Xinlin Zhuang
11 papers · 2024–2026 · 6 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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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (35) π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird π Trend Setter
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Research topics
Machine Learning
(8)
Natural Language Processing
(8)
Deep Learning
(7)
Artificial Intelligence
(6)
Application Areas
(6)
Learning Types Β· Deep Learning
(6)
Resources & Methods
(5)
Core AI
(4)
Applications
(3)
Models
(3)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Clinical
(1)
Keywords
large language model
(5)
data selection
(4)
preference learning
(2)
domain adaptation
(2)
supervised fine-tuning
(2)
text classification
(2)
language model
(2)
financial analysis
(1)
grammatical error correction
(1)
curriculum learning
(1)
knowledge distillation
(1)
preference optimization
(1)
direct preference optimization
(1)
error detection
(1)
natural language processing
(1)
image-text pair
(1)
gaussian mixture model
(1)
argument mining
(1)
influence function
(1)
sentiment analysis
(1)
Papers
CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection
CVPR 2026
FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning
AAAI 2026
Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data
CVPR 2026
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
ACL 2025
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models
COLING 2025
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
ICLR 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models
ACL 2025
Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM
ACL 2024
CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs
EMNLP 2024
TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education
ACL 2024
Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method
EMNLP 2024