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Bibliographic Details
Main Authors:	Shi, Kexuan, Li, Hanxuan, Qiu, Zeju, Wen, Yandong, Buchholz, Simon, Liu, Weiyang
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2605.12492
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Model Merging with Functional Dual Anchors
by: Shi, Kexuan, et al.
Published: (2025)

Orthogonal Model Merging
by: Yang, Sihan, et al.
Published: (2026)

POET-X: Memory-efficient LLM Training by Scaling Orthogonal Transformation
by: Qiu, Zeju, et al.
Published: (2026)

Orthogonal Finetuning Made Scalable
by: Qiu, Zeju, et al.
Published: (2025)

PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective
by: Huang, Yangyi, et al.
Published: (2026)

Symbolic Graphics Programming with Large Language Models
by: Chen, Yamei, et al.
Published: (2025)

Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
by: Liu, Weiyang, et al.
Published: (2023)

Controlling Text-to-Image Diffusion by Orthogonal Finetuning
by: Qiu, Zeju, et al.
Published: (2023)

Rigidity-Aware Geometric Pretraining for Protein Design and Conformational Ensembles
by: Ni, Zhanghan, et al.
Published: (2026)

Circuit Transformer: A Transformer That Preserves Logical Equivalence
by: Li, Xihan, et al.
Published: (2024)

AMO: Adaptive Muon Orthogonalization
by: Zhuang, Xinlin, et al.
Published: (2026)

Multicalibration Boosting: Theory, Convergence, and Transferability
by: Ye, Hanxuan, et al.
Published: (2026)

Joint User Priority and Power Scheduling for QoS-Aware WMMSE Precoding: A Constrained-Actor Attentive-Critic Approach
by: Wang, Kexuan, et al.
Published: (2025)

A Lightweight RL-Driven Deep Unfolding Network for Robust WMMSE Precoding in Massive MU-MIMO-OFDM Systems
by: Wang, Kexuan, et al.
Published: (2025)

Drifting Preference Optimization for One-Step Generative Models
by: Jiang, Zhou, et al.
Published: (2026)

Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning
by: Li, Zeju, et al.
Published: (2024)

Accelerating Transformers with Spectrum-Preserving Token Merging
by: Tran, Hoai-Chau, et al.
Published: (2024)

LNN-PINN: A Unified Physics-Only Training Framework with Liquid Residual Blocks
by: Tao, Ze, et al.
Published: (2025)

A Deep Latent Space Model for Graph Representation Learning
by: Yang, Hanxuan, et al.
Published: (2021)

Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
by: Liu, Zhen, et al.
Published: (2024)

A Single-Loop Deep Actor-Critic Algorithm for Constrained Reinforcement Learning with Provable Convergence
by: Wang, Kexuan, et al.
Published: (2023)

Robustness of Nonlinear Representation Learning
by: Buchholz, Simon, et al.
Published: (2025)

Context-aware Constrained Reinforcement Learning Based Energy-Efficient Power Scheduling for Non-stationary XR Data Traffic
by: Wang, Kexuan, et al.
Published: (2025)

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain
by: Yue, Wenzhen, et al.
Published: (2025)

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression
by: Makhov, Denis, et al.
Published: (2026)

Emergency Preemption Without Online Exploration: A Decision Transformer Approach
by: Su, Haoran, et al.
Published: (2026)

DiffHLS: Differential Learning for High-Level Synthesis QoR Prediction with GNNs and LLM Code Embeddings
by: Peng, Zedong, et al.
Published: (2026)

On the Spectral Structure and Objective Equivalence of Orthogonal Multilabel Fisher Discriminants
by: Keith-Norambuena, Brian, et al.
Published: (2026)

Latent Context Compilation: Distilling Long Context into Compact Portable Memory
by: Li, Zeju, et al.
Published: (2026)

LightSplit: Practical Privacy-Preserving Split Learning via Orthogonal Projections
by: Cihangiroglu, Mert, et al.
Published: (2026)

LGDC: Latent Graph Diffusion via Spectrum-Preserving Coarsening
by: Osman, Nagham, et al.
Published: (2025)

Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification
by: Yang, Hanxuan, et al.
Published: (2024)

Understanding Uncertainty Sampling via Equivalent Loss
by: Liu, Shang, et al.
Published: (2023)

MSCMHMST: A traffic flow prediction model based on Transformer
by: Geng, Weiyang, et al.
Published: (2025)

A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents
by: Wang, Kaiwen, et al.
Published: (2024)

An Interpretable Power System Transient Stability Assessment Method with Expert Guiding Neural-Regression-Tree
by: Wang, Hanxuan, et al.
Published: (2024)

Spatiotemporal Decision Transformer for Traffic Coordination
by: Su, Haoran, et al.
Published: (2026)

Can Large Language Models Understand Symbolic Graphics Programs?
by: Qiu, Zeju, et al.
Published: (2024)

Physics-Guided Tiny-Mamba Transformer for Reliability-Aware Early Fault Warning
by: Li, Changyu, 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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