Zhefan Wang

5 papers · 2024–2026 · 3 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 (16)

Venues

ACL (3) IJCAI (1) NeurIPS (1)

Top co-authors

Nanqing Dong (5) Jie Ying (3) Wanli Ouyang (3) Zhonghang Yuan (3) Huanjun Kong (3) Renqi Chen (2) Fan Yang (2) Zihong Chen (2) Haoyang Su (2) Xinzhe Zheng (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Core AI (4) Deep Learning (3) Natural Language Processing (3) Application Areas (3) Learning Types (3) Applications (2) Models (2) Resources & Methods (2) Architectures (1) Core Methods (1)

Keywords

large language model (3) domain adaptation (2) domain knowledge (2) benchmark evaluation (2) question answering (1) text generation (1) automated data synthesis (1) instruction tuning (1) knowledge graph (1) retrieval-augmented generation (1) domain-specific evaluation (1) crop science (1) reasoning verification (1) domain-specific model (1) multi-task evaluation (1) seed science (1) graph-based retrieval (1) agricultural ai (1) dual-level retrieval (1) random masking (1)

Papers

Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains ACL 2026 ROGRAG: A Robustly Optimized GraphRAG Framework ACL 2025 SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025 An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding IJCAI 2024 Empowering and Assessing the Utility of Large Language Models in Crop Science NeurIPS 2024