Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift
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StatABench: Dataset and Framework for Evaluating Statistical Analysis Capabilities of LLMs
Provable Benefits of RLVR over SFT for Reasoning Models: Learning to Backtrack Efficiently
Dynamic multi-agent deep reinforcement learning-based pricing and incentivization approac…
RS-Gen: A Multi-Stage Agentic Framework for Reasoning and Search-Augmented Image Generati…
Where Is My Physics Wrong? Localized and Identifiable Discovery of Model Discrepancy
BEV-Denoise: Learning Intrinsic Noise for Accurate Bird's-Eye-View Semantic Segmentation
Hierarchical Reinforcement Learning for Sparse-Reward Search in Commutative Algebra
Intend, Reflect, Refine: An Adaptive Multimodal Reflection Framework for Autonomous Drivi…
Cross-lingual Retrieval-Augmented Classification for Dysarthria Severity Assessment
Graph-Enhanced Large Language Models for Spatial Search
Explainable AI in Speaker Recognition -- Attention Map Visualisation and Evaluation
Explanation-Guided Medical Named Entity Recognition with Stability and Boundary Awareness…
SpotAttention: Plug-In Block-Sparse Routing for Pretrained Long-Context Transformers
Discovering Crystal Structure Prediction Algorithms with an AI Co-Scientist
CLIP-guided Diffusion Model for Backdoor Generation in Sensor-based Human Activity Recogn…
OrthoMotion:Disentangling Camera and Subject Motion via Geometry Semantics Orthogonal Att…
Generative Robust Optimisation
All Green, Still Broken: Real-Flow Verification Lessons from an LLM-Integrated, Multi-Mar…
MMGist: A Comprehensive Multimodal Benchmark for 2027
Words as Difference Makers: How Large Language Models Determine Causal Structure in Text
Large Language Model-Assisted Cleaning of Report-Derived Labels in a Large-Scale Chest CT…
DBT-Bleed: Dual-Branch Temporal Modeling with Key-Frame Selection for Surgical Bleeding D…
Bagpiper-TTS: Natural Language Guided Universal Speech Synthesis
Explainable AI for Mental Health Prediction in Drug-Affected Populations with Dragonfly A…
Noise is Signal: Density-Based Outliers as Leading Indicators of Occupational Emergence i…
Old Fictions, New Skins: Evaluating the Manipulative Capabilities of LLMs in Healthcare
Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning
Skills for the future software profession: beyond agentic AI!
Improving Engine Sound Analysis in Hot-Test Environments via a RAB-U-Net (Residual Attent…