Yi-Kai Zhang
7 papers · 2022–2025 · 5 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 · Bronze
🗺️
Taxonomy Completionist
(21)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Application Areas
(5)
Core AI
(3)
Core Methods
(3)
Learning Paradigms
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Speech & Audio
(1)
Recognition
(1)
Resources & Methods
(1)
Keywords
representation learning
(2)
catastrophic forgetting
(2)
model selection
(2)
multimodal large language model
(2)
capability encoder
(1)
transfer learning
(1)
prototype learning
(1)
visual question answering
(1)
attention mechanism
(1)
model distillation
(1)
multimodal learning
(1)
class-incremental learning
(1)
instruction following
(1)
learning to rank
(1)
pre-trained model
(1)
low-rank adaptation
(1)
text-only instruction
(1)
dataset bia
(1)
model routing
(1)
training data
(1)
Papers
Capability Instruction Tuning
AAAI 2025
ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs
ICLR 2025
Wings: Learning Multimodal LLMs without Text-only Forgetting
NeurIPS 2024
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration
NeurIPS 2023
Learning Debiased Representations via Conditional Attribute Interpolation
CVPR 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently
NeurIPS 2023
Audio-Visual Generalized Few-Shot Learning with Prototype-Based Co-Adaptation
Interspeech 2022