Jiacheng Cheng
8 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
β
The Questioner
Conferences
CVPR (3)
ICML (3)
AAAI (1)
ECCV (1)
Top co-authors
Keywords
deep neural network
(2)
model calibration
(1)
multi-label classification
(1)
fine-grained classification
(1)
probability estimation
(1)
gaussian process
(1)
novelty detection
(1)
probability calibration
(1)
distance metric
(1)
bayes optimal classifier
(1)
convolutional neural network
(1)
loss function
(1)
communication compression
(1)
cross-entropy loss
(1)
label noise learning
(1)
personalized learning
(1)
pairwise classification
(1)
asymmetric loss
(1)
gaussian class-conditional distribution
(1)
softmax classifier
(1)
Papers
Personalized Federated Learning with Bidirectional Communication Compression via One-Bit Random Sketching
AAAI 2026
EgoPrivacy: What Your First-Person Camera Says About You?
ICML 2025
Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers
ICML 2025
Towards Calibrated Multi-label Deep Neural Networks
CVPR 2024
Learning a Dynamic Privacy-preserving Camera Robust to Inversion Attacks
ECCV 2024
Calibrating Deep Neural Networks by Pairwise Constraints
CVPR 2022
Learning Deep Classifiers Consistent With Fine-Grained Novelty Detection
CVPR 2021
Learning with Bounded Instance and Label-dependent Label Noise
ICML 2020