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Hybrid Quantum Neural Network for Multivariate Clinical Time Series ForecastingUmeå University, Università Campus Bio-Medico di Roma, University of Genoa
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TALON: Test-time Adaptive Learning for On-the-Fly Category DiscoveryBeijing Jiaotong University, China Agricultural University, Concordia University, Fudan University, University of Toronto
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Tiny Autoregressive Recursive ModelsUniversity of Cambridge
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High-Fidelity Pruning for Large Language ModelsCentral South University
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From Reactive to Map-Based AI: Tuned Local LLMs for Semantic Zone Inference in Object-Goal NavigationUniversity of Fukui
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EAGLE-Pangu: Accelerator-Safe Tree Speculative Decoding on Ascend NPUsChongqing University
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DSH-Bench: A Difficulty- and Scenario-Aware Benchmark with Hierarchical Subject Taxonomy for Subject-Driven Text-to-Image Generation
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Toward Robust LLM-Based Judges: Taxonomic Bias Evaluation and Debiasing OptimizationHarbin Institute of Technology
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DC-W2S: Dual-Consensus Weak-to-Strong Training for Reliable Process Reward Modeling in Biological Reasoning
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TrianguLang: Geometry-Aware Semantic Consensus for Pose-Free 3D LocalizationCase Western Reserve University
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Adaptive MLP Pruning for Large Vision TransformersCentral South University
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Invisible Safety Threat: Malicious Finetuning for LLM via SteganographyNational University of Singapore
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Tau-BNO: Brain Neural Operator for Tau Transport ModelHangzhou Normal University, Northeastern University, University of California, Wake Forest University
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SAMoE-VLA: A Scene Adaptive Mixture-of-Experts Vision-Language-Action Model for Autonomous DrivingHuazhong University of Science and Technology, Southeast University, Tsinghua University, University of Science and Technology Beijing, University of Science and Technology of China
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UIS-Digger: Towards Comprehensive Research Agent Systems for Real-world Unindexed Information Seeking
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Model-based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive WeightingTencent / City University of Hong Kong, Hong Kong University of Science and Technology, University of Chicago
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SaiVLA-0: Cerebrum--Pons--Cerebellum Tripartite Architecture for Compute-Aware Vision-Language-Action
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Ramsa: A Large Sociolinguistically Rich Emirati Arabic Speech Corpus for ASR and TTSUniversity of Sharjah
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Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows
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EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery
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TRIAGE: Type-Routed Interventions via Aleatoric-Epistemic Gated Estimation in Robotic Manipulation and Adaptive Perception -- Don't Treat All Uncertainty the Same
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Explainable Condition Monitoring via Probabilistic Anomaly Detection Applied to Helicopter TransmissionsEindhoven University of Technology, Leonardo Labs, Politecnico di Milano
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UniGround: Universal 3D Visual Grounding via Training-Free Scene ParsingHong Kong University of Science and Technology, Shanghai Normal University
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Fast Low-light Enhancement and Deblurring for 3D Dark ScenesHong Kong University of Science and Technology, The Hong Kong Polytechnic University, University of Surrey
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VesselFusion: Diffusion Models for Vessel Centerline Extraction from 3D CT ImagesKyushu University
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Mitigating Homophily Disparity in Graph Anomaly Detection: A Scalable and Adaptive ApproachNanjing University, Peking University
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DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding
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Training event-based neural networks with exact gradients via Differentiable ODE Solving in JAXBielefeld University, University of London
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MV-Fashion: Towards Enabling Virtual Try-On and Size Estimation with Multi-View Paired DataComputer Vision Center, Universitat Autònoma de Barcelona, Universitat de Barcelona
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Gradually Excavating External Knowledge for Implicit Complex Question Answering
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Edged USLAM: Edge-Aware Event-Based SLAM with Learning-Based Depth PriorsPaderborn University, University of Copenhagen
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Gender Bias in MT for a Genderless Language: New Benchmarks for BasqueUniversity of the Basque Country
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C$^2$FG: Control Classifier-Free Guidance via Score Discrepancy AnalysisShanghai Jiao Tong University, vivo BlueImage Lab
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Are We Winning the Wrong Game? Revisiting Evaluation Practices for Long-Term Time Series ForecastingRajamangala University of Technology Tawan-ok Thailand, Shizuoka University
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Outlier-robust Autocovariance Least Square Estimation via Iteratively Reweighted Least SquareThe Institute of Electrical and Electronics Engineers
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Learning Hierarchical Knowledge in Text-Rich Networks with Taxonomy-Informed Representation Learning
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Covenant-72B: Pre-Training a 72B LLM with Trustless Peers Over-the-Internet
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An explainable hybrid deep learning-enabled intelligent fault detection and diagnosis approach for automotive software systems validationTechnische Universität Clausthal
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RexDrug: Reliable Multi-Drug Combination Extraction through Reasoning-Enhanced LLMsDalian University of Technology
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Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data
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Evolution Strategy-Based Calibration for Low-Bit Quantization of Speech Models
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MERLIN: Building Low-SNR Robust Multimodal LLMs for Electromagnetic SignalsArtificial Intelligence Institute of China Electronics Technology Group Corporation, Beihang University, Beijing Information Science and Technology University, Beijing University of Posts and Telecommunications, Hong Kong University of Science and Technology, Institute of Microelectronics of the Chinese Academy of Sciences, National University of Defense Technology, Tianjin University, Tsinghua University
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Is continuous CoT better suited for multi-lingual reasoning?Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme, Lamarr Institute, University of Bonn
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Privacy-Preserving End-to-End Full-Duplex Speech Dialogue ModelsHuawei / Agency for Science, Technology and Research, Singapore, Nanyang Technological University, The Chinese University of Hong Kong, The Hong Kong Polytechnic University
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ALOOD: Exploiting Language Representations for LiDAR-based Out-of-Distribution Object Detection
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AutoAdapt: An Automated Domain Adaptation Framework for LLMs
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TildeOpen LLM: Leveraging Curriculum Learning to Achieve Equitable Language Representation
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SERQ: Saliency-Aware Low-Rank Error Reconstruction for LLM QuantizationKyung Hee University, Yonsei University
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Sequential Service Region Design with Capacity-Constrained Investment and Spillover EffectTongji University, University Paris-Saclay
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Supporting Workflow Reproducibility by Linking Bioinformatics Tools across Papers and Executable CodeHumboldt-Universität zu Berlin, Laboratoire Interdisciplinaire des Sciences du Num´erique, University Paris-Saclay
