Chenghao Fan
6 papers · 2024–2025 · 5 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 · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(26)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Learning Types · Deep Learning
(4)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Learning Paradigms
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
transfer learning
(2)
model merging
(2)
large language model
(2)
knowledge distillation
(2)
task-specific model
(2)
relation extraction
(1)
information extraction
(1)
named entity recognition
(1)
document ranking
(1)
multi-view learning
(1)
singular value decomposition
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
modular knowledge
(1)
multi-task model
(1)
task-specific knowledge
(1)
dynamic integration
(1)
pre-trained language model
(1)
weak-to-strong generalization
(1)
Papers
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment
ICML 2025
Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models
ACL 2025
Enhancing Low-Resource Relation Representations through Multi-View Decoupling
AAAI 2024
Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion
COLING 2024
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion
NeurIPS 2024
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
NeurIPS 2024