Anda Cheng
7 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π§ Keyword Pioneer
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(6)
Deep Learning
(5)
Artificial Intelligence
(3)
Learning Types
(3)
Models
(3)
Security & Privacy
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
large language model
(2)
differential privacy
(2)
feature alignment
(1)
contrastive learning
(1)
catastrophic forgetting
(1)
object detection
(1)
knowledge distillation
(1)
convergence analysis
(1)
privacy preservation
(1)
neural architecture search
(1)
machine unlearning
(1)
semantic alignment
(1)
model pruning
(1)
backdoor attack
(1)
diffusion model
(1)
pearson correlation
(1)
text-to-image diffusion
(1)
information leakage
(1)
parameter efficiency
(1)
model utility
(1)
Papers
A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization
EMNLP 2025
DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment
EMNLP 2025
Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models
IJCAI 2025
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning
EMNLP 2025
Differentially Private Federated Learning With Local Regularization and Sparsification
CVPR 2022
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy
AAAI 2022
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient
NeurIPS 2022