Lingxiao Yang

Link-ability: A Prediction Method of Web Service Compatibility based on Markov Process

2022 · 2022 International Conference on Networking and Network Applications (NaNA)

Prediction on compatibility of a service is crucial because it not only provides assurance for service requesters to successfully fulfil the workflow, but also relieves the pressure of the service pool from overload. Existing researches …

Neural Prediction Errors as a Unified Cue for Abstract Visual Reasoning

2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Humans exhibit remarkable abilities in recognizing relationships and performing complex reasoning. In contrast, deep neural networks have long been critiqued for their limitations in abstract visual reasoning (AVR), a key challenge in achieving artificial general …