Yi Liang
8 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (7) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(27)
Conferences
AAAI (2)
NIPS (2)
COLING (1)
CVPR (1)
ECCV (1)
ICML (1)
Top co-authors
Keywords
contrastive learning
(2)
knowledge graph
(2)
few-shot learning
(2)
model compression
(2)
relation extraction
(1)
multimodal learning
(1)
multi-task learning
(1)
self-supervised learning
(1)
metric learning
(1)
attention mechanism
(1)
curriculum learning
(1)
entity linking
(1)
parameter efficient
(1)
model merging
(1)
prompt learning
(1)
transfer learning
(1)
catastrophic forgetting
(1)
entity embedding
(1)
vision language model
(1)
continual learning
(1)
Papers
M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking
AAAI 2025
$\texttt{Model-GLUE}$: Democratized LLM Scaling for A Large Model Zoo in the Wild
NIPS 2024
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
ICML 2024
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors
COLING 2024
AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation
ECCV 2024
You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model
CVPR 2023
Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract)
AAAI 2022
Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization
NIPS 2022