Guanyu Chen
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Generation
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Learning Paradigms
(1)
Learning Types
(1)
Keywords
large language model
(3)
self-supervised learning
(2)
legal knowledge
(2)
information bottleneck
(1)
scene understanding
(1)
multimodal learning
(1)
distribution shift
(1)
generalization ability
(1)
latent variable
(1)
vision-language model
(1)
abstract reasoning
(1)
prediction quality
(1)
text compression
(1)
legal judgment prediction
(1)
rule-based reasoning
(1)
visual language
(1)
neural network
(1)
predictive feature
(1)
structured generation
(1)
two-layer relu network
(1)
Papers
DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI
ACL 2026
ZipLJP: Zipped Information Processor for Legal Judgment Prediction
AAAI 2026
Exploring the Hidden Reasoning Process of Large Language Models by Misleading Them
EMNLP 2025
OURO: A Self-Bootstrapped Framework for Enhancing Multimodal Scene Understanding
ICCV 2025
When do neural networks learn world models?
ICML 2025
Feature Contamination: Neural Networks Learn Uncorrelated Features and Fail to Generalize
ICML 2024