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24 Aug 2023
SERC
Institute for Infocomm Research
Early prediction of battery remaining useful life using AI and physics
(Pending publish)
Edwin Khoo
10th International Congress on Industrial and Applied Mathematics
31 May 2023
SERC
Institute for Infocomm Research
Adaptive-saturated RNN: Remember more with less instability
Khoi Minh Nguyen-Duy,
Quang Pham,
Binh Nguyen
International Conference on Learning Representations
28 May 2023
SERC
Institute for Infocomm Research
Fast and Efficient Malware Detection with Joint Static and Dynamic Features Through Transfer Learning
(Pending publish)
Mao V. Ngo,
Tram Truong-Huu,
Dima Rabadi,
Jia Yi Loo,
Sin G. Teo
Applied Cryptography and Network Security
11 Jan 2023
SERC
Institute for Infocomm Research
Predicting the Textural Properties of Plant-Based Meat Analogs with Machine Learning
Sezin Kircali Ata,
Jing K. Shi,
Xuesi Yao,
Xin Yi Hua,
Sumanto Haldar,
Jie Hong Chiang,
Min Wu
Foods
18 Sep 2022
SERC
Institute for Infocomm Research
A Deep Learning Platform for Language Education Research and Development
Kye Min Tan,
Richeng Duan,
Xin Huang,
Bowei Zou,
Xuan Long Do
Interspeech 2022
23 Jul 2022
SERC
Institute for Infocomm Research
Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity
Sebastian Shenghong Tay,
Chuan Sheng Foo,
Urano Daisuke,
Richalynn Leong,
Bryan Kian Hsiang Low
International Conference on Machine Learning
21 Jun 2022
SERC
Institute for Infocomm Research
A Simulation Approach to Analyze Bridge-Defects in a 6T-SRAM Bit Cell
Joydeep Ghosh,
Shang Yi Lim,
Ferdaus Md. Meftahul,
Senthilnath Jayavelu,
Aaron Voon-Yew Thean
2022 6th IEEE Electron Devices Technology Manufacturing Conference (EDTM)
30 May 2022
SERC
Institute for Infocomm Research
Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective
Mark Huasong Meng,
Guangdong Bai,
Sin Gee Teo,
Zhe Hou,
Yan Xiao,
Yun Lin,
Jin Song Dong
IEEE Transactions on Dependable and Secure Computing
11 May 2022
SERC
Institute of Materials Research and Engineering
Theory-guided experimental design in battery materials research
Alex Yong Sheng Eng,
Chhail Bihari Soni,
Yanwei Lum,
Edwin Khoo,
Zhenpeng Yao,
S. K. Vineeth,
Vipin Kumar,
Jun Lu,
Christopher S. Johnson,
Christopher Wolverton,
Zhi Wei Seh
Science Advances
14 Mar 2022
SERC
Institute of Materials Research and Engineering
Autonomous high-throughput computations in catalysis
Stephan N. Steinmann,
Angga Hermawan,
Mohammed Bin Jassar,
Zhi Wei Seh
Chem Catalysis
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