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20242026
most citedToward Automated Validation of Language Model Synthesized Test Cases using Semantic Entropy

1 citations · 1 across the 3 of their papers we have counts for

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8 papers

cs.SE2026

VeriAct: Beyond Verifiability -- Agentic Synthesis of Correct and Complete Formal Specifications

Md Rakib Hossain Misu, Iris Ma, Cristina V. Lopes

Formal specifications play a central role in ensuring software reliability and correctness. However, automatically synthesizing high-quality formal specifications remains a challen…

cs.SE20261 cited

Toward Automated Validation of Language Model Synthesized Test Cases using Semantic Entropy

Hamed Taherkhani, Jiho Shin, Muhammad Ammar Tahir +3

Modern Large Language Model (LLM)-based programming agents often rely on test execution feedback to refine their generated code. These tests are synthetically generated by LLMs. Ho…

cs.SE2026

Automated Proof Generation for Rust Code via Self-Evolution

Tianyu Chen, Shuai Lu, Shan Lu +11

Ensuring correctness is crucial for code generation. Formal verification offers a definitive assurance of correctness, but demands substantial human effort in proof construction an…

cs.SE2025

AutoVerus: Automated Proof Generation for Rust Code

Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu +10

Generative AI has shown its values for many software engineering tasks. Still in its infancy, large language model (LLM)-based proof generation lags behind LLM-based code generatio…

cs.SE2025

What's in a Proof? Analyzing Expert Proof-Writing Processes in F* and Verus

Rijul Jain, Shraddha Barke, Gabriel Ebner +3

Proof-oriented programming languages (POPLs) empower developers to write code alongside formal correctness proofs, providing formal guarantees that the code adheres to specified re…

cs.SE2025

Test Smell: A Parasitic Energy Consumer in Software Testing

Md Rakib Hossain Misu, Jiawei Li, Adithya Bhattiprolu +3

Traditionally, energy efficiency research has focused on reducing energy consumption at the hardware level and, more recently, in the design and coding phases of the software devel…