Yixian Shen
8 papers · 2025–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (18)
π
Cross-Pollinator
(11)
β
Rising Star
(7)
β‘
Prolific Year
(7)
Conferences
ACL (2)
AAAI (1)
AACL (1)
EMNLP (1)
ICCV (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
parameter-efficient fine-tuning
(4)
model compression
(4)
retrieval-augmented generation
(2)
memory mechanism
(2)
survey generation
(2)
low-rank adaptation
(2)
discrete cosine transform
(2)
large language model
(2)
model adaptation
(2)
coarse-to-fine retrieval
(2)
memory efficiency
(2)
vision foundation model
(1)
weight normalization
(1)
scientific writing
(1)
trainable parameter
(1)
gradient normalization
(1)
cosine projection
(1)
hierarchical projection
(1)
adaptive planning
(1)
bypass connection
(1)
Papers
Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMs
ACL 2026
SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing
AACL 2025
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection
ACL 2025
NeuroAda: Activating Each Neuronβs Potential for Parameter-Efficient Fine-Tuning
EMNLP 2025
Gradient Weight-normalized Low-rank Projection for Efficient LLM Training
AAAI 2025
SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing
IJCNLP 2025
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation
NAACL 2025
AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization
ICCV 2025