Coding Agent Is Good As World Simulator
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Agricultural Landscape Understanding At Country-Scale
PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning
CodeCytos: AI-assisted spatial molecular imaging analysis via code-augmented agent action…
KnowledgeBerg: Evaluating Systematic Knowledge Coverage and Compositional Reasoning in La…
RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography
Interpretable Policy Distillation for Power Grid Topology Control
Improving Visual Representation Alignment Generation with GRPO
SPADER: Step-wise Peer Advantage with Diversity-Aware Exploration Rewards for Multi-Answe…
Rashomon Memory: Towards Argumentation-Driven Retrieval for Multi-Perspective Agent Memory
Model Parallelism With Subnetwork Data Parallelism
LinguIUTics at PsyDefDetect: Iterative Imbalance-Aware Fine-tuning of Qwen3-8B for Psycho…
Demystifying the Optimal Fair Classifier in Multi-Class Classification
The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Sh…
On Information Self-Locking in Reinforcement Learning for Active Reasoning of LLM agents
LLM-WikiRace Benchmark: How Far Can LLMs Plan over Real-World Knowledge Graphs?
Information-Theoretic Lower Bounds for Bit-Constrained Stochastic Optimization via a Redu…
SORA: Free Second-Order Attacks in Fast Adversarial Training
Behavior-Invariant Task Representation Learning with Transformer-based World Models for O…
Extending Causal Metamodeling to a non-Markovian Queue
MulFeRL: Enhancing Reinforcement Learning with Verbal Feedback in a Multi-turn Loop
Safety Alignment of LMs via Non-cooperative Games
MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents
A Unified Evaluation-Instructed Framework for Query-Dependent Prompt Optimization
ACON: Optimizing Context Compression for Long-horizon LLM Agents
Benchmarks for Vision-Language Models in Urban Perception Should Be Reliability-Aware and…
Dive into Waves: Morlet Spectral Transformer for Cross-Subject Emotion Decoding from EEG
Benchmarking Security Risk Detection and Verification in Open Agentic Skill Ecosystems
Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Ke…
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Miti…