Yicheng Chen
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π
Conference Pioneer
β
The Questioner
Conferences
ACL (2)
CVPR (1)
EMNLP (1)
MICCAI (1)
NAACL (1)
Top co-authors
Keywords
language model
(2)
knowledge distillation
(1)
data augmentation
(1)
natural language generation
(1)
multi-modal 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 datum
(1)
data selection
(1)
diversity sampling
(1)
downstream task
(1)
behavioral testing
(1)
adapter module
(1)
dialog system
(1)
Papers
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space
ACL 2025
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language
CVPR 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