3 papers
cs.CL2026
PACE: Publisher-Adaptive Content Extraction via Agentic Automation
Zhanlin Liu, Munirathnam Srikanth
Web content extraction is essential for reliable LLM data pipelines, yet existing methods often struggle to jointly satisfy accuracy, scalability, and adaptability. General-purpose…
cs.AI2026
OntoKG: Ontology-Oriented Knowledge Graph Construction with Intrinsic-Relational Routing
Yitao Li, Zhanlin Liu, Anuranjan Pandey +1
Organizing a large-scale knowledge graph into a typed property graph requires structural decisions -- which entities become nodes, which properties become edges, and what schema go…
cs.AI2026
EPOCH: An Agentic Protocol for Multi-Round System Optimization
Zhanlin Liu, Yitao Li, Munirathnam Srikanth
Autonomous agents are increasingly used to improve prompts, code, and machine learning systems through iterative execution and feedback. Yet existing approaches are usually designe…