EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction Paper • 2609.02783 • Published 21 days ago • 62
Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets Paper • 2604.22294 • Published Apr 24 • 17
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 158
RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time Paper • 2604.11626 • Published Apr 13 • 28
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published Apr 3 • 143
HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation Paper • 2602.18283 • Published Feb 20 • 35
Code2World: A GUI World Model via Renderable Code Generation Paper • 2602.09856 • Published Feb 10 • 187
InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery Paper • 2602.08990 • Published Feb 9 • 71
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining Paper • 2602.07085 • Published Feb 6 • 101
Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives Paper • 2601.20833 • Published Jan 28 • 135
TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers Paper • 2601.14133 • Published Jan 20 • 46
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 196
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs Paper • 2509.22220 • Published Sep 26, 2025 • 35
SWE-QA: Can Language Models Answer Repository-level Code Questions? Paper • 2509.14635 • Published Sep 18, 2025 • 13
RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation Paper • 2509.16198 • Published Sep 19, 2025 • 93
MachineLearningLM: Continued Pretraining Language Models on Millions of Synthetic Tabular Prediction Tasks Scales In-Context ML Paper • 2509.06806 • Published Sep 8, 2025 • 39
Table-R1: Inference-Time Scaling for Table Reasoning Paper • 2505.23621 • Published May 29, 2025 • 57