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Bibliographic Details
Main Authors:	Lei, Shuai-long, Zhu, Xiaobin, Liang, Jiarui, Sun, Guoxi, Fang, Zhiyu, Yin, Xu-Cheng
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2605.04652
Tags:	Add Tag No Tags, Be the first to tag this record!

Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph
by: Fang, Zhiyu, et al.
Published: (2024)

Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding
by: Fang, Zhiyu, et al.
Published: (2024)

AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning
by: Lee, Seunghan, et al.
Published: (2026)

TKG-Thinker: Towards Dynamic Reasoning over Temporal Knowledge Graphs via Agentic Reinforcement Learning
by: Jiang, Zihao, et al.
Published: (2026)

RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion
by: Akgül, Ömer Faruk, et al.
Published: (2025)

GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models
by: Liao, Ruotong, et al.
Published: (2023)

Enhancing Temporal Link Prediction with HierTKG: A Hierarchical Temporal Knowledge Graph Framework
by: Almutairi, Mariam, et al.
Published: (2024)

Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning
by: Zhang, Jinchuan, et al.
Published: (2024)

Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
by: Peng, Miao, et al.
Published: (2024)

Temporal Knowledge Graph Reasoning With Historical Data Correlation in Agriculture
by: Qian Luo, et al.
Published: (2026)

HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph
by: He, Yongquan, et al.
Published: (2024)

Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
by: Wang, Jiapu, et al.
Published: (2024)

Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
by: Dong, Hao, et al.
Published: (2025)

A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning
by: Zhang, Zhiyu, et al.
Published: (2025)

Selective Temporal Knowledge Graph Reasoning
by: Hou, Zhongni, et al.
Published: (2024)

DynaGen: Unifying Temporal Knowledge Graph Reasoning with Dynamic Subgraphs and Generative Regularization
by: Shen, Jiawei, et al.
Published: (2025)

Dynamic Weight-based Temporal Aggregation for Low-light Video Enhancement Under Extreme Noise
by: Lin, Ruirui, et al.
Published: (2025)

Video-Language Alignment via Spatio-Temporal Graph Transformer
by: Zhang, Shi-Xue, et al.
Published: (2024)

THE AMERICAS: FIGHTNG WITH CHE
Published: (1961)

Towards Foundation Model on Temporal Knowledge Graph Reasoning
by: Pan, Jiaxin, et al.
Published: (2025)

Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection
by: Yang, Ruichao, et al.
Published: (2026)

Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting
by: Xia, Yuwei, et al.
Published: (2024)

Knowledge-aware Evolutionary Graph Neural Architecture Search
by: Wang, Chao, et al.
Published: (2024)

CHE Lofredo / Laura Castellanos
by: Castellanos, Laura
Published: (2007)

PERCHÉ È L’AMORE CHE CI FA CAPIRE CHE SIAMO TUTTI UGUALI
by: Pina Montesarchio
Published: (2005)

GENTE CHE PARTE, GENTE CHE CAMBIA CARATTERISTICHE E DINAMICHE DEL FENOMENO MIGRATORIO
by: Marco Muzzana
Published: (2006)

Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion
by: Liu, Zhiqiang, et al.
Published: (2025)

Strong Resolving Graphs of U ‐Clean Graphs of Finite Commutative Rings
by: Ziyi Wu, et al.
Published: (2026)

Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies
by: Xu, Mingkun, et al.
Published: (2024)

Temporal Knowledge Graph Reasoning Based on Dynamic Fusion Representation Learning
by: Hongwei Chen, et al.
Published: (2024)

SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology
by: Nie, Zheng, et al.
Published: (2026)

Accelerating Historical K-Core Search in Temporal Graphs
by: Ma, Zhuo, et al.
Published: (2025)

TRKT: Weakly Supervised Dynamic Scene Graph Generation with Temporal-enhanced Relation-aware Knowledge Transferring
by: Xu, Zhu, et al.
Published: (2025)

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
by: Deng, Yimin, et al.
Published: (2025)

Desenterrando al CHE / Douglas Duarte
by: Duarte, Douglas
Published: (1967)

HUMANISMO EN ERNESTO CHE GUEVARA
by: Neris Rodríguez Matos
Published: (2008)

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal
by: Liang, Ke, et al.
Published: (2022)

DCDet: Dynamic Cross-based 3D Object Detector
by: Liu, Shuai, et al.
Published: (2024)

Temporal Reasoning with Large Language Models Augmented by Evolving Knowledge Graphs
by: Lin, Junhong, et al.
Published: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// 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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