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20242026
most citedContrastRepair: Enhancing Conversation-Based Automated Program Repair via Contrastive Test Case Pairs

22 citations · 40 across the 22 of their papers we have counts for

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cs.LG2025

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning

Mingfei Cheng, Xiaofei Xie, Renzhi Wang +2

Autonomous Driving Systems (ADSs) continue to face safety-critical risks due to the inherent limitations in their design and performance capabilities. Online repair plays a crucial…