InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU
Paper
• 2502.08910 • Published
• 148
LLMs&Agents
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From Hours to Minutes: Lossless Acceleration of Ultra Long Sequence Generation up to 100K Tokens
Paper • 2502.18890 • Published • 30 -
MPO: Boosting LLM Agents with Meta Plan Optimization
Paper • 2503.02682 • Published • 29 -
SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents
Paper • 2505.20411 • Published • 93 -
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research
Paper • 2505.19253 • Published • 34 -
Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs
Paper • 2505.19075 • Published • 21 -
Text2Grad: Reinforcement Learning from Natural Language Feedback
Paper • 2505.22338 • Published • 8 -
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
Paper • 2505.19897 • Published • 104 -
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers
Paper • 2505.21497 • Published • 109 -
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
Paper • 2505.20322 • Published • 14 -
VideoGameBench: Can Vision-Language Models complete popular video games?
Paper • 2505.18134 • Published • 6 -
Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
Paper • 2505.20286 • Published • 8 -
ARM: Adaptive Reasoning Model
Paper • 2505.20258 • Published • 45 -
Flex-Judge: Think Once, Judge Anywhere
Paper • 2505.18601 • Published • 27 -
Lifelong Safety Alignment for Language Models
Paper • 2505.20259 • Published • 24 -
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI
Paper • 2505.19443 • Published • 15 -
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction
Paper • 2505.10887 • Published • 10