590 citations · 2.1k across the 66 of their papers we have counts for
13 papers · 1 filter
SCADS: A Scalable Approach Using Spark in Cloud for Host-based Intrusion Detection System with System Calls
Ming Liu, Zhi Xue, Xiangjian He +1
Following the current big data trend, the scale of real-time system call traces generated by Linux applications in a contemporary data center may increase excessively. Due to the d…
An Adaptive Control Algorithm for Quadruped Locomotion with Proprioceptive Linear Legs
Bingchen Jin, Yueheng Zhou, Ye Zhao +3
Quadruped robots manifest great potential to traverse rough terrains with payload. Numerous traditional control methods for legged dynamic locomotion are model-based and exhibit hi…
Self-supervision of Feature Transformation for Further Improving Supervised Learning
Zilin Ding, Yuhang Yang, Xuan Cheng +2
Self-supervised learning, which benefits from automatically constructing labels through pre-designed pretext task, has recently been applied for strengthen supervised learning. Sin…
A universal deep learning strategy for designing high-quality-factor photonic resonances
Xuezhi Ma, Yuan Ma, Preston Cunha +7
Resonance is instrumental in modern optics and photonics for novel phenomena such as cavity quantum electrodynamics and electric-field-induced transparency. While one can use numer…
DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension
Jiaqi Li, Ming Liu, Zihao Zheng +4
Multiparty Dialogue Machine Reading Comprehension (MRC) differs from traditional MRC as models must handle the complex dialogue discourse structure, previously unconsidered in trad…
Comparing Representations in Tracking for Event Camera-based SLAM
Jianhao Jiao, Huaiyang Huang, Liang Li +3
This paper investigates two typical image-type representations for event camera-based tracking: time surface (TS) and event map (EM). Based on the original TS-based tracker, we mak…