3 papers
cs.AI2026
Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution
Han Li, Jinyu Tian, Rili Feng +10
Large language models (LLMs) still struggle with the rigorous reasoning demands of hard competitive programming. While recent multi-agent frameworks attempt to bridge this reliabil…
cs.PL2025
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…
cs.SE2025
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…