FedFiOT: Fisher-Weighted Optimal Transport for Model Merging in One-Shot and Few-Round Federated Learning
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New papers, breakthroughs and academic AI research
Context--Answer Metamodels: Forecasting LLM Activations Before the First Answer Token
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UpSafe$^\circ$C: Upcycling for Controllable Safety in Large Language Models
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AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting
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LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments
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Trainspotting: Learning Object-Centric 3D Reconstruction from Found Photos
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Enabling AWS Cloud FPGA Development Using High-Level Vitis HLS
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Stabilizing Off-policy LLM Optimization with Prefix Importance Ratio
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Geometry-Adaptive Explainer for Faithful Dictionary-Based Interpretability under Distribution Shift
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OTAP: Structure-Aware Optimal Transport for Evaluating Planning and Execution in Agent Trajectories
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Reinforcement Learning in GUI Agents: A Survey Toward Digital Inhabitants
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Where to Connect? Boosting MLLMs via Dynamic Gated Pathways across ALL ViT and LLM Layers
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