Ausgabe 4/2024
Inhalt (24 Artikel)
A survey on dynamic graph processing on GPUs: concepts, terminologies and systems
Hongru Gao, Xiaofei Liao, Zhiyuan Shao, Kexin Li, Jiajie Chen, Hai Jin
Gria: an efficient deterministic concurrency control protocol
Xinyuan Wang, Yun Peng, Hejiao Huang
LMR-CBT: learning modality-fused representations with CB-Transformer for multimodal emotion recognition from unaligned multimodal sequences
Ziwang Fu, Feng Liu, Qing Xu, Xiangling Fu, Jiayin Qi
A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive-k
Enes Dedeoglu, Himmet Toprak Kesgin, Mehmet Fatih Amasyali
Representation learning: serial-autoencoder for personalized recommendation
Yi Zhu, Yishuai Geng, Yun Li, Jipeng Qiang, Xindong Wu
Robust AUC maximization for classification with pairwise confidence comparisons
Haochen Shi, Mingkun Xie, Shengjun Huang
A prompt-based approach to adversarial example generation and robustness enhancement
Yuting Yang, Pei Huang, Juan Cao, Jintao Li, Yun Lin, Feifei Ma
Semantic-aware entity alignment for low resource language knowledge graph
Junfei Tang, Ran Song, Yuxin Huang, Shengxiang Gao, Zhengtao Yu
-Tuning: an efficient tuning paradigm for large-scale pre-trained models via label representation learning
Yitao Liu, Chenxin An, Xipeng Qiu
Model gradient: unified model and policy learning in model-based reinforcement learning
Chengxing Jia, Fuxiang Zhang, Tian Xu, Jing-Cheng Pang, Zongzhang Zhang, Yang Yu
Discriminative explicit instance selection for implicit discourse relation classification
Wei Song, Hongfei Han, Xu Han, Miaomiao Cheng, Jiefu Gong, Shijin Wang, Ting Liu
A comprehensive framework for predicting public opinion by tracking multi-informational dynamics
Mingtao Sun, Yan Wei, Shan Jiang, Guozhu Jia
On the upper bounds of (1,0)-super solutions for the regular balanced random (k,2s)-SAT problem
Yongping Wang, Daoyun Xu, Jincheng Zhou
Route selection for opportunity-sensing and prediction of waterlogging
Jingbin Wang, Weijie Zhang, Zhiyong Yu, Fangwan Huang, Weiping Zhu, Longbiao Chen
Multi-user reinforcement learning based task migration in mobile edge computing
Yuya Cui, Degan Zhang, Jie Zhang, Ting Zhang, Lixiang Cao, Lu Chen
Massively parallel algorithms for fully dynamic all-pairs shortest paths
Chilei Wang, Qiang-Sheng Hua, Hai Jin, Chaodong Zheng
HeterMM: applying in-DRAM index to heterogeneous memory-based key-value stores
Yunhong Ji, Wentao Huang, Xuan Zhou
Learning group interaction for sports video understanding from a perspective of athlete
Rui He, Zehua Fu, Qingjie Liu, Yunhong Wang, Xunxun Chen
Generalized splitting-ring number theoretic transform
Zhichuang Liang, Yunlei Zhao, Zhenfeng Zhang
Quantum speedup and limitations on matroid property problems
Xiaowei Huang, Jingquan Luo, Lvzhou Li