Rethinking RL Evaluation: Can Benchmarks Truly Reveal Failures of RL Methods?
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Evaluation of Baseline Methods for IDD-based SSD External Memory Search
Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Pe…
Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectori…
S3TS: Stochastic Scenario-Structured Tree Search for Advanced Planning Under Uncertainty
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents
Spatial Representation Learning Beyond Pixels: Unifying Raster Data and Vector Semantics …
Bridging the Sim-to-Real Gap in Semiconductor Visual Program Synthesis via Input Binariza…
CAPF: Guiding Search-Agent Rollouts with Credit-Attenuated Privileged Feedback
Characterizing Web Search in The Age of Generative AI
AGENTCL: Toward Rigorous Evaluation of Continual Learning in Language Agents
CARES: Context-Aware Resolution Selector for VLMs
Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers
Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking N…
Latent Reasoning in TRMs is Secretly a Policy Improvement Operator
OctoT2I: A Self-Evolving Agentic Text-to-Image Router
Stochastic convergence of parallel asynchronous adaptive first-order methods
EvoBrain: Continual Learning of EEG Foundation Models Across Heterogeneous BCI Tasks
TriAlign: Towards Universal Truth Consistency in Personalized LLM Alignment
A Lightweight Deep Learning-based Model for Ranking Influential Nodes in Complex Networks
ShelfAware: Real-Time Semantic Localization in Quasi-Static Environments with Low-Cost Se…
VocSim: A Training-free Benchmark for Zero-shot Content Identity in Single-source Audio
Evidence-Gated LLM Priors for Multi-Objective Bayesian Optimization
MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Gen…
Calibrating Uncertainty for Zero-Shot Adversarial CLIP
Dynamic Entropy Tuning in Reinforcement Learning Low-Level Quadcopter Control: Stochastic…
Paradoxical noise preference in RNNs
Prototypicality Bias Reveals Blindspots in Multimodal Evaluation Metrics
Physics-Encoded Inverse Modeling for Arctic Snow Depth Prediction
Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL …