Huiming Wang
5 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(3)
contrastive learning
(2)
self-supervised learning
(1)
data augmentation
(1)
named entity recognition
(1)
text generation
(1)
information retrieval
(1)
document retrieval
(1)
dynamic programming
(1)
language model
(1)
inference optimization
(1)
layer skipping
(1)
retrieval-augmented generation
(1)
inference acceleration
(1)
speculative decoding
(1)
data synthesis
(1)
model acceleration
(1)
long context
(1)
sentence embedding
(1)
long-context modeling
(1)
Papers
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
NAACL 2025
CLaSp: In-Context Layer Skip for Self-Speculative Decoding
ACL 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training
ACL 2025
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning
NAACL 2024
Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition
ACL 2024