Yilin Xiao

7 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) ⭐ Rising Star (7) ⚡ Prolific Year · Productive

Venues

ACL (5) AAAI (2)

Top co-authors

Xiao Huang (6) Chuang Zhou (5) Junnan Dong (3) Qinggang Zhang (3) Zhaozhuo Xu (2) Xing Sun (2) Shengyuan Chen (2) Su Dong (2) Zheng Yuan (2) Di Yin (2)

Research topics

Artificial Intelligence (5) Core AI (5) Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1) Models (1) Optimization & Theory (1) Resources & Methods (1) Techniques (1)

Keywords

retrieval-augmented generation (4) large language model (3) knowledge graph (2) mathematical reasoning (1) graph structure (1) graph construction (1) graph embedding (1) multi-hop reasoning (1) data contamination (1) directed acyclic graph (1) text-attributed graph (1) hyperbolic space (1) neighbor modeling (1) parametric knowledge (1) test-time scaling (1) knowledge conflict (1) graph language (1) token reduction (1) triple extraction (1) graph pruning (1)

Papers

Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions AAAI 2026 Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG ACL 2026 LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation ACL 2026 Query-Aware Knowledge Retrieval via Hyperbolic Structuring ACL 2026 You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026 Each graph is a new language: Graph Learning with LLMs ACL 2025 FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation ACL 2025