| Lost in Translation? Converting RegExes for Log Parsing into Dynatrace Pattern Language | Jun 24, 2025 | Log Parsing | —Unverified | 0 |
| Uncovering Conceptual Blindspots in Generative Image Models Using Sparse Autoencoders | Jun 24, 2025 | Memorization | —Unverified | 0 |
| MATE: LLM-Powered Multi-Agent Translation Environment for Accessibility Applications | Jun 24, 2025 | | CodeCode Available | 1 |
| PEVLM: Parallel Encoding for Vision-Language Models | Jun 24, 2025 | Autonomous DrivingVideo Understanding | —Unverified | 0 |
| Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation | Jun 24, 2025 | Text Generation | CodeCode Available | 0 |
| KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality | Jun 24, 2025 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Video Compression for Spatiotemporal Earth System Data | Jun 24, 2025 | Earth ObservationVideo Compression | CodeCode Available | 2 |
| Towards an Introspective Dynamic Model of Globally Distributed Computing Infrastructures | Jun 24, 2025 | Distributed ComputingManagement | —Unverified | 0 |
| EvDetMAV: Generalized MAV Detection from Moving Event Cameras | Jun 24, 2025 | | CodeCode Available | 1 |
| Diffusion-based Task-oriented Semantic Communications with Model Inversion Attack | Jun 24, 2025 | Semantic CommunicationSSIM | —Unverified | 0 |
| Can One Safety Loop Guard Them All? Agentic Guard Rails for Federated Computing | Jun 24, 2025 | AllPrivacy Preserving | —Unverified | 0 |
| MILAAP: Mobile Link Allocation via Attention-based Prediction | Jun 24, 2025 | PredictionScheduling | —Unverified | 0 |
| MAIZX: A Carbon-Aware Framework for Optimizing Cloud Computing Emissions | Jun 24, 2025 | Cloud ComputingEdge-computing | —Unverified | 0 |
| A Principled Path to Fitted Distributional Evaluation | Jun 24, 2025 | Atari GamesOff-policy evaluation | —Unverified | 0 |
| Controlled Retrieval-augmented Context Evaluation for Long-form RAG | Jun 24, 2025 | DiagnosticForm | —Unverified | 0 |
| Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty | Jun 24, 2025 | Image Attribution | —Unverified | 0 |
| Higher-Order Neuromorphic Ising Machines -- Autoencoders and Fowler-Nordheim Annealers are all you need for Scalability | Jun 24, 2025 | AllCombinatorial Optimization | —Unverified | 0 |
| HARPT: A Corpus for Analyzing Consumers' Trust and Privacy Concerns in Mobile Health Apps | Jun 24, 2025 | Data Augmentation | —Unverified | 0 |
| SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation | Jun 24, 2025 | Image GenerationPrivacy Preserving | —Unverified | 0 |
| Machine Learning with Privacy for Protected Attributes | Jun 24, 2025 | Attribute | —Unverified | 0 |
| Private Model Personalization Revisited | Jun 24, 2025 | Binary ClassificationFederated Learning | —Unverified | 0 |
| SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images | Jun 24, 2025 | | CodeCode Available | 1 |
| Consensus-Driven Uncertainty for Robotic Grasping based on RGB Perception | Jun 24, 2025 | ObjectPose Estimation | CodeCode Available | 0 |
| Self-Supervised Multimodal NeRF for Autonomous Driving | Jun 24, 2025 | Autonomous DrivingNeRF | CodeCode Available | 1 |
| PocketVina Enables Scalable and Highly Accurate Physically Valid Docking through Multi-Pocket Conditioning | Jun 24, 2025 | BenchmarkingDrug Discovery | CodeCode Available | 2 |
| CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems | Jun 24, 2025 | Recommendation Systems | CodeCode Available | 0 |
| EBC-ZIP: Improving Blockwise Crowd Counting with Zero-Inflated Poisson Regression | Jun 24, 2025 | Crowd CountingDensity Estimation | CodeCode Available | 1 |
| One Prototype Is Enough: Single-Prototype Activation for Interpretable Image Classification | Jun 24, 2025 | Classificationimage-classification | CodeCode Available | 0 |
| Identifying Physically Realizable Triggers for Backdoored Face Recognition Networks | Jun 24, 2025 | Face Recognition | —Unverified | 0 |
| WebGuard++:Interpretable Malicious URL Detection via Bidirectional Fusion of HTML Subgraphs and Multi-Scale Convolutional BERT | Jun 24, 2025 | Contrastive LearningSpecificity | —Unverified | 0 |
| Network Structures as an Attack Surface: Topology-Based Privacy Leakage in Federated Learning | Jun 24, 2025 | Federated Learning | —Unverified | 0 |
| KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs | Jun 24, 2025 | Intrusion DetectionKnowledge Graphs | —Unverified | 0 |
| PrivacyXray: Detecting Privacy Breaches in LLMs through Semantic Consistency and Probability Certainty | Jun 24, 2025 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy | Jun 24, 2025 | Knowledge DistillationLearning with noisy labels | —Unverified | 0 |
| From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking | Jun 24, 2025 | Code Generationscientific discovery | CodeCode Available | 0 |
| Assessing Risk of Stealing Proprietary Models for Medical Imaging Tasks | Jun 24, 2025 | Diagnostic | CodeCode Available | 0 |
| Machine-Learning-Assisted Photonic Device Development: A Multiscale Approach from Theory to Characterization | Jun 24, 2025 | Active LearningBayesian Optimization | —Unverified | 0 |
| Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning | Jun 24, 2025 | Graph Learning | CodeCode Available | 1 |
| ToSA: Token Merging with Spatial Awareness | Jun 24, 2025 | Embodied Question AnsweringQuestion Answering | CodeCode Available | 0 |
| An ab initio foundation model of wavefunctions that accurately describes chemical bond breaking | Jun 24, 2025 | | CodeCode Available | 2 |
| Quantum Neural Networks for Propensity Score Estimation and Survival Analysis in Observational Biomedical Studies | Jun 24, 2025 | Causal InferenceSelection bias | —Unverified | 0 |
| Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting | Jun 24, 2025 | DenoisingWeather Forecasting | CodeCode Available | 1 |
| Context Attribution with Multi-Armed Bandit Optimization | Jun 24, 2025 | Thompson Sampling | —Unverified | 0 |
| DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction | Jun 24, 2025 | Prediction | —Unverified | 0 |
| Persona-Assigned Large Language Models Exhibit Human-Like Motivated Reasoning | Jun 24, 2025 | Misinformation | CodeCode Available | 0 |
| Achieving Trustworthy Real-Time Decision Support Systems with Low-Latency Interpretable AI Models | Jun 24, 2025 | Decision Making | —Unverified | 0 |
| The Most Important Features in Generalized Additive Models Might Be Groups of Features | Jun 24, 2025 | Additive modelsInterpretable Machine Learning | —Unverified | 0 |
| Robotics Under Construction: Challenges on Job Sites | Jun 24, 2025 | Autonomous Navigation | —Unverified | 0 |
| Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track | Jun 24, 2025 | Position | —Unverified | 0 |
| MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection | Jun 24, 2025 | CPULarge Language Model | —Unverified | 0 |