publish)
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Yang Bai,
Zi Hui Jonathan Khoo,
Riko I Made,
Huiqing Xie,
Carina Yi Jing Lim,
Albertus Denny Handoko,
Vijila Chellappan,
Jianwei Jayce Cheng,
Fengxia Wei,
Yee‐Fun Lim,
Kedar Hippalgaonkar
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Advanced Materials
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