Yichen Yang
10 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π Century Club Β· Bronze
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The Questioner
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Research topics
Keywords
synonym substitution
(3)
word embedding
(2)
text classification
(2)
natural language processing
(2)
embedding space
(1)
program synthesis
(1)
semantic segmentation
(1)
cross-lingual transfer
(1)
certified robustness
(1)
autoregressive generation
(1)
multilingual processing
(1)
adversarial training
(1)
machine translation
(1)
model predictive control
(1)
low-resource language
(1)
deep learning model
(1)
adversarial attack
(1)
adversarial defense
(1)
interval bound propagation
(1)
metric learning
(1)
Papers
DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression
AAAI 2026
PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion
CVPR 2026
Can Large Language Models Translate Unseen Languages in Underrepresented Scripts?
EMNLP 2025
Synonym-unaware Fast Adversarial Training against Textual Adversarial Attacks
NAACL 2025
Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions
ACL 2023
Robust textual embedding against word-level adversarial attacks
UAI 2022
Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks
AAAI 2021
Natural language adversarial defense through synonym encoding
UAI 2021
Program Synthesis Guided Reinforcement Learning for Partially Observed Environments
NeurIPS 2021
Neurosymbolic Transformers for Multi-Agent Communication
NeurIPS 2020