10.1k citations · 21.9k across the 280 of their papers we have counts for
52 papers · 1 filter
HUOPM: High Utility Occupancy Pattern Mining
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger +2
Mining useful patterns from varied types of databases is an important research topic, which has many real-life applications. Most studies have considered the frequency as sole inte…
Adversarial Attack and Defense on Graph Data: A Survey
Lichao Sun, Yingtong Dou, Carl Yang +5
Deep neural networks (DNNs) have been widely applied to various applications, including image classification, text generation, audio recognition, and graph data analysis. However,…
Joint Slot Filling and Intent Detection via Capsule Neural Networks
Chenwei Zhang, Yaliang Li, Nan Du +2
Being able to recognize words as slots and detect the intent of an utterance has been a keen issue in natural language understanding. The existing works either treat slot filling a…
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification
Shen Wang, Zhengzhang Chen, Ding Li +6
Program or process is an integral part of almost every IT/OT system. Can we trust the identity/ID (e.g., executable name) of the program? To avoid detection, malware may disguise i…
Privacy Preserving Utility Mining: A Survey
Wensheng Gan, Jerry Chun-Wei Lin, Han-Chieh Chao +2
In big data era, the collected data usually contains rich information and hidden knowledge. Utility-oriented pattern mining and analytics have shown a powerful ability to explore t…
Improving Automatic Source Code Summarization via Deep Reinforcement Learning
Yao Wan, Zhou Zhao, Min Yang +4
Code summarization provides a high level natural language description of the function performed by code, as it can benefit the software maintenance, code categorization and retriev…