2 papers
cs.DC2026
Beyond Storage: State as a Runtime Control Problem in Parallel and Distributed Systems
Shuhao Zhang, Haoran Peng, Chun Ho Ma +6
Shared state increasingly shapes both performance and failure behavior in streaming, serving, retrieval, and continual-learning systems. Existing studies, however, often isolate ac…
cs.CL2024
Reasoning Robustness of LLMs to Adversarial Typographical Errors
Esther Gan, Yiran Zhao, Liying Cheng +5
Large Language Models (LLMs) have demonstrated impressive capabilities in reasoning using Chain-of-Thought (CoT) prompting. However, CoT can be biased by users' instruction. In thi…