Isolater - Feed

Ax Zehao Chen, Rong Pan 3/20/2026

SVGBuilder: Component-Based Colored SVG Generation with Text-Guided Autoregressive Transformers

Autoregressive transformer approach for component-based colored SVG generation from text descriptions.

Ax Rasmus Aavang, Giovanni Rizzi, Rasmus B{\o}ggild, Alexandre Iolov, Mike Zhang, Johannes Bjerva 3/20/2026

HiFi-KPI: A Dataset for Hierarchical KPI Extraction from Earnings Filings

Dataset for hierarchical KPI extraction from earnings filings using iXBRL structured financial documents.

Ax Xinxin Zhao, Xinmei Huang, Haoyang Li, Jing Zhang, Shuai Wang, Tieying Zhang, Jianjun Chen, Rui Shi, Cuiping Li, Hong Chen 3/20/2026

LLMIA: An Out-of-the-Box Index Advisor via In-Context Learning with LLMs

LLM-based index advisor for database optimization using in-context learning to iteratively refine index recommendations.

Ax Mingyang Liu, Gabriele Farina, Asuman Ozdaglar 3/20/2026

Differentially Private Equilibrium Finding in Polymatrix Games

Equilibrium finding algorithms in polymatrix games under differential privacy constraints with hardness results.

Ax Alexandru Apostu, Silviu Gheorghe, Andrei H\^iji, Nicolae Cleju, Andrei P\u{a}tra\c{s}cu, Cristian Rusu, Radu Ionescu, Paul Irofti 3/20/2026

Detecting and Mitigating DDoS Attacks with AI: A Survey

Survey of AI-based detection and mitigation methods for DDoS attacks with taxonomy of attack categories.

Ax Lovedeep Gondara, Jonathan Simkin, Shebnum Devji, Gregory Arbour, Raymond Ng 3/20/2026

ELM: A Hybrid Ensemble of Language Models for Automated Tumor Group Classification in Population-Based Cancer Registries

Ensemble of language models for automated tumor group classification from unstructured pathology reports in cancer registries.

Ax Sindhuja Madabushi, Ahmad Faraz Khan, Haider Ali, Jin-Hee Cho 3/20/2026

OPUS-VFL: Incentivizing Optimal Privacy-Utility Tradeoffs in Vertical Federated Learning

Federated learning system balancing privacy-utility tradeoffs with incentive mechanisms and heterogeneous resource accommodation across organizations.

Ax Chan Le Duc, Ludovic Brieulle 3/20/2026

A New Tractable Description Logic under Categorical Semantics

Tractable description logic with categorical semantics for biomedical ontologies supporting negative knowledge representation.

Ax Jun Chen, Xinke Li, Mingyue Xu, Chongshou Li, Truiani Li 3/20/2026

Rethinking Gradient-based Adversarial Attacks on Point Cloud Classification

Weighted gradient-based adversarial attacks on 3D point cloud classifiers with improved imperceptibility through point-wise perturbation adjustment.

Ax Tzeh Yuan Neoh, Jannik Peters, Nicholas Teh 3/20/2026

Online Fair Division with Additional Information

Online fair allocation of indivisible goods with sequential arrival, analyzing fairness guarantees with access to future information.

Ax Xiaoyuan Zhu, Yaowen Ye, Tianyi Qiu, Hanlin Zhu, Sijun Tan, Ajraf Mannan, Jonathan Michala, Raluca Ada Popa, Willie Neiswanger 3/20/2026

Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test

Rank-based uniformity test for detecting undisclosed substitutions or quantization of black-box LLM APIs without access to model weights.

Ax Antonio Ferrara, Francesco Cozzi, Alan Perotti, Andr\'e Panisson, Francesco Bonchi 3/20/2026

Size-adaptive Hypothesis Testing for Fairness

Statistical methods for fairness testing in algorithmic decision-making systems accounting for sampling error and demographic subgroups.

Ax Seyma Yaman Kayadibi 3/20/2026

Quantifying Student Success with Generative AI: A Monte Carlo Simulation Informed by Systematic Review

Systematic review combined with Monte Carlo simulation examining student perceptions of GenAI tools and educational outcomes.

Ax Zhening Huang, Xiaoyang Wu, Fangcheng Zhong, Hengshuang Zhao, Matthias Nie{\ss}ner, Joan Lasenby 3/20/2026

LiteReality: Graphics-Ready 3D Scene Reconstruction from RGB-D Scans

Pipeline for converting RGB-D scans into compact 3D virtual replicas with physically-based rendering and interaction support.

Ax Mikael Vaillant, Victor Oliveira Ferreira, Wiebke Mainville, Jean-Michel Lamarre, Vincent Raymond, Moncef Chioua, Bruno Blais 3/20/2026

Surrogate Model for Heat Transfer Prediction in Impinging Jet Arrays using Dynamic Inlet/Outlet and Flow Rate Control

arXiv paper: surrogate ML model for predicting heat transfer in impinging jet arrays. CFD acceleration via neural networks.

Ax Johann Frei, Nils Feldhus, Lisa Raithel, Roland Roller, Alexander Meyer, Frank Kramer 3/20/2026

Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes

arXiv paper: agent-based LLM approach for automating free-form clinical notes to HL7 FHIR structured data.

Ax Xiang Li, Zhangchi Hu, Xiao Xu, Bin Kong 3/20/2026

Look Before You Fuse: 2D-Guided Cross-Modal Alignment for Robust 3D Detection

arXiv paper: 2D-guided cross-modal fusion method for LiDAR-camera alignment in 3D autonomous vehicle detection.

Ax Kateryna Lutsai, Pavel Stra\v{n}\'ak 3/20/2026

Page image classification for content-specific data processing

Automated page image classification system for historical document digitization handling diverse content types, layouts, and handwritten/printed text.

Ax Laura Hellwege, Johann Christopher Engster, Moritz Schaar, Thorsten M. Buzug, Maik Stille 3/20/2026

Unsupervised Learning for Inverse Problems in Computed Tomography

Unsupervised deep learning approach for inverse problems in computed tomography combining deep image prior and unrolled optimization.

Ax Yuanzhi Zhu, Xi Wang, St\'ephane Lathuili\`ere, Vicky Kalogeiton 3/20/2026

Soft-Di[M]O: Improving One-Step Discrete Image Generation with Soft Embeddings

One-step image generation improvement using soft embeddings in distilled masked diffusion models, enabling gradient flow for post-distillation refinements.

Ax Na Min An, Inha Kang, Minhyun Lee, Hyunjung Shim 3/20/2026

Blind to Position, Biased in Language: Probing Mid-Layer Representational Bias in Vision-Language Encoders for Zero-Shot Language-Grounded Spatial Understanding

Analysis of positional and language bias in mid-layer representations of vision-language encoders for zero-shot language-grounded spatial understanding.

Ax Seyma Yaman Kayadibi 3/20/2026

Redundancy-as-Masking: Formalizing the Artificial Age Score (AAS) to Model Memory Aging in Generative AI

Artificial Age Score framework formalizing memory aging in LLMs, modeling how semantic and episodic information degrades across conversational sessions.

Ax Lingfei Zeng, Fengdi Che, Xuhan Huang, Fei Ye, Xu Xu, Binhang Yuan, Jie Fu 3/20/2026

VeriEquivBench: An Equivalence Score for Ground-Truth-Free Evaluation of Formally Verifiable Code

Benchmark using equivalence scoring for ground-truth-free evaluation of formally verifiable code generated by LLMs in languages like Dafny.

Ax Jingyu Peng, Maolin Wang, Hengyi Cai, Yuchen Li, Kai Zhang, Shuaiqiang Wang, Dawei Yin, Xiangyu Zhao 3/20/2026

AdaSwitch: Balancing Exploration and Guidance in Knowledge Distillation via Adaptive Switching

Knowledge distillation method for small language models that balances exploration and guidance through adaptive switching to address exposure bias.

Ax Hansol Park, Hoseong Ahn, Junwon Moon, Yejin Lee, Kyuhong Shim 3/20/2026

Evaluating Hallucinations in Audio-Visual Multimodal LLMs with Spoken Queries under Diverse Acoustic Conditions

Benchmark evaluating hallucinations in audio-visual multimodal LLMs with spoken queries under diverse acoustic conditions.

Ax Joe Watson, Ivan O'Connor, Chia-Wen Chen, Luning Sun, Fang Luo, David Stillwell 3/20/2026

Augmenting Rating-Scale Measures with Text-Derived Items Using the Information-Determined Scoring (IDS) Framework

Information-Determined Scoring framework using LLMs to score free-text psychological assessment responses and augment rating-scale measures.

Ax Joseph E. Trujillo-Falcon, Monica L. Bozeman, Liam E. Llewellyn, Samuel T. Halvorson, Meryl Mizell, Stuti Deshpande, Bob Manning, Chris Rohrbach, Ian Blaylock, Angel Montanez, Todd Fagin 3/20/2026

From Binary to Bilingual: How the National Weather Service is Using Artificial Intelligence to Develop a Comprehensive Translation Program

National Weather Service implementation of automated translation using LLMs and LILT's training process to serve non-English speakers.

Ax Chenrui Tie, Shengxiang Sun, Yudi Lin, Yanbo Wang, Zhongrui Li, Zhouhan Zhong, Jinxuan Zhu, Yiman Pang, Haonan Chen, Junting Chen, Ruihai Wu, Lin Shao 3/20/2026

Manual2Skill++: Connector-Aware General Robotic Assembly from Instruction Manuals via Vision-Language Models

Robotic assembly system using vision-language models to handle connector-aware assembly from instruction manuals with focus on physical constraints.

Ax Jiahao Meng, Xiangtai Li, Haochen Wang, Yue Tan, Tao Zhang, Lingdong Kong, Yunhai Tong, Anran Wang, Zhiyang Teng, Yujing Wang, Zhuochen Wang 3/20/2026

Open-o3-Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence

Video reasoning model with explicit spatio-temporal evidence grounding, extending evidence-centered reasoning from images to videos with temporal tracking and spatial localization.

Ax Kotaro Furuya, Yuichi Kitagawa 3/20/2026

The Geometry of Dialogue: Graphing Language Models to Reveal Synergistic Teams for Multi-Agent Collaboration

Framework for composing synergistic multi-agent LLM teams by analyzing model interaction geometry to optimize collaboration and surpass single-model capabilities.

Ax Zixun Xiong, Gaoyi Wu, Qingyang Yu, Mingyu Derek Ma, Lingfeng Yao, Miao Pan, Xiaojiang Du, Hao Wang 3/20/2026

iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification

Method for LLM ownership verification using encrypted fingerprinting with protection against attacks during verification processes.

Ax Farheen Ramzan (Cherise), Yusuf Kiberu (Cherise), Nikesh Jathanna (Cherise), Meryem Jabrane (Cherise), Vicente Grau (Cherise), Shahnaz Jamil-Copley (Cherise), Richard H. Clayton (Cherise), Chen (Cherise), Chen (Cherise) 3/20/2026

Seeing Beyond the Image: ECG and Anatomical Knowledge-Guided Myocardial Scar Segmentation from Late Gadolinium-Enhanced Images

Multimodal framework combining ECG signals and anatomical knowledge for cardiac myocardial scar segmentation from MRI images.

Ax Li Cuihong, Huang Xiaowen, Yin Chuanhuan, Sang Jitao 3/20/2026

Membership Inference Attack against Large Language Model-based Recommendation Systems: A New Distillation-based Paradigm

Novel knowledge distillation-based membership inference attack against LLM-based recommendation systems to determine if data samples were in training sets.

Ax Anil K. Saini, Jose Guadalupe Hernandez, Emily F. Wong, Debanshi Misra, Tiffani J. Bright, Jason H. Moore 3/20/2026

Evolved Sample Weights for Bias Mitigation: Effectiveness Depends on the Fairness Objective

Study comparing genetic algorithms and other methods for generating sample weights to mitigate bias in ML models, examining trade-offs between fairness and accuracy.

Ax Joshua Fonseca Rivera, David Demitri Africa 3/20/2026

Steering Awareness: Detecting Activation Steering from Within

Research on models' ability to detect activation steering vectors injected into their residual streams during forward passes, revealing steering awareness in instruction-tuned models.

Ax Fan Yang, Xingping Dong, Xin Yu, Wenhan Luo, Wei Liu, Kaihao Zhang 3/20/2026

MRD: Multi-resolution Retrieval-Detection Fusion for High-Resolution Image Understanding

MRD fusion approach for high-resolution image understanding in MLLMs combining retrieval-augmented generation with detection to prevent object fragmentation and false positives.

Ax Xiangzheng Cheng, Haili Huang, Ye Su, Qing Nie, Xiufen Zou, Suoqin Jin 3/20/2026

Cell-cell Communication Inference and Analysis: Biological Mechanisms, Computational Approaches, and Future Opportunities

Survey of cell-cell communication inference from single-cell omics data, covering biological mechanisms and computational approaches for ligand-receptor interaction analysis.

Ax Giulia Lanzillotta, Damiano Meier, Thomas Hofmann 3/20/2026

Heads collapse, features stay: Why Replay needs big buffers

Continual learning study revealing asymmetry in experience replay between feature-level and classifier-level forgetting, showing minimal buffers preserve representations but not predictions.

Ax Jiwoo Park, Ruoqi Liu, Avani Jagdale, Andrew Srisuwananukorn, Jing Zhao, Lang Li, Ping Zhang, Sachin Kumar 3/20/2026

ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access

ClinicalTrialsHub platform consolidating ClinicalTrials.gov with PubMed data extraction, increasing structured trial data access by 83.8% for patients and clinicians.

Ax Rao Muhammad Umer, Daniel Sens, Jonathan Noll, Sohom Dey, Christian Matek, Lukas Wolfseher, Rainer Spang, Ralf Huss, Johannes Raffler, Sarah Reinke, Ario Sadafi, Wolfram Klapper, Katja Steiger, Kristina Schwamborn, Carsten Marr 3/20/2026

A Multicenter Benchmark of Multiple Instance Learning Models for Lymphoma Subtyping from HE-stained Whole Slide Images

Benchmark of multiple instance learning models for lymphoma subtyping from whole slide images, comparing deep learning approaches for pathology diagnosis.

Ax Saad Alqithami 3/20/2026

Adaptive Accountability in Networked MAS: Tracing and Mitigating Emergent Norms at Scale

Adaptive Accountability Framework for networked multi-agent systems using cryptographic provenance tracking and runtime detection of emergent norms like collusion and unfairness.

Ax Zhe Yin, Xiaodong Gu, Beijun Shen 3/20/2026

Neuron-Guided Interpretation of Code LLMs: Where, Why, and How?

Neuron-level interpretability study of code LLMs identifying language-specific neurons and concept layers, adapting NLP techniques to formal programming language structure.

Ax Zhankai Ye, Bofan Li, Yukai Jin, Shuoqiu Li, Wei Wang, Yanfu Zhang, Shangqian Gao, Xin Liu 3/20/2026

GeoMotionGPT: Geometry-Aligned Motion Understanding with Large Language Models

GeoMotionGPT aligns motion space geometry with embedding space in LLM-based motion understanding by coupling discrete motion tokenization with semantic learning.

Ax Fan Huang, Haewoon Kwak, Jisun An 3/20/2026

Vulnerability of LLMs' Stated Beliefs? LLMs Belief Resistance Check Through Strategic Persuasive Conversation Interventions

Systematic evaluation of LLM susceptibility to persuasion across six models using SMCR communication framework, testing adoption of counterfactual beliefs.

Ax James Brock, Ce Zhang, Nantheera Anantrasirichai 3/20/2026