Yixian Shen
7 papers · 2025–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
⭐
Rising Star
(7)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Application Areas
(4)
Deep Learning
(3)
Optimization & Theory · Deep Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Learning Types
(2)
Analysis
(1)
Applications
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
parameter-efficient fine-tuning
(4)
model compression
(4)
discrete cosine transform
(2)
low-rank adaptation
(2)
model adaptation
(2)
memory efficiency
(2)
large multimodal model
(1)
foundation model
(1)
vision foundation model
(1)
retrieval-augmented generation
(1)
memory mechanism
(1)
weight normalization
(1)
trainable parameter
(1)
gradient normalization
(1)
cosine projection
(1)
hierarchical projection
(1)
large language model
(1)
bypass connection
(1)
selective adaptation
(1)
fine-grained adaptation
(1)
Papers
Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMs
ACL 2026
AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization
ICCV 2025
Gradient Weight-normalized Low-rank Projection for Efficient LLM Training
AAAI 2025
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection
ACL 2025
NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning
EMNLP 2025
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation
NAACL 2025
SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing
IJCNLP 2025