Cenyuan Zhang
7 papers · 2021–2024 · 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
(26)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(5)
Learning Types · Deep Learning
(5)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
parameter-efficient fine-tuning
(2)
adversarial robustness
(2)
adversarial training
(2)
adversarial learning
(1)
online learning
(1)
text classification
(1)
information bottleneck
(1)
intellectual property
(1)
reinforcement learning from human feedback
(1)
weight perturbation
(1)
data privacy
(1)
backdoor attack
(1)
sequence-to-sequence learning
(1)
representation engineering
(1)
representation alignment
(1)
pre-trained language model
(1)
representation editing
(1)
human preference
(1)
error correction
(1)
sample reweighting
(1)
Papers
Advancing Parameter Efficiency in Fine-tuning via Representation Editing
ACL 2024
Aligning Large Language Models with Human Preferences through Representation Engineering
ACL 2024
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
EMNLP 2024
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation
EMNLP 2023
Improving the Adversarial Robustness of NLP Models by Information Bottleneck
ACL 2022
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples
ACL 2022
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models
ACL 2021