Qi Lin
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Generation
(2)
Optimization & Theory · Machine Learning
(2)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
model robustness
(1)
direct preference optimization
(1)
dialogue generation
(1)
preference optimization
(1)
reinforcement learning from human feedback
(1)
bradley-terry model
(1)
latent variable
(1)
variational autoencoder
(1)
reward model
(1)
error correction
(1)
preference data
(1)
dialogue system
(1)
persona modeling
(1)
hardware fault tolerance
(1)
dialogue behavior
(1)
fine-grained control
(1)
large language model
(1)
error resilience
(1)
bit-flip error
(1)
parameter sensitivity
(1)
Papers
Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework
EMNLP 2025
Data with High and Consistent Preference Difference Are Better for Reward Model
AAAI 2025
V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat
EMNLP 2025
Colorization for In Situ Marine Plankton Images
ECCV 2022