Xiaohua Jia
8 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 🧬 Topic Evolution
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Keywords
large language model
(2)
network embedding
(2)
stochastic gradient descent
(1)
curriculum learning
(1)
preference learning
(1)
neural machine translation
(1)
machine unlearning
(1)
data selection
(1)
graph representation
(1)
safety alignment
(1)
training optimization
(1)
graph embedding
(1)
nonlinear structure learning
(1)
data privacy
(1)
social network
(1)
text summarization
(1)
adversarial example
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
robustness
(1)
Papers
MulVul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution
ACL 2026
CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models
ICML 2025
LMEraser: Large Model Unlearning via Adaptive Prompt Tuning
AISTATS 2025
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions
ICML 2025
Contrastive Preference Learning for Neural Machine Translation
NAACL 2024
Data Selection Curriculum for Abstractive Text Summarization
EMNLP 2023
Temporal Network Embedding with High-Order Nonlinear Information
AAAI 2020
Noise-Resilient Similarity Preserving Network Embedding for Social Networks
IJCAI 2019