Yi-Kai Zhang
7 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
AAAI (1)
CVPR (1)
ICLR (1)
INTERSPEECH (1)
Top co-authors
Keywords
catastrophic forgetting
(2)
model selection
(2)
representation learning
(2)
transfer learning
(1)
prototype learning
(1)
visual question answering
(1)
attention mechanism
(1)
multi-modal learning
(1)
class-incremental learning
(1)
instruction following
(1)
learning to rank
(1)
pre-trained model
(1)
low-rank adaptation
(1)
multimodal large language model
(1)
dataset bia
(1)
model routing
(1)
class incremental learning
(1)
feature extractor
(1)
audio-visual speech recognition
(1)
prototype calibration
(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
NIPS 2024
Model Spider: Learning to Rank Pre-Trained Models Efficiently
NIPS 2023
Learning Debiased Representations via Conditional Attribute Interpolation
CVPR 2023
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration
NIPS 2023
Audio-Visual Generalized Few-Shot Learning with Prototype-Based Co-Adaptation
INTERSPEECH 2022