What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning Paper • 2604.06995 • Published May 30 • 1
Scaling LLM Knowledge Boundaries via Distribution-Optimized Synthesis Paper • 2606.23271 • Published Jun 22 • 1
OntoTune: Ontology-Driven Self-training for Aligning Large Language Models Paper • 2502.05478 • Published Feb 8, 2025
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs Paper • 2507.17178 • Published Jul 23, 2025
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Paper • 2411.07019 • Published Mar 6
Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion Paper • 2509.23714 • Published Apr 17
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning Paper • 2601.18296 • Published Jan 26
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models Paper • 2509.03995 • Published Sep 4, 2025
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training Paper • 2502.11196 • Published Feb 16, 2025 • 22
ReLearn: Unlearning via Learning for Large Language Models Paper • 2502.11190 • Published Feb 16, 2025 • 30