Yuming Zhang
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(5)
Natural Language Processing
(4)
Learning Types
(4)
Machine Learning
(3)
Application Areas
(3)
Applications
(3)
Models
(3)
Optimization & Theory · Machine Learning
(2)
Understanding
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Learning Paradigms
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(3)
named entity recognition
(2)
local learning
(1)
attention mechanism
(1)
data augmentation
(1)
information extraction
(1)
text generation
(1)
bert model
(1)
neural architecture search
(1)
text-to-image generation
(1)
neural network optimization
(1)
contextual representation
(1)
model parallelization
(1)
parameter-efficient tuning
(1)
classifier-free guidance
(1)
end-to-end training
(1)
adapter tuning
(1)
knowledge retrieval
(1)
mention detection
(1)
multilingual ner
(1)
Papers
Guiding Diffusion Models with Semantically Degraded Conditions
CVPR 2026
SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text Generation
SemEval 2026
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network
AAAI 2025
SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection
SemEval 2025
SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization
ACL 2024
Learned Adapters Are Better Than Manually Designed Adapters
ACL 2023
SRCB at SemEval-2023 Task 2: A System of Complex Named Entity Recognition with External Knowledge
SemEval 2023