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Bibliographic Details
Main Authors:	Gong, Haoming, Ai, Qingyao, Tao, Zhihao, Zhang, Yongfeng
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2601.05590
Tags:	Add Tag No Tags, Be the first to tag this record!

Whole Page Unbiased Learning to Rank
by: Mao, Haitao, et al.
Published: (2022)

Unbiased Gradient Low-Rank Projection
by: Pan, Rui, et al.
Published: (2025)

Contextual Dual Learning Algorithm with Listwise Distillation for Unbiased Learning to Rank
by: Yu, Lulu, et al.
Published: (2024)

Learning Unbiased Permutations via Flow Matching
by: Min, Yimeng, et al.
Published: (2026)

Unbiased Platform-Level Causal Estimation for Search Systems: A Competitive Isolation PSM-DID Framework
by: Song, Ying, et al.
Published: (2025)

UP5: Unbiased Foundation Model for Fairness-aware Recommendation
by: Hua, Wenyue, et al.
Published: (2023)

MulFeRL: Enhancing Reinforcement Learning with Verbal Feedback in a Multi-turn Loop
by: Li, Xuancheng, et al.
Published: (2026)

Learning-based GNSS Uncertainty Quantification using Continuous-Time Factor Graph Optimization
by: Zhang, Haoming
Published: (2025)

Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank
by: Chen, Mouxiang, et al.
Published: (2023)

Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs
by: Li, Xuancheng, et al.
Published: (2026)

Optimizing Feature Selection in Causal Inference: A Three-Stage Computational Framework for Unbiased Estimation
by: Yang, Tianyu, et al.
Published: (2025)

CrossPT-EEG: A Benchmark for Cross-Participant and Cross-Time Generalization of EEG-based Visual Decoding
by: Zhu, Shuqi, et al.
Published: (2024)

FedHL: Federated Learning for Heterogeneous Low-Rank Adaptation via Unbiased Aggregation
by: Peng, Zihao, et al.
Published: (2025)

Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization
by: Su, Weihang, et al.
Published: (2026)

Improve Large Language Model Systems with User Logs
by: Wang, Changyue, et al.
Published: (2026)

Unbiased Evaluation of Large Language Models from a Causal Perspective
by: Chen, Meilin, et al.
Published: (2025)

DCRMTA: Unbiased Causal Representation for Multi-touch Attribution
by: Tang, Jiaming
Published: (2024)

Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset
by: Hager, Philipp, et al.
Published: (2024)

MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems
by: Ai, Qingyao, et al.
Published: (2025)

An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes
by: Hu, Jiayu, et al.
Published: (2024)

Option-ID Based Elimination For Multiple Choice Questions
by: Zhu, Zhenhao, et al.
Published: (2025)

Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval
by: Su, Weihang, et al.
Published: (2023)

From <Answer> to <Think>: Multidimensional Supervision of Reasoning Process for LLM Optimization
by: Wang, Beining, et al.
Published: (2025)

ATACompressor: Adaptive Task-Aware Compression for Efficient Long-Context Processing in LLMs
by: Li, Xuancheng, et al.
Published: (2026)

Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing
by: Wang, Changyue, et al.
Published: (2025)

SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation
by: Su, Weihang, et al.
Published: (2025)

CausalMMM: Learning Causal Structure for Marketing Mix Modeling
by: Gong, Chang, et al.
Published: (2024)

Capability-aware Prompt Reformulation Learning for Text-to-Image Generation
by: Zhan, Jingtao, et al.
Published: (2024)

Efficient Transfer Learning via Causal Bounds
by: Gong, Xueping, et al.
Published: (2023)

Learning-based NLOS Detection and Uncertainty Prediction of GNSS Observations with Transformer-Enhanced LSTM Network
by: Zhang, Haoming, et al.
Published: (2023)

Evaluation Ethics of LLMs in Legal Domain
by: Zhang, Ruizhe, et al.
Published: (2024)

Analytical Search
by: Tu, Yiteng, et al.
Published: (2026)

What Scales in Cross-Entropy Scaling Law?
by: Yan, Junxi, et al.
Published: (2025)

Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities
by: Feng, Tao, et al.
Published: (2025)

Revisiting LLM Reasoning via Information Bottleneck
by: Lei, Shiye, et al.
Published: (2025)

Characterized Diffusion Networks for Enhanced Autonomous Driving Trajectory Prediction
by: Li, Haoming
Published: (2024)

Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection
by: Zhang, Yiqun, et al.
Published: (2026)

Causal Flow Q-Learning for Robust Offline Reinforcement Learning
by: Li, Mingxuan, et al.
Published: (2026)

Embedding Self-Correction as an Inherent Ability in Large Language Models for Enhanced Mathematical Reasoning
by: Gao, Kuofeng, et al.
Published: (2024)

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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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