Yicheng Chen
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird β The Questioner
π
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Mathematics & Optimization
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Mathematics
(1)
Models
(1)
Resources & Methods
(1)
Keywords
language model
(2)
knowledge distillation
(1)
data augmentation
(1)
natural language generation
(1)
multimodal learning
(1)
llm evaluation
(1)
parameter-efficient learning
(1)
synthetic data generation
(1)
instruction tuning
(1)
parameter efficient
(1)
semantic space
(1)
diffusion model
(1)
information gain
(1)
synthetic data
(1)
data selection
(1)
diversity sampling
(1)
downstream task
(1)
behavioral testing
(1)
adapter module
(1)
dialog system
(1)
Papers
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language
CVPR 2025
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space
ACL 2025
Are LLM-based Evaluators Confusing NLG Quality Criteria?
ACL 2024
On-the-Fly Guidance Training for Medical Image Registration
MICCAI 2024
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning
NAACL 2024
AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation
EMNLP 2023