YiQiu Guo

3 papers · 2024–2025 · 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 · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (1)

Top co-authors

Yu Wang (3) Yanfeng Wang (3) Yuchen Yang (2) Pingjie Wang (2) Yusheng Liao (2) Ya Zhang (2) Zhe Chen (2) Shuyang Jiang (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Natural Language Processing (3) Core AI (3) Healthcare & Medicine (2) Machine Learning (2) Applications (2) Clinical (2) Learning Types · Deep Learning (2) Models (2) Application Areas (1) Generation (1) Learning Types · Machine Learning (1)

Keywords

large language model (2) factual accuracy (1) question answering (1) knowledge base (1) hallucination mitigation (1) decoding strategy (1) retrieval-augmented generation (1) hallucination detection (1) medical diagnosis (1) structured data (1) error correction (1) medical application (1) hierarchical attention (1) multi-source knowledge (1) source planning (1) medical ai (1) faithful generation (1) real-time verification (1) optimal transport (1) key-value structure (1)

Papers

DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024