Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization Paper • 2602.22675 • Published 15 days ago • 22
VideoWorld 2: Learning Transferable Knowledge from Real-world Videos Paper • 2602.10102 • Published about 1 month ago • 14
Context Forcing: Consistent Autoregressive Video Generation with Long Context Paper • 2602.06028 • Published Feb 5 • 36
Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities Paper • 2601.21937 • Published Jan 29 • 19
Context Forcing: Consistent Autoregressive Video Generation with Long Context Paper • 2602.06028 • Published Feb 5 • 36
Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities Paper • 2601.21937 • Published Jan 29 • 19
Vibe AIGC: A New Paradigm for Content Generation via Agentic Orchestration Paper • 2602.04575 • Published Feb 4 • 17
CoDiQ: Test-Time Scaling for Controllable Difficult Question Generation Paper • 2602.01660 • Published Feb 2 • 7
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation Paper • 2601.21420 • Published Jan 29 • 42
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation Paper • 2601.21420 • Published Jan 29 • 42
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published Dec 14, 2025 • 48
AutoMV: An Automatic Multi-Agent System for Music Video Generation Paper • 2512.12196 • Published Dec 13, 2025 • 6
Encyclo-K: Evaluating LLMs with Dynamically Composed Knowledge Statements Paper • 2512.24867 • Published Dec 31, 2025 • 1
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 65
AInsteinBench: Benchmarking Coding Agents on Scientific Repositories Paper • 2512.21373 • Published Dec 24, 2025
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published Jan 9 • 56
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published Jan 9 • 56