Wing-Lam Mok
5 papers · 2022–2025 · 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)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types
(3)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Resources & Methods
(1)
Keywords
parameter-efficient fine-tuning
(3)
out-of-distribution generalization
(2)
binary classification
(1)
transfer learning
(1)
policy gradient
(1)
curriculum learning
(1)
knowledge distillation
(1)
natural language understanding
(1)
bias mitigation
(1)
language model
(1)
spurious correlation
(1)
client heterogeneity
(1)
dataset bia
(1)
client adaptation
(1)
pre-trained language model
(1)
soft prompt
(1)
prompt tuning
(1)
student model
(1)
model debiasing
(1)
model customization
(1)
Papers
Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases
ACL 2025
Client-Customized Adaptation for Parameter-Efficient Federated Learning
ACL 2023
Improving Bias Mitigation through Bias Experts in Natural Language Understanding
EMNLP 2023
SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts
EMNLP 2023
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network
EMNLP 2022