Beyond Borrowed Histories: Person-Aligned User Simulation for Interactive Role-Playing Evaluation Paper • 2607.27816 • Published 3 days ago • 30
MPIE-Bench: Benchmarking Anatomically Plausible Multi-Person Interaction Editing Paper • 2607.27616 • Published 3 days ago • 37
BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms Paper • 2607.26497 • Published 3 days ago • 41
Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory Paper • 2607.24368 • Published 6 days ago • 30
Stream-T1: Test-Time Scaling for Streaming Video Generation Paper • 2605.04461 • Published May 6 • 109
Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation Paper • 2605.03849 • Published May 5 • 129
A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces Paper • 2602.03442 • Published Feb 3 • 22
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents Paper • 2509.23040 • Published Sep 27, 2025 • 12
Wiki Live Challenge: Challenging Deep Research Agents with Expert-Level Wikipedia Articles Paper • 2602.01590 • Published Feb 2 • 33
WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora Paper • 2602.02053 • Published Feb 2 • 41
DeepResearch Bench II: Diagnosing Deep Research Agents via Rubrics from Expert Report Paper • 2601.08536 • Published Jan 13 • 3
FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents Paper • 2602.01566 • Published Feb 2 • 52
MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning Paper • 2601.21468 • Published Jan 29 • 25
AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery Paper • 2511.11257 • Published Nov 14, 2025 • 25
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts Paper • 2510.19363 • Published Oct 22, 2025 • 63