Mingcai Chen
10 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (30)
π
Conference Polyglot
(5)
π
Grand Slam
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
AAAI (6)
ICLR (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
semi-supervised learning
(3)
neural network
(2)
noisy label learning
(2)
label noise
(2)
parameter-efficient transfer learning
(1)
multiple instance learning
(1)
label propagation
(1)
model adaptation
(1)
few-shot learning
(1)
sequence classification
(1)
multimodal learning
(1)
class imbalance
(1)
reconstruction error
(1)
visual recognition
(1)
data augmentation
(1)
multi-task learning
(1)
image recognition
(1)
large multimodal model
(1)
pre-trained model
(1)
benchmark evaluation
(1)
Papers
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
AAAI 2026
Robust Logit Adjustment for Learning with Long-Tailed Noisy Data
AAAI 2025
Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification
AAAI 2025
Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data
ICML 2025
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
NIPS 2024
DOS: Diverse Outlier Sampling for Out-of-Distribution Detection
ICLR 2024
A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification
IJCAI 2023
Two Wrongs Donβt Make a Right: Combating Confirmation Bias in Learning with Label Noise
AAAI 2023
READ: Aggregating Reconstruction Error into Out-of-Distribution Detection
AAAI 2023
Semi-supervised Learning with Multi-Head Co-Training
AAAI 2022