Hongyi Yuan
12 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π€ Dynamic Duo (11)
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(65)
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Resources & Methods
(5)
Healthcare & Medicine
(3)
Application Areas
(3)
Clinical
(3)
Learning Types Β· Machine Learning
(3)
Models
(3)
Applications
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Keywords
large language model
(3)
knowledge base
(2)
reward model
(2)
biomedical entity linking
(2)
transfer learning
(2)
named entity recognition
(2)
supervised fine-tuning
(2)
entity linking
(2)
text generation
(2)
domain adaptation
(1)
multi-task learning
(1)
natural language generation
(1)
language modeling
(1)
entity disambiguation
(1)
named entity disambiguation
(1)
policy optimization
(1)
model alignment
(1)
reinforcement learning from human feedback
(1)
data augmentation
(1)
language model alignment
(1)
Papers
VQ-VA World: Towards High-Quality Visual Question-Visual Answering
CVPR 2026
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
ACL 2024
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
ICLR 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
ACL 2024
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
NAACL 2024
Speculative Contrastive Decoding
ACL 2024
Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation
NAACL 2024
Exploring Partial Knowledge Base Inference in Biomedical Entity Linking
ACL 2023
HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation
ACL 2023
RRHF: Rank Responses to Align Language Models with Human Feedback
NeurIPS 2023
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model
ACL 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning
NAACL 2022