Guanzheng Chen
7 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(18)
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Natural Language Processing
(4)
Machine Learning
(3)
Learning Types
(3)
Resources & Methods
(3)
Models
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(2)
bayesian inference
(1)
hyperparameter tuning
(1)
multilingual nlp
(1)
kl divergence
(1)
text generation
(1)
preference optimization
(1)
multimodal learning
(1)
visual grounding
(1)
evaluation methodology
(1)
continued pretraining
(1)
instruction tuning
(1)
model alignment
(1)
gaussian process
(1)
self-supervised learning
(1)
low-resource language
(1)
knowledge graph
(1)
hallucination mitigation
(1)
parameter-efficient tuning
(1)
link prediction
(1)
Papers
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
ICLR 2025
RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
ICML 2025
CLEX: Continuous Length Extrapolation for Large Language Models
ICLR 2024
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
CVPR 2024
SeaLLMs - Large Language Models for Southeast Asia
ACL 2024
Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network
AAAI 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet?
EMNLP 2022