Hanzhu Chen
7 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(4)
Core AI
(4)
Resources & Methods
(4)
Deep Learning
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Representation
(2)
Application Areas
(1)
Core Methods
(1)
Learning Types
(1)
Models
(1)
Keywords
knowledge graph
(4)
large language model
(3)
domain adaptation
(1)
preference alignment
(1)
question answering
(1)
text generation
(1)
explanation generation
(1)
graph construction
(1)
noise tolerance
(1)
domain knowledge
(1)
supervised fine-tuning
(1)
domain expert
(1)
neural operator
(1)
rejection sampling
(1)
subgraph representation
(1)
knowledge graph construction
(1)
fine tuning
(1)
krylov subspace method
(1)
retrieval-augmented language model
(1)
knowledge manipulation
(1)
Papers
Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples
ICML 2025
Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models
ICLR 2025
ROPO: Robust Preference Optimization for Large Language Models
ICML 2025
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
ICML 2024
Neural Krylov Iteration for Accelerating Linear System Solving
NeurIPS 2024
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph
ACL 2024
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction
NeurIPS 2023