XiaoHua Feng
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
machine unlearning
(2)
constrained reinforcement learning
(1)
knowledge editing
(1)
knowledge unlearning
(1)
constrained optimization
(1)
pareto optimality
(1)
bilevel optimization
(1)
adversarial attack
(1)
generative model
(1)
hierarchical bayesian model
(1)
data heterogeneity
(1)
language model
(1)
sequential recommendation
(1)
vision-language model
(1)
sensitive information
(1)
gradient ascent
(1)
image-to-image generation
(1)
fine-grained control
(1)
distribution consistency
(1)
one-shot federated adaptation
(1)
Papers
Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm
AAAI 2026
TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models
AAAI 2026
Controllable Unlearning for Image-to-Image Generative Models via ε-Constrained Optimization
ICLR 2025
Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models
EMNLP 2024