Ziyu Shang
20 papers · 2023–2026 · 4 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
Jump to papers ↓+3 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (57) π Conference Polyglot Β· Bronze π€ Dynamic Duo (18) ποΈ Keyword Collector (98)
β‘
Prolific Year Β· Prolific
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(15)
Natural Language Processing
(14)
Artificial Intelligence
(11)
Learning Types Β· Machine Learning
(10)
Deep Learning
(9)
Core AI
(9)
Applications
(8)
Knowledge & Reasoning
(6)
Learning Types Β· Deep Learning
(6)
Resources & Methods
(6)
Application Areas
(5)
Representation
(5)
Understanding
(5)
Architectures
(3)
Core Methods
(3)
Keywords
large language model
(9)
few-shot learning
(4)
in-context learning
(4)
catastrophic forgetting
(3)
knowledge graph embedding
(3)
relation extraction
(3)
knowledge graph
(3)
continual learning
(3)
link prediction
(2)
zero-shot learning
(2)
mixture of expert
(2)
model compression
(2)
graph neural network
(2)
expert routing
(2)
contrastive learning
(2)
named entity recognition
(2)
knowledge distillation
(2)
topic modeling
(2)
language model
(2)
prototype learning
(1)
Papers
Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts
AAAI 2026
Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models
AAAI 2026
On the Role of Discriminative Models in Generative Relation Extraction
ACL 2026
Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation
AAAI 2026
Acquisition and Application of Novel Knowledge in Large Language Models
ACL 2025
LLM-Guided Semantic-Aware Clustering for Topic Modeling
ACL 2025
On the Consistency of Commonsense in Large Language Models
ACL 2025
Boosting Textural NER with Synthetic Image and Instructive Alignment
ACL 2024
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval
AAAI 2024
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
IJCAI 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models
IJCAI 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA
IJCAI 2024
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning
IJCAI 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
IJCAI 2024
OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning
AAAI 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
IJCAI 2024
Towards Continual Knowledge Graph Embedding via Incremental Distillation
AAAI 2024
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype
AAAI 2024
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction
COLING 2024
IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings
AAAI 2023