SCSE Conference Papers

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 723
Issue DateTitleAuthor(s)
2022Recovering accuracy of RRAM-based CIM for binarized neural network via Chip-in-the-loop trainingChong, Yi Sheng; Goh, Wang Ling; Ong, Yew Soon; Nambiar, Vishnu P.; Do, Anh Tuan
20220.08mm² 128nW MFCC engine for ultra-low power, always-on smart sensing applicationsChong, Yi Sheng; Goh, Wang Ling; Ong, Yew Soon; Nambiar, Vishnu P.; Do, Anh Tuan
2022Joint optimization of energy consumption and completion time in federated learningZhou, Xinyu; Zhao, Jun; Han, Huimei; Guet, Claude
2022Saving earth one tweet at a time through the lens of artificial intelligenceDuong, Cuc; Liu, Qian; Mao, Rui; Cambria, Erik
 2022Pre-training 3D convolutional neural networks for prodromal alzheimer's disease classificationJiang, Hongchao; Miao, Chunyan
2020Inter-region affinity distillation for road marking segmentationHou, Yuenan; Ma, Zheng; Liu, Chunxiao; Hui, Tak-Wai; Loy, Chen Change
2022Toward physics-guided safe deep reinforcement learning for green data center cooling controlWang, Ruihang; Zhang, Xinyi; Zhou, Xin; Wen, Yonggang; Tan, Rui
2022iMAD: an in-memory accelerator for AdderNet with efficient 8-bit addition and subtraction operationsZhu, Shien; Li, Shiqing; Liu, Weichen
2022Deep reinforcement learning for time allocation and directional transmission in joint radar-communicationLee, Joash; Cheng, Yanyu; Niyato, Dusit; Guan, Yong Liang; Gonzalez, David G.
20223D beamforming based on deep learning for secure communication in 5G and beyond wireless networksYang, Helin; Lam, Kwok-Yan; Nie, Jiangtian; Zhao, Jun; Garg, Sahil; Xiao, Liang; Xiong, Zehui; Guizani, Mohsen
2021Goal modelling for deep reinforcement learning agentsLeung, Jonathan; Shen, Zhiqi; Zeng, Zhiwei; Miao, Chunyan
 2021The skyline of counterfactual explanations for machine learning decision modelsWang, Yongjie; Ding, Qinxu; Wang, Ke; Liu, Yue; Wu, Xingyu; Wang, Jinglong; Liu, Yong; Miao, Chunyan
2021A model-based analysis of evacuation strategies in hospital emergency departmentsSu, Boyi; Kwak, Jaeyoung; Ahmad Reza Pourghaderi; Lees, Michael H.; Tan, Kenneth B. K.; Loo, Shin Yi; Chua, Ivan S. Y.; Quah, Joy L. J.; Cai, Wentong; Ong, Marcus E. H.
2021Pre-training graph transformer with multimodal side information for recommendationLiu, Yong; Yang, Susen; Lei, Chenyi; Wang, Guoxin; Tang, Haihong; Zhang, Juyong; Sun, Aixin; Miao, Chunyan
2021Cycle-consistent inverse GAN for text-to-image synthesisWang, Hao; Lin, Guosheng ; Hoi, Steven C. H.; Miao, Chunyan
2022HACScale : hardware-aware compound scaling for resource-efficient DNNsKong, Hao; Liu, Di; Luo, Xiangzhong; Liu, Weichen; Subramaniam, Ravi
2021HSCoNAS : hardware-software co-design of efficient DNNs via neural architecture searchLuo, Xiangzhong; Liu, Di; Huai, Shuo; Liu, Weichen
2021Time-series representation learning via temporal and contextual contrastingEldele, Emadeldeen; Mohamed Ragab; Chen, Zhenghua; Wu, Min; Kwoh, Chee Keong; Li, Xiaoli; Guan, Cuntai
2021ZeroBN : learning compact neural networks for latency-critical edge systemsHuai, Shuo; Zhang, Lei; Liu, Di; Liu, Weichen; Subramaniam, Ravi
2021Optimized data reuse via reordering for sparse matrix-vector multiplication on FPGAsLi, Shiqing; Liu, Di; Liu, Weichen
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 723