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Bibliographic Details
Main Authors:	Moon, Sooho, Ko, Yunyong
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2512.06296
Tags:	Add Tag No Tags, Be the first to tag this record!

Accelerating Storage-Based Training for Graph Neural Networks
by: Jang, Myung-Hwan, et al.
Published: (2026)

On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)

Minor First, Major Last: A Depth-Induced Implicit Bias of Sharpness-Aware Minimization
by: Moon, Chaewon, et al.
Published: (2026)

HyGEN: Regularizing Negative Hyperedge Generation for Accurate Hyperedge Prediction
by: Yu, Song Kyung, et al.
Published: (2025)

KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion
by: Wei, Yanbin, et al.
Published: (2024)

Exploring Large Language Models for Knowledge Graph Completion
by: Yao, Liang, et al.
Published: (2023)

Model-based Subsampling for Knowledge Graph Completion
by: Feng, Xincan, et al.
Published: (2023)

Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models
by: Lee, Tae-Young, et al.
Published: (2025)

Progressive Knowledge Graph Completion
by: Li, Jiayi, et al.
Published: (2024)

Large Language Model Bias Mitigation from the Perspective of Knowledge Editing
by: Chen, Ruizhe, et al.
Published: (2024)

HearHere: Mitigating Echo Chambers in News Consumption through an AI-based Web System
by: Jeon, Youngseung, et al.
Published: (2024)

BioGraphFusion: Graph Knowledge Embedding for Biological Completion and Reasoning
by: Lin, Yitong, et al.
Published: (2025)

The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models
by: Cattaneo, Alberto, et al.
Published: (2024)

Knowledge Graph Completion by Intermediate Variables Regularization
by: Xiao, Changyi, et al.
Published: (2025)

Assessing LLMs Suitability for Knowledge Graph Completion
by: Iga, Vasile Ionut Remus, et al.
Published: (2024)

CleanGraph: Human-in-the-loop Knowledge Graph Refinement and Completion
by: Bikaun, Tyler, et al.
Published: (2024)

Ontology-Enhanced Knowledge Graph Completion using Large Language Models
by: Guo, Wenbin, et al.
Published: (2025)

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
by: Hua, Yin, et al.
Published: (2025)

Enhancing Knowledge Graph Completion with GNN Distillation and Probabilistic Interaction Modeling
by: Wang, Lingzhi, et al.
Published: (2025)

How Expressive are Knowledge Graph Foundation Models?
by: Huang, Xingyue, et al.
Published: (2025)

Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models
by: Xiao, Changyi, et al.
Published: (2024)

Contextualization Distillation from Large Language Model for Knowledge Graph Completion
by: Li, Dawei, et al.
Published: (2024)

Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion
by: Zhang, Qinggang, et al.
Published: (2024)

KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs
by: Pei, Aihua, et al.
Published: (2024)

KGCE: Knowledge-Augmented Dual-Graph Evaluator for Cross-Platform Educational Agent Benchmarking with Multimodal Language Models
by: Liu, Zixian, et al.
Published: (2026)

TransNet: Transfer Knowledge for Few-shot Knowledge Graph Completion
by: Liu, Lihui, et al.
Published: (2025)

Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion
by: Shan, Yongxue, et al.
Published: (2024)

Large Language Model Powered Decision Support for a Metal Additive Manufacturing Knowledge Graph
by: Khan, Muhammad Tayyab, et al.
Published: (2025)

Unifying Post-hoc Explanations of Knowledge Graph Completions
by: Lonardi, Alessandro, et al.
Published: (2025)

Towards Semantically Enriched Embeddings for Knowledge Graph Completion
by: Alam, Mehwish, et al.
Published: (2023)

BeGin: Extensive Benchmark Scenarios and An Easy-to-use Framework for Graph Continual Learning
by: Ko, Jihoon, et al.
Published: (2022)

On the Evolution of Knowledge Graphs: A Survey and Perspective
by: Jiang, Xuhui, et al.
Published: (2023)

How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective
by: Lin, Siyi, et al.
Published: (2024)

Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
by: Liu, Yang, et al.
Published: (2024)

Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective
by: Wen, Yuchen, et al.
Published: (2024)

BiasLab: A Multilingual, Dual-Framing Framework for Robust Measurement of Output-Level Bias in Large Language Models
by: Guey, William, et al.
Published: (2026)

OMNIA: Closing the Loop by Leveraging LLMs for Knowledge Graph Completion
by: Ieng, Frédéric, et al.
Published: (2026)

KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion
by: Ma, Tengfei, et al.
Published: (2024)

Cumulative Path-Level Semantic Reasoning for Inductive Knowledge Graph Completion
by: Wang, Jiapu, et al.
Published: (2026)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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