Ax Andrew Salij, R. Seaton Ullberg, Megan C. Davis, Marc J. Cawkwell, Christopher J. Snyder, Cristina Garcia Cardona, Ivana Matanovic, Wilton J. M. Kort-Kamp 27d ago

Generative Chemical Language Models for Energetic Materials Discovery

Generative molecular language models pre-trained on chemical data and fine-tuned for energetic materials discovery.

Ax Karthikeyan Sankaralingam 27d ago

Computer Architecture's AlphaZero Moment: Automated Discovery in an Encircled World

Proposes automated discovery approach for computer architecture design using AI, addressing post-Moore's Law era challenges.

Ax Ray Zeyao Chen, Christan Grant 27d ago

InsightBoard: An Interactive Multi-Metric Visualization and Fairness Analysis Plugin for TensorBoard

TensorBoard plugin for interactive multi-metric visualization and fairness analysis during ML model training.

Ax Damith Chamalke Senadeera, Dimitrios Kollias, Gregory Slabaugh 27d ago

CoLoRSMamba: Conditional LoRA-Steered Mamba for Supervised Multimodal Violence Detection

Multimodal violence detection model combining VideoMamba and AudioMamba with conditional LoRA steering.

Ax Matthias Wei{\ss}, Falk Dettinger, Elias Detrois, Nasser Jazdi, Michael Weyrich 27d ago

SDVDiag: Using Context-Aware Causality Mining for the Diagnosis of Connected Vehicle Functions

Causality mining approach for diagnosing connected vehicle system failures in distributed cloud/edge infrastructure.

Ax Kenan Tang, Praveen Arunshankar, Andong Hua, Anthony Yang, Yao Qin 27d ago

Banana100: Breaking NR-IQA Metrics by 100 Iterative Image Replications with Nano Banana Pro

Addresses iterative image quality degradation in multi-turn editing with agentic systems using multi-modal models.

Ax Haotian Xiang, Qin Lu, Yaakov Bar-Shalom 27d ago

Diffusion Policy with Bayesian Expert Selection for Active Multi-Target Tracking

Diffusion policy approach with Bayesian expert selection for active multi-target tracking balancing exploration and exploitation.

Ax Daniele Solombrino, Antonio Andrea Gargiulo, Adrian Robert Minut, Luca Zhou, Alessandro Zirilli, Emanuele Rodol\`a 27d ago

Zero-Shot Quantization via Weight-Space Arithmetic

Zero-shot quantization technique using weight-space arithmetic to transfer quantization robustness between models without training data.

Ax Thomas Manuel Rost 27d ago

Inference-Path Optimization via Circuit Duplication in Frozen Visual Transformers for Marine Species Classification

Inference optimization method for frozen vision transformers through circuit duplication for marine species classification.

Ax Lamyea Maha, Tajmilur Rahman, Chanchal Roy 27d ago

Agile Story-Point Estimation: Is RAG a Better Way to Go?

Study comparing RAG-based approach with traditional methods for Agile story point estimation in sprint planning.

Ax Kenan Tang, Jiasheng Guo, Jeffrey Lin, Yao Qin 27d ago

ExpressEdit: Fast Editing of Stylized Facial Expressions with Diffusion Models in Photoshop

Photoshop plugin using diffusion models for AI-assisted facial expression editing in stylized artwork without image degradation.

Ax Prakhar Bansal, Shivangi Agarwal 27d ago

Lightweight Query Routing for Adaptive RAG: A Baseline Study on RAGRouter-Bench

Lightweight query routing classifier for selecting optimal retrieval strategies in RAG pipelines based on query characteristics.

Ax Kevin Debeire, Ayta\c{c} Pa\c{c}al, Pierre Gentine, Luis Medrano-Navarro, Nils Thuerey, Veronika Eyring 27d ago

Physics-Constrained Adaptive Flow Matching for Climate Downscaling

Machine learning model with physics constraints for climate downscaling using flow matching architecture.

Ax Utkarsh Singh, Aaron Z. Goldberg, Christoph Simon, Khabat Heshami 27d ago

Recurrent Quantum Feature Maps for Reservoir Computing

Quantum computing approach using recurrent quantum circuits as reservoirs for temporal data processing.

Ax Xiaoan Liu, DaeHo Lee, Eric J Gonzalez, Mar Gonzalez-Franco, Ryo Suzuki 27d ago

VisionClaw: Always-On AI Agents through Smart Glasses

Wearable AI agent on smart glasses enabling continuous perception and speech-driven task execution with OpenClaw agentic framework.

Ax Maximilian Schuessler, Erik Sverdrup, Robert Tibshirani, Stefan Wager 27d ago

Nonparametric Regression Discontinuity Designs with Survival Outcomes

Statistical method for causal inference using regression discontinuity design in healthcare applications with survival outcomes.

Ax Sing Hieng Wong, Hassan Sajjad, A. B. Siddique 27d ago

LangFIR: Discovering Sparse Language-Specific Features from Monolingual Data for Language Steering

Method using sparse autoencoders to discover language-specific features from monolingual data for controlling LLM output language without parallel data.

Ax Zihao Wu, Haoming Yang, Juncheng Dong, Vahid Tarokh 27d ago

Rethinking Token Prediction: Tree-Structured Diffusion Language Model

Discrete diffusion language model using tree-structured token prediction to reduce parameters and memory in language generation.

Ax Jason Chen, I-Chun Arthur Liu, Gaurav Sukhatme, Daniel Seita 27d ago

CRAFT: Video Diffusion for Bimanual Robot Data Generation

Video diffusion transformer framework for synthesizing diverse bimanual robot manipulation demonstrations from limited real data.

Ax Chicago Y. Park, Edward P. Chandler, Yuyang Hu, Michael T. McCann, Cristina Garcia-Cardona, Brendt Wohlberg, Ulugbek S. Kamilov 27d ago

Stochastic Generative Plug-and-Play Priors

Framework combining score-based diffusion models as priors in plug-and-play optimization for imaging inverse problems.

Ax Yuqi Zhu, Jintian Zhang, Zhenjie Wan, Yujie Luo, Shuofei Qiao, Zhengke Gui, Da Zheng, Lei Liang, Huajun Chen, Ningyu Zhang 27d ago

LightThinker++: From Reasoning Compression to Memory Management

Method for LLMs to dynamically compress intermediate reasoning thoughts into compact representations while maintaining reasoning quality.

Ax Asmaa M. Elwer, Muhammad A. Rushdi, Mahmoud H. Annaby 27d ago

Learning Superpixel Ensemble and Hierarchy Graphs for Melanoma Detection

Graph learning approach for melanoma detection in medical images using graph signal processing.

Ax Taibiao Zhao, Xiang Zhang, Mingxuan Sun, Ruyi Ding, Xugui Zhou 27d ago

Spatiotemporal-Aware Bit-Flip Injection on DNN-based Advanced Driver Assistance Systems

Framework for injecting bit-flip faults into DNNs used in autonomous driving systems to identify critical failure points.

Ax Ying Yao 27d ago

RL-Driven Sustainable Land-Use Allocation for the Lake Malawi Basin

Deep reinforcement learning framework for optimizing land-use allocation in Lake Malawi Basin to maximize ecosystem service value.

Ax Keith Barnatchez, Kevin P. Josey, Rachel C. Nethery, Giovanni Parmigiani 27d ago

Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Confounding

Debiased machine learning approach for conformal prediction of counterfactual outcomes under confounding.

Ax Kun He 27d ago

On the Efficiency of Sinkhorn-Knopp for Entropically Regularized Optimal Transport

Theoretical analysis of Sinkhorn-Knopp algorithm efficiency for entropically regularized optimal transport.

Ax Hiroaki Aizawa, Yuki Igaue 27d ago

R\'enyi Attention Entropy for Patch Pruning

Method using Rényi attention entropy for patch pruning in transformers to reduce quadratic self-attention cost.

Ax Leszek Szczecinski 27d ago

New insights into Elo algorithm for practitioners and statisticians

Theoretical analysis reconciling practitioner and statistician perspectives on Elo ranking algorithms.

Ax Andrew Wheeler, Kshitiz Aryal, Maanak Gupta 27d ago

Explainability-Guided Adversarial Attacks on Transformer-Based Malware Detectors Using Control Flow Graphs

Study on adversarial attacks against transformer-based malware detectors using control flow graphs, examining robustness of RoBERTa models.

Ax Anjun Gao, Feng Wang, Zhenglin Wan, Yueyang Quan, Zhuqing Liu, Minghong Fang 27d ago

SecureAFL: Secure Asynchronous Federated Learning

SecureAFL: Asynchronous federated learning framework addressing straggler problem while maintaining security.

Ax Hope McGovern, Caroline Craig, Thomas Lippincott, Hale Sirin 27d ago

When Models Know More Than They Say: Probing Analogical Reasoning in LLMs

Study comparing LLM probed representations with performance on narrative analogical reasoning tasks.

Ax Alexander Scheinker, Alexander Plastun, Peter Ostroumov 27d ago

PhaseFlow4D: Physically Constrained 4D Beam Reconstruction via Feedback-Guided Latent Diffusion

PhaseFlow4D: Latent diffusion for 4D particle beam reconstruction from sparse 2D projections with physical constraints.

Ax Alberto Alfarano, Eshika Saxena, Emily Wenger, Fran\c{c}ois Charton, Kristin Lauter 27d ago

Improving ML Attacks on LWE with Data Repetition and Stepwise Regression

Machine learning attacks on Learning with Errors problem using data repetition and stepwise regression.

Ax Dalal Alharthi, Ivan Roberto Kawaminami Garcia 27d ago

Automating Cloud Security and Forensics Through a Secure-by-Design Generative AI Framework

Secure-by-design GenAI framework integrating PromptShield for LLM-based cloud security and forensic analysis.

Ax Chi-Shian Dai, Jun Shao 27d ago

Fused Multinomial Logistic Regression Utilizing Summary-Level External Machine-learning Information

Fused multinomial logistic regression leveraging summary-level external machine-learning predictions for data integration.

Ax Fei Wang, Yutong Zhang, Xiong Wang 27d ago

Multimodal Structure Learning: Disentangling Shared and Specific Topology via Cross-Modal Graphical Lasso

Cross-Modal Graphical Lasso for learning interpretable multimodal representations by disentangling shared and specific topologies.

Ax Pride Kavumba, Koki Wataoka, Huy H. Nguyen, Jiaxuan Li, Masaya Ohagi 27d ago

Predict, Don't React: Value-Based Safety Forecasting for LLM Streaming

Value-based safety forecasting for streaming LLM outputs, improving response moderation on partial generations.

Ax Seok-Jin Kim 27d ago

Nearly Optimal Best Arm Identification for Semiparametric Bandits

Fixed-confidence best arm identification in semiparametric bandits with instance-optimal sample complexity bounds.

Ax Kay Gijzen (Leiden University), Gertjan J. Burghouts (TNO), Dani\"el M. Pelt (Leiden University) 27d ago

OASIC: Occlusion-Agnostic and Severity-Informed Classification

Computer vision method addressing object occlusion through pattern masking and severity-informed classification.

Ax Sailesh kiran kurra, Shiek Ruksana, Vishal Borusu 27d ago

Unmasking Hallucinations: A Causal Graph-Attention Perspective on Factual Reliability in Large Language Models

Causal graph-attention approach to detect and mitigate hallucinations in LLMs for improved factual reliability.

Ax Houzhe Wang, Xiaojie Zhu, Chi Chen 27d ago

Jellyfish: Zero-Shot Federated Unlearning Scheme with Knowledge Disentanglement

Jellyfish: Zero-shot federated unlearning scheme using knowledge disentanglement for privacy-preserving federated learning.

Ax Nalin Dhiman 27d ago

Topological Sensitivity in Connectome-Constrained Neural Networks

Study on connectome-constrained neural networks and biological graph topology effects on learning efficiency.

Ax Nahyuk Lee, Zhiang Chen, Marc Pollefeys, Sunghwan Hong 27d ago

TORA: Topological Representation Alignment for 3D Shape Assembly

TORA: Topology-first framework for 3D shape assembly using flow-matching and pretrained 3D encoders.

Ax Fatiha Hamdi, Abdelhafid Zeroual, Fouzi Harrou 27d ago

Extended Hybrid Timed Petri Nets with Semi-Supervised Anomaly Detection for Switched Systems, Modelling and Fault Detection

Fault detection framework for hybrid dynamical systems combining Petri nets with semi-supervised anomaly detection.

Ax Hang Xu, Ling Yue, Chaoqian Ouyang, Yuchen Liu, Libin Zheng, Shaowu Pan, Shimin Di, Min-Ling Zhang 27d ago

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification

FactReview: LLM-based peer review system that grounds claims in evidence from papers, related work, and code to improve ML paper reviewing.

Ax Shkelqim Sherifi 27d ago

Intelligent Traffic Monitoring with YOLOv11: A Case Study in Real-Time Vehicle Detection

Real-time traffic monitoring system using YOLOv11 object detection and multi-object tracking in PyTorch/OpenCV.

Ax Yuanhao Liu, Zihan Zhou, Kaiying Wu, Shuo Liu, Yiyang Huang, Jiajun Guo, Aimin Zhou, Hong Qian 27d ago

Embedding Enhancement via Fine-Tuned Language Models for Learner-Item Cognitive Modeling

Fine-tuned language models enhance embeddings for cognitive diagnosis in online education systems by incorporating semantic representations.

Ax Arunkumar Rathinam, Jules Lecomte, Jost Reelsen, Gregor Lenz, Axel von Arnim, Djamila Aouada 27d ago

Efficient Onboard Spacecraft Pose Estimation with Event Cameras and Neuromorphic Hardware

Event camera and neuromorphic hardware approach for efficient spacecraft pose estimation during autonomous rendezvous operations in space.

Ax Sheng-You Chien, Bo-Yi Mao, Yi-Ning Chang, Po-Chih Kuo 27d ago

Measuring Robustness of Speech Recognition from MEG Signals Under Distribution Shift

Comparison of CNN and CNN-Transformer models for robust speech recognition from MEG brain signals under distribution shift using LibriBrain benchmark.

Ax Linglingzhi Zhu, Wentao Ding, Shangyuan Liu, Anthony Man-Cho So 27d ago

Primal-Dual Methods for Nonsmooth Nonconvex Optimization with Orthogonality Constraints

Mathematical framework for primal-dual optimization methods handling nonsmooth nonconvex problems with orthogonality constraints on Stiefel manifolds.