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Ce-Yu Xu

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#natural language process... Preprint Sep 2026

TomasuLLM: Out-of-Order Speculative Execution for LLM Agents

Long-running tools can dominate coding-agent latency: compilers, test suites, and repository commands take seconds to minutes while the agent idles. This observation stall presents the same tension that drove out-of-order processors -- asequential interface hides work that can be predicted and started early, but a spec...

Jiang-Nan Yu, Ce-Yu Xu, Meng-Ming Li et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Memory Compression for High-Fanout Agent Sandboxes

AgentZip is presented, the first memory compression system designed specifically for AI-agent sandboxes, which broadens the compression scope to any page with a profitable representation and shifts overhead control from compression-time page selection to restore-time prefetching.

Meng-Ming Li, Ce-Yu Xu, Qi-Jun Zhang et al. · 0 citations
Preprint Aug 2026

Why Do Prefetchers Fail? Let Agents Answer

To the authors' knowledge, this is the first empirical demonstration that an agent-driven hardware-design process can produce an RTL-practical prefetcher that outperforms state-of-the-art human designs on unseen workloads.

Xiang-Feng Sun, Ce-Yu Xu, Ningzhi Ai et al. · 0 citations

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