1 citations · 2 across the 6 of their papers we have counts for
6 papers
Reviewing Model Collapse and Countermeasures
Xihao Xie, Beichen Hu
Driven by massive amounts of web-scale data, generative AI (GenAI) has achieved remarkable progress, enabling various applications in diverse sectors. The advances of GenAI have ac…
Backdoor Attacks on Speech Emotion Recognition via TTS-Generated Poisoning
Yongbin Huang, Xihao Xie, Jia Zhang
Speech Emotion Recognition (SER) systems increasingly leverage self-supervised acoustic representations, yet their vulnerability to training-time attacks remains largely underexplo…
Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks
Junhao Shen, Mohammad Ausaf Ali Haqqani, Beichen Hu +4
Due to the rapid growth of scientific publications, identifying all related reference articles in the literature has become increasingly challenging yet highly demanding. Existing…
Learning Service Selection Decision Making Behaviors During Scientific Workflow Development
Xihao Xie, Jia Zhang, Rahul Ramachandran +2
Increasingly, more software services have been published onto the Internet, making it a big challenge to recommend services in the process of a scientific workflow composition. In…
Goal-Driven Context-Aware Next Service Recommendation for Mashup Composition
Xihao Xie, Jia Zhang, Rahul Ramachandran +2
As service-oriented architecture becoming one of the most prevalent techniques to rapidly deliver functionalities to customers, increasingly more reusable software components have…
Learning Context-Aware Service Representation for Service Recommendation in Workflow Composition
Xihao Xie, Jia Zhang, Rahul Ramachandran +2
As increasingly more software services have been published onto the Internet, it remains a significant challenge to recommend suitable services to facilitate scientific workflow co…