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12 Dec 2025
SERC
Singapore Institute of Manufacturing Technology
Niching Genetic Programming for Co-Joint Optimization: A Case Study on Replenishment and Transshipment Policies in Dynamic Multi-Site Inventory Management
Meng Xu,
Jinsheng Chen,
Ngoc Chi Nam Doan,
Joel Tay Wei En,
Puay Siew Tan,
Yew Soon Ong
Memetic Computing
1 Nov 2025
SERC
Institute of High Performance Computing
CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching
Cheng Shen ,
Joey Tianyi Zhou,
Yew Soon Ong
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
8 Jul 2025
SERC
Advanced Remanufacturing and Technology Centre
Quality Diversity Genetic Programming for Learning Scheduling Heuristics
Meng Xu,
Frank Neumann,
Aneta Neumann,
Yew Soon Ong
Proceedings of the Genetic and Evolutionary Computation Conference
13 May 2024
SERC
Institute of Materials Research & Engineering
Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs
Andre K. Y. Low,
Flore Mekki-Berrada,
Abhishek Gupta,
Aleksandr Ostudin,
Jiaxun Xie,
Eléonore Vissol-Gaudin,
Yee-Fun Lim,
Qianxiao Li,
Yew Soon Ong,
Saif A. Khan,
Kedar Hippalgaonkar
npj Computational Materials
25 Mar 2024
SERC
Institute of High Performance Computing
FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants
Shanli Tan,
Hao Cheng,
Xiaohu Wu,
Han Yu,
Tiantian He,
Yew Soon Ong,
Chongjun Wang,
Xiaofeng Tao
Proceedings of the AAAI Conference on Artificial Intelligence
17 Nov 2021
SERC
Institute of Microelectronics
Efficient Implementation of Activation Functions for LSTM accelerators
Yi Sheng Chong,
Wang Ling Goh,
Yew Soon Ong,
Vishnu P. Nambiar,
Anh Tuan Do
2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC)
27 Apr 2021
SERC
Institute of Microelectronics
An Energy-Efficient Convolution Unit for Depthwise Separable Convolutional Neural Networks
Yi Sheng Chong,
Wang Ling Goh,
Yew Soon Ong,
Vishnu P. Nambiar,
Anh Tuan Do
2021 IEEE International Symposium on Circuits and Systems (ISCAS)
1 Jan 1970
SERC
Institute of High Performance Computing
ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token Scheduling
(Pending publish)
Xin He,
Shunkang Zhang,
Kaijie Tang,
Shaohuai Shi,
Yuxin Wang,
Zihao Zeng,
Zhenheng Tang,
Xiaowen Chu,
Haiyan Yin,
Ivor W. Tsang,
Yew Soon Ong
Design Automation Conference (DAC) 2026
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