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Bibliographic Details
Main Authors:	Zhang, Mingming, Hu, Jiahao, Shi, Pengfei, Wang, Ningtao, Gao, Ruizhe, Sun, Guandong, Zhao, Feng, kang, Yulin, Fu, Xing, Wang, Weiqiang, Zhao, Junbo
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2412.02097
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TabEmbed: Benchmarking and Learning Generalist Embeddings for Tabular Understanding
by: Qiang, Minjie, et al.
Published: (2026)

Ultra-imbalanced classification guided by statistical information
by: Jin, Yin, et al.
Published: (2024)

Estimating Conditional Average Treatment Effects via Sufficient Representation Learning
by: Shi, Pengfei, et al.
Published: (2024)

Chinese ModernBERT with Whole-Word Masking
by: Zhao, Zeyu, et al.
Published: (2025)

KAN or MLP: A Fairer Comparison
by: Yu, Runpeng, et al.
Published: (2024)

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models
by: Chen, Hao, et al.
Published: (2025)

KAN versus MLP on Irregular or Noisy Functions
by: Zeng, Chen, et al.
Published: (2024)

PowerMLP: An Efficient Version of KAN
by: Qiu, Ruichen, et al.
Published: (2024)

AIGT: AI Generative Table Based on Prompt
by: Zhang, Mingming, et al.
Published: (2024)

KAN or MLP? Point Cloud Shows the Way Forward
by: Shi, Yan, et al.
Published: (2025)

Table as a Modality for Large Language Models
by: Li, Liyao, et al.
Published: (2025)

Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback
by: Liu, Kejin, et al.
Published: (2025)

Bridging KAN and MLP: MJKAN, a Hybrid Architecture with Both Efficiency and Expressiveness
by: Joo, Hanseon, et al.
Published: (2025)

KAN v.s. MLP for Offline Reinforcement Learning
by: Guo, Haihong, et al.
Published: (2024)

DKD-KAN: A Lightweight knowledge-distilled KAN intrusion detection framework, based on MLP and KAN
by: Alikhani, Mohammad
Published: (2026)

Dynamic 3D KAN Convolution with Adaptive Grid Optimization for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)

MLP-KAN: Unifying Deep Representation and Function Learning
by: He, Yunhong, et al.
Published: (2024)

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment
by: Chen, Hao, et al.
Published: (2026)

HSTMixer: A Hierarchical MLP-Mixer for Large-Scale Traffic Forecasting
by: Wang, Yongyao, et al.
Published: (2025)

ChannelKAN: Multi-Scale Dual-Domain Channel Prediction via Hybrid CNN-KAN Architecture
by: Jiang, Nanqing, et al.
Published: (2026)

FourierKAN outperforms MLP on Text Classification Head Fine-tuning
by: Imran, Abdullah Al, et al.
Published: (2024)

InfoMamba: An Attention-Free Hybrid Mamba-Transformer Model
by: Wang, Youjin, et al.
Published: (2026)

A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks
by: Shukla, Khemraj, et al.
Published: (2024)

Infinite-Instruct: Synthesizing Scaling Code instruction Data with Bidirectional Synthesis and Static Verification
by: Xing, Wenjing, et al.
Published: (2025)

MLP, XGBoost, KAN, TDNN, and LSTM-GRU Hybrid RNN with Attention for SPX and NDX European Call Option Pricing
by: Ter-Avanesov, Boris, et al.
Published: (2024)

(GG) MoE vs. MLP on Tabular Data
by: Chernov, Andrei
Published: (2025)

RPN: Reconciled Polynomial Network Towards Unifying PGMs, Kernel SVMs, MLP and KAN
by: Zhang, Jiawei
Published: (2024)

Dynamic Modeling of Data-Center Power Delivery for Power System Resonance Analysis
by: Zhao, Xingyu, et al.
Published: (2026)

VKT : A Hybrid Vision KAN ‐Transformer Model for Medical Image Classification
by: Guanghua He, et al.
Published: (2026)

Layout Control and Semantic Guidance with Attention Loss Backward for T2I Diffusion Model
by: Li, Guandong
Published: (2024)

FastUSP: A Multi-Level Collaborative Acceleration Framework for Distributed Diffusion Model Inference
by: Li, Guandong
Published: (2026)

Bayesian Differentiable Physics for Cloth Digitalization
by: Gong, Deshan, et al.
Published: (2024)

KAN based Autoencoders for Factor Models
by: Wang, Tianqi, et al.
Published: (2024)

TILBench: A Systematic Benchmark for Tabular Imbalanced Learning Across Data Regimes
by: Liu, Ruizhe, et al.
Published: (2026)

Democratic Recommendation with User and Item Representatives Produced by Graph Condensation
by: Liang, Jiahao, et al.
Published: (2025)

PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets
by: Kashefi, Ali
Published: (2024)

Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models
by: Zhao, Shuai, et al.
Published: (2023)

Supervised Autoencoder MLP for Financial Time Series Forecasting
by: Bieganowski, Bartosz, et al.
Published: (2024)

Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction
by: Shi, Yunxiao, 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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