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authored 11 papers 4 days ago

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

Paper • 2602.14367 • Published 6 days ago • 16

Aligning Agentic World Models via Knowledgeable Experience Learning

Paper • 2601.13247 • Published Jan 19 • 15

InnoGym: Benchmarking the Innovation Potential of AI Agents

Paper • 2512.01822 • Published Dec 1, 2025 • 36

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 114

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30, 2025 • 36

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29, 2025 • 30

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use

Paper • 2508.04482 • Published Aug 6, 2025 • 9

Memp: Exploring Agent Procedural Memory

Paper • 2508.06433 • Published Aug 8, 2025 • 36

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

Paper • 2506.19807 • Published Jun 24, 2025 • 7

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study

Paper • 2506.19794 • Published Jun 24, 2025 • 8

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

Paper • 2506.10974 • Published Jun 12, 2025 • 19

submitted a paper to Daily Papers 5 days ago

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

Paper • 2602.14367 • Published 6 days ago • 16

authored a paper 5 months ago

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29, 2025 • 20

authored a paper 12 months ago

LightThinker: Thinking Step-by-Step Compression

Paper • 2502.15589 • Published Feb 21, 2025 • 31

authored 6 papers over 1 year ago

Benchmarking Agentic Workflow Generation

Paper • 2410.07869 • Published Oct 10, 2024 • 29

Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Paper • 2407.15017 • Published Jul 22, 2024 • 34

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population

Paper • 2201.03335 • Published Jan 10, 2022 • 1

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Paper • 2305.13168 • Published May 22, 2023

Making Language Models Better Tool Learners with Execution Feedback

Paper • 2305.13068 • Published May 22, 2023

Reasoning with Language Model Prompting: A Survey

Paper • 2212.09597 • Published Dec 19, 2022 • 2