Pengcheng Jiang
11 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (10) ⚡ Prolific Year · Productive
💎
Century Club · Bronze
🗃️
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Research topics
Natural Language Processing
(8)
Machine Learning
(7)
Applications · Natural Language Processing
(6)
Artificial Intelligence
(5)
Core AI
(4)
Core Methods
(4)
Resources & Methods
(4)
Deep Learning
(3)
Application Areas
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Learning Types
(3)
Architectures
(2)
Learning Paradigms
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Computer Science
(1)
Knowledge & Reasoning
(1)
Applications · Computer Science
(1)
Keywords
large language model
(3)
graph neural network
(2)
knowledge graph
(2)
contrastive learning
(1)
link prediction
(1)
transfer learning
(1)
zero-shot learning
(1)
knowledge distillation
(1)
in-context learning
(1)
relation extraction
(1)
language model reasoning
(1)
prompt engineering
(1)
information retrieval
(1)
multimodal learning
(1)
hierarchical clustering
(1)
text summarization
(1)
dense retrieval
(1)
evaluation framework
(1)
semantic indexing
(1)
curriculum learning
(1)
Papers
Zero-Shot Open-Schema Entity Structure Discovery
EACL 2026
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
AAAI 2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
ICLR 2025
s3: You Don’t Need That Much Data to Train a Search Agent via RL
EMNLP 2025
Topic Coverage-based Demonstration Retrieval for In-Context Learning
EMNLP 2025
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
NAACL 2024
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
ICLR 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
NeurIPS 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search
EMNLP 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
NAACL 2024
Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models
ACL 2023