SCSE Conference Papers

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 714
Issue DateTitleAuthor(s)
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
2022Towards cost-optimal energy procurement for cooling as a service : a data-driven approachZhang, Wei; Wen, Yonggang; Fang, Liu
2015Approximation approaches for solving security games with surveillance cost : a preliminary studyGuo, Qingyu; An, Bo; Kolobov, Andrey
2021Predicting traffic congestion evolution : a deep meta learning approachSun, Yidan; Jiang, Guiyuan; Lam, Siew-Kei; He, Peilan
2021Efficient implementation of activation functions for LSTM acceleratorsChong, Yi Sheng; Goh, Wang Ling; Ong, Yew-Soon; Nambiar, Vishnu P.; Do, Anh Tuan
2021Learning congestion propagation behaviors for traffic predictionSun, Yidan; He, Peilan; Jiang, Guiyuan; Lam, Siew-Kei
2021Initialization matters : regularizing manifold-informed initialization for neural recommendation systemsZhang, Yinan; Li, Boyang; Liu, Yong; Wang, Hao; Miao, Chunyan
2021Latent-optimized adversarial neural transfer for sarcasm detectionGuo, Xu; Li, Boyang; Yu, Han; Miao, Chunyan
2019Palmprint recognition using realistic animation aided data augmentationPranjal, Swarup; Kong, Adams Wai Kin
 2021Missing data imputation for solar yield prediction using temporal multi-modal variational auto-encoderShen, Meng; Zhang, Huaizheng; Cao, Yixin; Yang, Fan; Wen, Yonggang
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 714