Isolater - Feed

Ax Bart{\l}omiej Starosta, S{\l}awomir T. Wierzcho\'n, Piotr Borkowski, Dariusz Czerski, Marcin Sydow, Eryk Laskowski, Mieczys{\l}aw A. K{\l}opotek 3/17/2026

Rough Sets for Explainability of Spectral Graph Clustering

Rough set theory applied to explain results of spectral graph clustering algorithms for text document analysis.

Ax Terrence J. Sejnowski 3/17/2026

Dynamical Mechanisms for Coordinating Long-term Working Memory Based on the Precision of Spike-timing in Cortical Neurons

Neuroscience study of cortical neuron mechanisms underlying long-term working memory through spike-timing precision analysis.

Ax Sangeeth B, Serena Nicolazzo, Deepa K., Vinod P 3/17/2026

Protecting Deep Neural Network Intellectual Property with Chaos-Based White-Box Watermarking

Method for watermarking deep neural networks to protect intellectual property and verify model ownership using chaos-based approaches.

Ax Gyeongrok Oh, Youngdong Jang, Jonghyun Choi, Suk-Ju Kang, Guang Lin, Sangpil Kim 3/17/2026

Training-Free Global Geometric Association for 4D LiDAR Panoptic Segmentation

Geo-4D: training-free geometric approach for 4D LiDAR panoptic segmentation without deep networks or dedicated modules.

Ax Yongxin Wang, Zhicheng Yang, Meng Cao, Mingfei Han, Haokun Lin, Yingying Zhu, Xiaojun Chang, Xiaodan Liang 3/17/2026

CARE What Fails: Contrastive Anchored-REflection for Verifiable Multimodal Reasoning

CARE: failure-centric post-training framework using contrastive learning for verifiable multimodal reasoning in reinforcement learning.

Ax Chi-Te Kuo, Li-Hsiang Shen, Jyun-Jhe Huang 3/17/2026

Parametrized Sharing for Multi-Agent Hybrid DRL for Multiple Multi-Functional RISs-Aided Downlink NOMA Networks

Multi-agent hybrid DRL approach for optimizing energy efficiency in multi-functional RIS-aided NOMA networks.

Ax Hongming Fu, Wenjia Wang, Xiaozhen Qiao, Rolandos Alexandros Potamias, Taku Komura, Shuo Yang, Zheng Liu, Bo Zhao 3/17/2026

EgoGrasp: World-Space Hand-Object Interaction Estimation from Egocentric Videos

EgoGrasp: method for reconstructing world-space hand-object interactions from egocentric videos supporting open-vocabulary objects.

Ax Shaocheng Shen, Jianfeng Liang, Chunlei Cai, Cong Geng, Huiyu Duan, Xiaoyun Zhang, Qiang Hu, Guangtao Zhai 3/17/2026

Agentic Retoucher for Text-To-Image Generation

Agentic Retoucher: hierarchical agent for fixing distortions in text-to-image generation with spatial grounding.

Ax Chenxu Liu, Yingjie Fu, Wei Yang, Ying Zhang, Tao Xie 3/17/2026

WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics

WebCoderBench: benchmark for evaluating LLM-generated web applications with comprehensive metrics and interpretable results.

Ax Hyeongkeun Lee, Jongmin Choi, KiHyun Nam, Joon Son Chung 3/17/2026

LAMB: LLM-based Audio Captioning with Modality Gap Bridging via Cauchy-Schwarz Divergence

LAMB: LLM-based audio captioning framework bridging modality gap between audio and text using Cauchy-Schwarz divergence.

Ax Zhankai Ye, Bofan Li, Yukai Jin, Shuoqiu Li, Wei Wang, Yanfu Zhang, Shangqian Gao, Xin Liu 3/17/2026

GeoMotionGPT: Geometry-Aligned Motion Understanding with Large Language Models

GeoMotionGPT: LLM framework for motion understanding using geometry-aligned discrete motion tokenization and embeddings.

Ax Youwei Liu, Jian Wang, Hanlin Wang, Beichen Guo, Wenjie Li 3/17/2026

Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models

Imagine-then-Plan framework for agent learning using world models and adaptive lookahead for complex task planning.

Ax Yue Chang, Rufeng Chen, Zhaofan Zhang, Yi Chen, Yifan Tian, Sihong Xie 3/17/2026

RAG-3DSG: Enhancing 3D Scene Graphs with Re-Shot Guided Retrieval-Augmented Generation

RAG-3DSG: retrieval-augmented generation approach for constructing 3D scene graphs with uncertainty estimation for robotics tasks.

Ax Ibrahim Al Azher, Zhishuai Guo, Hamed Alhoori 3/17/2026

Multi-Agent LLMs for Generating Research Limitations

Multi-agent LLM framework for generating research limitations by identifying methodological issues beyond superficial statements.

Ax Jidong Jin 3/17/2026

Why Inference in Large Models Becomes Decomposable After Training

Research on decomposable inference in large models showing gradient updates are localized, reducing inference costs and complexity.

Ax Toni J. B. Liu, Baran Zadeo\u{g}lu, Nicolas Boull\'e, Rapha\"el Sarfati, Christopher J. Earls 3/17/2026

Jacobian Scopes: token-level causal attributions in LLMs

Jacobian Scopes: gradient-based methods for token-level causal attribution in LLMs to identify which prior tokens influence predictions across layers and attention heads.

Ax Zhiliang Peng, Jianwei Yu, Yaoyao Chang, Zilong Wang, Li Dong, Yingbo Hao, Yujie Tu, Chenyu Yang, Wenhui Wang, Songchen Xu, Yutao Sun, Hangbo Bao, Weijiang Xu, Yi Zhu, Zehua Wang, Ting Song, Yan Xia, Zewen Chi, Shaohan Huang, Liang Wang, Chuang Ding, Shuai Wang, Xie Chen, Furu Wei 3/17/2026

VIBEVOICE-ASR Technical Report

VibeVoice-ASR framework for speech understanding in long-form audio using single-pass processing to handle context fragmentation and multi-speaker scenarios.

Ax Weiye Zhu, Zekai Zhang, Xiangchen Wang, Hewei Pan, Teng Wang, Tiantian Geng, Rongtao Xu, Feng Zheng 3/17/2026

\textsc{NaVIDA}: Vision-Language Navigation with Inverse Dynamics Augmentation

NaVIDA improves vision-language navigation agents by explicitly modeling action-grounded visual dynamics for better planning and generalization in embodied environments.

Ax Kaustubh D. Dhole 3/17/2026

BabyReasoningBench: Generating Developmentally-Inspired Reasoning Tasks for Evaluating Baby Language Models

Benchmark for evaluating reasoning in baby language models trained on child-directed speech; developmentally-inspired evaluation methodology.

Ax Shinwoo Park, Yo-Sub Han 3/17/2026

From Intuition to Calibrated Judgment: A Rubric-Based Expert-Panel Study of Human Detection of LLM-Generated Korean Text

Expert-panel study on human detection of LLM-generated Korean text using rubric-based calibration framework for attribution.

Ax Evandro S. Ortigossa, Eran Segal 3/17/2026

Seg-MoE: Multi-Resolution Segment-wise Mixture-of-Experts for Time Series Forecasting Transformers

Mixture-of-Experts approach for time-series forecasting transformers using segment-wise routing to improve scaling and temporal dynamics.

Ax Jio Oh, Paul Vicinanza, Thomas Butler, Steven Euijong Whang, Dezhi Hong, Amani Namboori 3/17/2026

Should LLMs, like, Generate How Users Talk? Building Dialect-Accurate Dialog[ue]s Beyond the American Default with MDial

MDial framework for generating multi-dialectal dialogue data; addresses LLM performance gaps for non-standard English speakers.

Ax Haoran Ou, Kangjie Chen, Gelei Deng, Hangcheng Liu, Jie Zhang, Tianwei Zhang, Kwok-Yan Lam 3/17/2026

DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems

Adversarial attacks against search-enabled LLM fact-checking systems; proposes DECEIVE-AFC for testing robustness of retrieval-augmented verification.

Ax Yi Liu, Zhihao Chen, Yanjun Zhang, Gelei Deng, Yuekang Li, Jianting Ning, Ying Zhang, Leo Yu Zhang 3/17/2026

Malicious Agent Skills in the Wild: A Large-Scale Security Empirical Study

First labeled dataset of 98,380 malicious agent skills characterizing security threats in LLM-based agent registries and ecosystems.

Ax Jiale Qian, Hao Meng, Tian Zheng, Pengcheng Zhu, Haopeng Lin, Yuhang Dai, Hanke Xie, Wenxiao Cao, Ruixuan Shang, Jun Wu, Hongmei Liu, Hanlin Wen, Jian Zhao, Zhonglin Jiang, Yong Chen, Shunshun Yin, Ming Tao, Jianguo Wei, Lei Xie, Xinsheng Wang 3/17/2026

SoulX-Singer: Towards High-Quality Zero-Shot Singing Voice Synthesis

Open-source singing voice synthesis system with zero-shot generalization and controllable generation capabilities.

Ax Jiahao Qin 3/17/2026

SAS-Net: Cross-Domain Image Registration as Inverse Rendering via Structure-Appearance Factorization

Cross-domain image registration via inverse rendering with structure-appearance factorization; computer vision problem, not AI-focused.

Ax Maciej Besta, {\L}ukasz Jarmocik, Orest Hrycyna, Shachar Klaiman, Konrad M\k{a}czka, Robert Gerstenberger, J\"urgen M\"uller, Piotr Nyczyk, Hubert Niewiadomski, Torsten Hoefler 3/17/2026

GraphSeek: Next-Generation Graph Analytics with LLMs

System for natural language graph analytics over large property graphs using LLMs; enables querying complex heterogeneous datasets efficiently.

Ax Seo Hyun Kim, Jin Bok Park, Do Yeon Koo, Hogun Park, Il Yong Chun 3/17/2026

SToRM: Supervised Token Reduction for Multi-modal LLMs toward efficient end-to-end autonomous driving

Token reduction method for multi-modal LLMs in autonomous driving to improve efficiency while maintaining human-vehicle interaction.

Ax Jiakang Shen, Qinghui Chen, Runtong Wang, Chenrui Xu, Jinglin Zhang, Cong Bai, Feng Zhang 3/17/2026

KAN-FIF: Spline-Parameterized Lightweight Physics-based Tropical Cyclone Estimation on Meteorological Satellite

Physics-based tropical cyclone estimation using spline-parameterized KAN for efficient edge device deployment on satellite data.

Ax Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Weihao Jiang, Peng Hou, Anxiang Zeng, Xin Geng, Baining Guo 3/17/2026

Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training

Framework for on-policy supervised fine-tuning of LLMs using Distribution Discriminant Theory to improve generalization over standard SFT.

Ax Shih-Fang Chen, Jun-Cheng Chen, I-Hong Jhuo, Yen-Yu Lin 3/17/2026

GOT-JEPA: Generic Object Tracking with Model Adaptation and Occlusion Handling using Joint-Embedding Predictive Architecture

Generic object tracking method using joint-embedding predictive architecture with model adaptation and occlusion reasoning.

Ax Weiwen Su, Yuhan Zhou, Zihan Wang, Naoki Yoshinaga, Masashi Toyoda 3/17/2026