Lu Su
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
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
(7)
Artificial Intelligence
(4)
Application Areas
(4)
Core Methods
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Learning Paradigms
(2)
Computer Science
(1)
Deep Learning
(1)
Applications
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
data poisoning
(2)
adversarial attack
(2)
federated learning
(2)
reinforcement learning
(1)
style transfer
(1)
direct preference optimization
(1)
multi-label classification
(1)
autoregressive generation
(1)
knowledge graph embedding
(1)
mutual information
(1)
machine learning security
(1)
dropout regularization
(1)
bilevel optimization
(1)
generalization error bound
(1)
human feedback
(1)
dialogue generation
(1)
distance metric
(1)
adaptive algorithm
(1)
certified robustness
(1)
model compression
(1)
Papers
Towards Federated RLHF with Aggregated Client Preference for LLMs
ICLR 2025
Towards Universal Debiasing for Language Models-based Tabular Data Generation
EMNLP 2025
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction
NeurIPS 2024
Towards Poisoning Fair Representations
ICLR 2024
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification
AAAI 2023
Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness
EMNLP 2021
Data Poisoning Attack against Knowledge Graph Embedding
IJCAI 2019
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm
IJCAI 2019