---
title: "Jianbin Jiao — papers of 2026 — 2 papers, the most cited first"
description: "Jianbin Jiao — papers of 2026: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Jianbin Jiao — papers of 2026 — 2 papers, the most cited first

2 papers · [all years of Jianbin Jiao](https://md.research.elamur.ai/free/en/authors/jianbin-jiao/#years)

**[MAGIC: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning](https://md.research.elamur.ai/free/en/papers/liu-2026-magic-deep-geometric-evolution-structural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chengao Liu, Yuan Li, Yingze Wang, et al.*2026*

**[SAMem: State-Aware Memory as a Fine-Grained Memory for LLM Agents in Decision-Making](https://md.research.elamur.ai/free/en/papers/wang-2026-samem-state-aware-memory-as/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Tong Wang, Pei Xu, Shiyue Cao, et al.*2026*