---
title: "Hongfei Lin — papers of 2026 — 4 papers, the most cited first"
description: "Hongfei Lin — papers of 2026: 4 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Hongfei Lin — papers of 2026 — 4 papers, the most cited first

4 papers · [all years of Hongfei Lin](https://md.research.elamur.ai/free/en/authors/hongfei-lin/#years)

**[CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension](https://md.research.elamur.ai/free/en/papers/zeng-2026-cogevolve-multimodal-benchmark-evaluating-relational/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jingjie Zeng, Huayang Li, Liang Yang, et al.*2026*

**[E2E-GMNER: End-to-End Generative Grounded Multimodal Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/zhang-2026-e2e-gmner-end-end-generative/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Meng Zhang, Jinzhong Ning, Xiaolong Wu, et al.*2026*

**[LOTUS: Evolving Multimodal Unlearning via Hyperbolic Entailment and Lorentz Transport](https://md.research.elamur.ai/free/en/papers/wang-2026-lotus-evolving-multimodal-unlearning-hyperbolic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zekun Wang, Jingjie Zeng, Yingxu Li, et al.*2026*

**[Mechanistic Insights into Deferred Semantic Drift in LLMs](https://md.research.elamur.ai/free/en/papers/zeng-2026-mechanistic-insights-into-deferred-semantic/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jingjie Zeng, Huayang Li, Liang Yang, et al.*2026*