Author

Qun-Hui Zhang

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Preprint Aug 2026

AiFlow: Token-Native Reactive Orchestration with Bounded Backpressure for Streaming LLM Applications

AiFlow is presented, a token-native reactive orchestration model that normalizes provider deltas into typed Contextevents propagated through a directed streaming graph and formalizes the bounded-memory property, presents the compilation from a compact DSL and JSON graph form, and provides static validation for type saf...

Qun-Hui Zhang · 0 citations

Preprint Aug 2026

MSLL: A Runtime Multi-Stack Parsing Approach for Interactive Grammar Development - A Lightweight Extension of LL-Style Recursive Descent

MSLL is presented, a lightweight runtime extension of recursive-descent LL parsing for edit-time grammar exploration that is a development-time companion to existing LL-based parser generators rather than a replacement for production parsers.

Qun-Hui Zhang · 0 citations

Jul 2026

VirtualSet: Typed Ontology Worlds as an LLM Generation Target for Grounded Queries and Guarded Decisions

This work presents VirtualSet, a live, receiver-typed ontology-world interface and generation target for LLMs, a live, receiver-typed ontology-world interface and generation target for LLMs that remains competitive on SQL's home benchmark while providing pre-execution semantics for guarded decisions.

Qun-Hui Zhang · arXiv.org · 0 citations