CausaLab: A Scalable Environment for Interactive Causal Discovery Toward AI Scientists
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Explaining Too Much? Understanding How Large Language Model Reasoning Traces Influence Pe…
From Latent Space to Training Data: Explainable Specialization in Minimal MLPs
Toward Reliable Design of LLM-Enabled Agentic Workflows: Optimizing Latency-Reliability-C…
Cross-Domain Energy-Guided Diffusion Generation for Off-Dynamics Reinforcement Learning
Behind EvoMap: Characterizing a Self-Evolving Agent-to-Agent Collaboration Network
How Few-Shot Examples Add Up: A Causal Decomposition of Function Vectors in In-Context Le…
Step-TP: A Grounded, Step-Level Dataset with Chain-of-Thought Reasoning for LLM-Guided Te…
$D^2$-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing
A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot…
Retrieval-Augmented Detection of Potentially Abusive Clauses in Chilean Terms of Service
AdvantageFlow: Advantage-Weighted Least Squares for RL in Flow Models
Confidence and Calibration of Activation Oracles for Reliable Interpretation of Language …
DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models
Robust Fuzzy Multi-view Learning under View Conflict
OrpQuant: Geometric Orthogonal Residual Projection for Multiplier-Free Power-of-Two Trans…
Rethinking Weak Supervision in Anomaly Detection: A Comprehensive Benchmark
ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop
Beyond Summaries: Structure-Aware Labeling of Code Changes with Large Language Models
Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation
Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the W…
Hide-and-Shill: A Reinforcement Learning Framework for Market Manipulation Detection in S…
FloorplanQA: A Benchmark for Spatial Reasoning in LLMs using Structured Representations
Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering
FineBench: Benchmarking and Enhancing Vision-Language Models for Fine-grained Human Activ…
Voting with the Graph: Stable RLAIF via Topological Consistency Maximization
False Fixed Points: Kantian Feedback, Stable Miscalibration, and Representational Compres…
Agent Learning via Early Experience
Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition