Jie Ying
4 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ACL (3)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(2)
benchmark evaluation
(1)
domain adaptation
(1)
automated data synthesis
(1)
domain knowledge
(1)
knowledge graph
(1)
retrieval-augmented generation
(1)
domain-specific evaluation
(1)
reasoning verification
(1)
domain-specific model
(1)
multi-task evaluation
(1)
seed science
(1)
graph-based retrieval
(1)
multi-agent system
(1)
quantitative trading
(1)
financial market
(1)
agricultural ai
(1)
dual-level retrieval
(1)
reinforcement learning with verifiable reward
(1)
knowledge-intensive domain
(1)
Papers
Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains
ACL 2026
SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science
ACL 2025
ROGRAG: A Robustly Optimized GraphRAG Framework
ACL 2025
TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning
NIPS 2023