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Bibliographic Details
Main Authors:	Mo, Belinda, Yu, Kyssen, Kazdan, Joshua, Cabezas, Joan, Mpala, Proud, Yu, Lisa, Cundy, Chris, Kanatsoulis, Charilaos, Koyejo, Sanmi
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Information Retrieval Machine Learning
Online Access:	https://arxiv.org/abs/2502.09956
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No, of Course I Can! Deeper Fine-Tuning Attacks That Bypass Token-Level Safety Mechanisms
by: Kazdan, Joshua, et al.
Published: (2025)

Hyper-KGGen: A Skill-Driven Knowledge Extractor for High-Quality Knowledge Hypergraph Generation
by: Huang, Rizhuo, et al.
Published: (2026)

Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF
by: Belakaria, Syrine, et al.
Published: (2025)

The Utility and Complexity of in- and out-of-Distribution Machine Unlearning
by: Allouah, Youssef, et al.
Published: (2024)

Position: Model Collapse Does Not Mean What You Think
by: Schaeffer, Rylan, et al.
Published: (2025)

Understanding Adversarial Transfer: Why Representation-Space Attacks Fail Where Data-Space Attacks Succeed
by: Gupta, Isha, et al.
Published: (2025)

WindMiL: Equivariant Graph Learning for Wind Loading Prediction
by: Vargiemezis, Themistoklis, et al.
Published: (2025)

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
by: Tan, Jiejun, et al.
Published: (2024)

T-GAE: Transferable Graph Autoencoder for Network Alignment
by: He, Jiashu, et al.
Published: (2023)

Knowledge Graph Pruning for Recommendation
by: Lin, Fake, et al.
Published: (2024)

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
by: Lei, Yongjia, et al.
Published: (2025)

Building Contextual Knowledge Graphs for Personalized Learning Recommendations using Text Mining and Semantic Graph Completion
by: Abu-Rasheed, Hasan, et al.
Published: (2024)

Knowledge Graph-based Session Recommendation with Adaptive Propagation
by: Wang, Yu, et al.
Published: (2024)

Universal Music Representations? Evaluating Foundation Models on World Music Corpora
by: Papaioannou, Charilaos, et al.
Published: (2025)

Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation
by: Dong, Yuxin, et al.
Published: (2024)

RelGNN: Composite Message Passing for Relational Deep Learning
by: Chen, Tianlang, et al.
Published: (2025)

Enhancing Spectral Knowledge Interrogation: A Reliable Retrieval-Augmented Generative Framework on Large Language Models
by: Liang, Jiheng, et al.
Published: (2024)

Towards a Knowledge Graph for Teaching Knowledge Graphs
by: Ilkou, Eleni, et al.
Published: (2024)

Items Proxy Bridging: Enabling Frictionless Critiquing in Knowledge Graph Recommendations
by: Zhang, Huanyu, et al.
Published: (2025)

PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models
by: Liu, Yu, et al.
Published: (2025)

Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM
by: Yang, Yuxin, et al.
Published: (2025)

iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models
by: Lairgi, Yassir, et al.
Published: (2024)

UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text
by: Pramanik, Soumajit, et al.
Published: (2021)

Multi-Faceted Continual Knowledge Graph Embedding for Semantic-Aware Link Prediction
by: Qi, Jing, et al.
Published: (2026)

Injecting Knowledge Graphs into Large Language Models
by: Coppolillo, Erica
Published: (2025)

Knowledge Graph Context-Enhanced Diversified Recommendation
by: Liu, Xiaolong, et al.
Published: (2023)

TComQA: Extracting Temporal Commonsense from Text
by: Nair, Lekshmi R, et al.
Published: (2025)

LoRTA: Low Rank Tensor Adaptation of Large Language Models
by: Hounie, Ignacio, et al.
Published: (2024)

mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs
by: Xu, Chuan, et al.
Published: (2025)

RAG Meets Temporal Graphs: Time-Sensitive Modeling and Retrieval for Evolving Knowledge
by: Han, Jiale, et al.
Published: (2025)

TRAIL: Joint Inference and Refinement of Knowledge Graphs with Large Language Models
by: Zhao, Xinkui, et al.
Published: (2025)

Traceable Drug Recommendation over Medical Knowledge Graphs
by: Lin, Yu, et al.
Published: (2025)

Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
by: Kazdan, Joshua, et al.
Published: (2024)

Consensus is Not Verification: Why Crowd Wisdom Strategies Fail for LLM Truthfulness
by: Denisov-Blanch, Yegor, et al.
Published: (2026)

Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graphs for Retrieval-Augmented Generation
by: Zhang, Ze Yu, et al.
Published: (2025)

Assessing the performance of 8 AI chatbots in bibliographic reference retrieval: Grok and DeepSeek outperform ChatGPT, but none are fully accurate
by: Cabezas-Clavijo, Álvaro, et al.
Published: (2025)

Coherency Improved Explainable Recommendation via Large Language Model
by: Liu, Shijie, et al.
Published: (2025)

KLIPA: A Knowledge Graph and LLM-Driven QA Framework for IP Analysis
by: Deng, Guanzhi, et al.
Published: (2025)

Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph
by: Xiong, Qiushi, 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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