🧑‍🔬 Tianchen Huang

🏛️ Affiliations

🎓University of Science and Technology of ChinaHefei · China2026 · 7 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization (2026)
   The paper addresses LLM hallucinations, where outputs contradict the given context or logical constraints.
2. Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time (2026)
   Large language models often ignore evidence in their prompt when it contradicts facts memorized during pre-training, which leads to hallucinations.

🤝 Co-authors here

7 co-authors with a page, the most papers together first.

• Mingkuan Zhao ×2
• Suquan Chen ×2
• Wentao Hu ×2
• Yide Gao ×2
• Yuheng Min ×2
• Shuangyong Song
• Xuelong Li

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2

Updated 2 November 2026

This page in Markdown → https://md.research.elamur.ai/free/en/authors/tianchen-huang/