3 citations · 6 across the 5 of their papers we have counts for
5 papers
Kernel-FFI: Transparent Foreign Function Interfaces for Interactive Notebooks
Hebi Li, Forrest Sheng Bao, Qi Xiao +1
Foreign Function Interfaces (FFIs) are essential for enabling interoperability between programming languages, yet existing FFI solutions are ill-suited for the dynamic, interactive…
CodePod: A Language-Agnostic Hierarchical Scoping System for Interactive Development
Hebi Li, Forrest Sheng Bao, Qi Xiao +1
Interactive development environments like Jupyter Notebooks enable incremental coding through cells with immediate feedback, but their linear structure and global namespace limit s…
Supervised Whole DAG Causal Discovery
Hebi Li, Qi Xiao, Jin Tian
We propose to address the task of causal structure learning from data in a supervised manner. Existing work on learning causal directions by supervised learning is restricted to le…
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling
Forrest Sheng Bao, Hebi Li, Ge Luo +4
Canonical automatic summary evaluation metrics, such as ROUGE, focus on lexical similarity which cannot well capture semantics nor linguistic quality and require a reference summar…
Purifying Adversarial Perturbation with Adversarially Trained Auto-encoders
Hebi Li, Qi Xiao, Shixin Tian +1
Machine learning models are vulnerable to adversarial examples. Iterative adversarial training has shown promising results against strong white-box attacks. However, adversarial tr…