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Bibliographic Details
Main Authors:	Wang, Yifei, Wang, Yueqi, Yue, Zhenrui, Zeng, Huimin, Wang, Yong, Lourentzou, Ismini, Tu, Zhengzhong, Chu, Xiangxiang, McAuley, Julian
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2602.03152
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Your Causal Self-Attentive Recommender Hosts a Lonely Neighborhood
by: Wang, Yueqi, et al.
Published: (2024)

Transferable Sequential Recommendation via Vector Quantized Meta Learning
by: Yue, Zhenrui, et al.
Published: (2024)

Open-Vocabulary Federated Learning with Multimodal Prototyping
by: Zeng, Huimin, et al.
Published: (2024)

Commonsense for Zero-Shot Natural Language Video Localization
by: Holla, Meghana, et al.
Published: (2023)

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
by: Hu, Yuanzhe, et al.
Published: (2025)

LVCHAT: Facilitating Long Video Comprehension
by: Wang, Yu, et al.
Published: (2024)

Extending Input Contexts of Language Models through Training on Segmented Sequences
by: Karypis, Petros, et al.
Published: (2023)

Retrieval Augmented Conversational Recommendation with Reinforcement Learning
by: Yue, Zhenrui, et al.
Published: (2026)

Large Scale Knowledge Washing
by: Wang, Yu, et al.
Published: (2024)

RAVEL: Rare Concept Generation and Editing via Graph-driven Relational Guidance
by: Venkatesh, Kavana, et al.
Published: (2024)

Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts
by: Fu, Tingchen, et al.
Published: (2024)

When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation
by: Jiang, Xunyi, et al.
Published: (2025)

Position Bias Mitigates Position Bias:Mitigate Position Bias Through Inter-Position Knowledge Distillation
by: Wang, Yifei, et al.
Published: (2025)

Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation
by: Yue, Zhenrui, et al.
Published: (2024)

Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments
by: Yue, Zhenrui, et al.
Published: (2024)

ELBA: Learning by Asking for Embodied Visual Navigation and Task Completion
by: Shen, Ying, et al.
Published: (2023)

Purely Semantic Indexing for LLM-based Generative Recommendation and Retrieval
by: Zhang, Ruohan, et al.
Published: (2025)

InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
by: Wang, Jianing, et al.
Published: (2024)

BiasEdit: Debiasing Stereotyped Language Models via Model Editing
by: Xu, Xin, et al.
Published: (2025)

Self-Updatable Large Language Models by Integrating Context into Model Parameters
by: Wang, Yu, et al.
Published: (2024)

ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces
by: Xu, Xin, et al.
Published: (2026)

Mem-α: Learning Memory Construction via Reinforcement Learning
by: Wang, Yu, et al.
Published: (2025)

Cognitive Bias in Decision-Making with LLMs
by: Echterhoff, Jessica, et al.
Published: (2024)

HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation
by: Xiong, Feng, et al.
Published: (2025)

Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models
by: Huang, Chengkai, et al.
Published: (2024)

Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation
by: Yoon, Se-eun, et al.
Published: (2024)

Learning to Hint for Reinforcement Learning
by: Xia, Yu, et al.
Published: (2026)

Pctx: Tokenizing Personalized Context for Generative Recommendation
by: Zhong, Qiyong, et al.
Published: (2025)

Mitigating Hallucination in Fictional Character Role-Play
by: Sadeq, Nafis, et al.
Published: (2024)

CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory
by: He, Zexue, et al.
Published: (2024)

Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations
by: Xia, Yu, et al.
Published: (2025)

Importance Sampling for Multi-Negative Multimodal Direct Preference Optimization
by: Li, Xintong, et al.
Published: (2025)

Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents
by: Ye, Chongrui, et al.
Published: (2026)

Hybrid Latent Reasoning via Reinforcement Learning
by: Yue, Zhenrui, et al.
Published: (2025)

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
by: Xia, Yu, et al.
Published: (2024)

FERA: Uncertainty-Aware Federated Reasoning for Large Language Models
by: Wang, Ruhan, et al.
Published: (2026)

BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
by: Xu, Xin, et al.
Published: (2025)

Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
by: Xia, Yu, et al.
Published: (2024)

Improving In-Context Learning with Reasoning Distillation
by: Sadeq, Nafis, 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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