A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
arXiv:2506.11012v1 Announce Type: new Abstract: Knowledge graphs (KGs) have emerged as a powerful paradigm for structuring and leveraging diverse real-world…
Policy-Based Trajectory Clustering in Offline Reinforcement Learning
arXiv:2506.09202v2 Announce Type: replace-cross Abstract: We introduce a novel task of clustering trajectories from offline reinforcement learning (RL) datasets, where…
What Users Value and Critique: Large-Scale Analysis of User Feedback on AI-Powered Mobile Apps
arXiv:2506.10785v1 Announce Type: cross Abstract: Artificial Intelligence (AI)-powered features have rapidly proliferated across mobile apps in various domains, including productivity,…
VideoDeepResearch: Long Video Understanding With Agentic Tool Using
arXiv:2506.10821v1 Announce Type: cross Abstract: Long video understanding (LVU) presents a significant challenge for current multi-modal large language models (MLLMs)…
CoRT: Code-integrated Reasoning within Thinking
arXiv:2506.09820v2 Announce Type: replace-cross Abstract: Large Reasoning Models (LRMs) like o1 and DeepSeek-R1 have shown remarkable progress in natural language…
A Conjecture on a Fundamental Trade-Off between Certainty and Scope in Symbolic and Generative AI
arXiv:2506.10130v1 Announce Type: new Abstract: This article introduces a conjecture that formalises a fundamental trade-off between provable correctness and broad…
MoE-MLoRA for Multi-Domain CTR Prediction: Efficient Adaptation with Expert Specialization
arXiv:2506.07563v2 Announce Type: replace-cross Abstract: Personalized recommendation systems must adapt to user interactions across different domains. Traditional approaches like MLoRA…