Breaking the Simplification Bottleneck in Amortized Neural Symbolic Regression
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Effective Reasoning Chains Reduce Intrinsic Dimensionality
A Behavioural and Representational Evaluation of Goal-Directedness in Language Model Agen…
HiPER: Hierarchical Reinforcement Learning with Explicit Credit Assignment for Large Lang…
DTBench: A Synthetic Benchmark for Document-to-Table Extraction
Position: Evaluation of ECG Representations Must Be Fixed
The Global Landscape of Environmental AI Regulation: From the Cost of Reasoning to a Righ…
From Leaky Thoughts to Private Reasoning: Controlling What LRMs Say to Themselves
NGDBench: Towards Neural Graph Data Management
Prompt Injection as Role Confusion
Variational Routing: A Scalable Bayesian Framework for Calibrated Mixture-of-Experts Tran…
SimulCost: A Cost-Aware Benchmark and Toolkit for Automating Physics Simulations with LLMs
Empirical Characterization of Inference-Time Elicited Probability Transformations in Larg…
REAL: Regression-Aware Reinforcement Learning for LLM-as-a-Judge
Functorial Neural Architectures from Higher Inductive Types
World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry
Circuit-Inspired High-Order Neural Networks with Unified Neural Dynamics Modeling for PDE…
SVL: Goal-Conditioned Reinforcement Learning as Survival Learning
Symmetry Reveals Layerwise Dynamics: How Transformers Perform In-Context Classification
Robust Lightweight Crack Classification for Real-Time UAV Bridge Inspection
Self-Captioning Multimodal Interaction Tuning: Amplifying Exploitable Redundancies for Ro…
Why DDIM Hallucinates More Than DDPM: A Theoretical Analysis of Reverse Dynamics
OBLIQ-Bench: Exposing Overlooked Bottlenecks in Modern Retrievers with Latent and Implici…
Towards a holistic understanding of Selection Bias for Causal Effect Identification
Block-Based Double Decoders
Interaction-Breaking Adversarial Learning Framework for Robust Multi-Agent Reinforcement …
FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Sea…
Agent JIT Compilation for Latency-Optimizing Web Agent Planning and Scheduling
Efficient Learning of Deep State Space Models via Importance Smoothing
SWIM: Single-Instance Whole-Body Imitation for swiMming