Author

Hongwei Feng

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Jul 2026

Behavioral Controllability of Agentic Models for Information Extraction: From Fixed Workflows to Reflective Agents

The paper characterizes when agentic mechanisms change system behavior, whether these changes improve task completion, and how the observed failure modes motivate an optimized agent design under the same evaluation harness.

Lu Zhang, Xingzhou Chen, Hongwei Feng · 0 citations