Meng-Fen Chiang
Meng-Fen Chiang has 2 papers in our library, in 2026, most of them on Reasoning; often with Kaiqi Zhao, Michael Witbrock, Xianda Zheng.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workHealth Informatics · 1 workLanguage and Linguistics · 1 workMedicine · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works
Works by year
2020s
Papers
- Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts (2026)
When retrieved documents give opposing answers to the same question, an LLM has to decide which source to trust. - Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision (2026)
Multimodal LLMs trained for reasoning usually get static supervision. Fixed prompts, rules or scalar rewards check answer format and correctness but do little to shape how the model reasons, which leads to plateaus, fragile generalization and reward hacking. Evo-PI addresses this by turning reasoning principles into…
Co-authors here
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