الباحثون

Zhongle Xie

المنشورات 2

نسخة أولية وصول مفتوح

QCATS: Query Context-Aware Transformer Slicing for Efficient Predictive Query Processing

Yueying Li, Zhongle Xie, Ke Chen وآخرون · 2026

In-database predictive query processing increasingly applies Transformer-based models within relational pipelines. However, existing in-database inference typically exposes only tuple-level model inputs to the inference runtime, leaving relational predicates and metadata statistics invisible to neural execution plannin …

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AnesTRACE: Benchmarking Intraoperative Anesthesia from Multimodal Perception to Multi-step Decision-Making

Ziwei Huang, Qi Gao, Zhe Ji وآخرون · 2026

Intraoperative anesthesia requires systems to interpret evolving multimodal evidence, recommend timely management, and revise decisions as patient states change, yet existing benchmarks usually isolate perception or single-point reasoning. We introduce AnesTRACE, an evaluation suite comprising AnesTRACE-Bench and AnesT …

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