Shuo He
9 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Pioneer
β‘
Prolific Year
(5)
Conferences
AAAI (3)
ICML (3)
ICCV (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
statistical learning
(1)
reinforcement learning
(1)
adversarial learning
(1)
semi-supervised learning
(1)
sim-to-real transfer
(1)
multi-instance learning
(1)
multi-label learning
(1)
adversarial machine learning
(1)
label disambiguation
(1)
multi-class classification
(1)
machine learning security
(1)
collaborative prediction
(1)
collaborative learning
(1)
risk estimation
(1)
backdoor attack
(1)
sample selection
(1)
poisoning attack
(1)
influence function
(1)
sparse reconstruction
(1)
label correlation
(1)
Papers
A Closer Look at Backdoor Attacks on CLIP
ICML 2025
HLMTrans: A Sim-to-Real Transfer Framework for Spatial Crowdsourcing with Human-Guided Language Models
IJCAI 2025
Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack
AAAI 2025
Representation Surgery in Model Merging with Probabilistic Modeling
ICML 2025
Test-Time Multimodal Backdoor Detection by Contrastive Prompting
ICML 2025
Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning
ICLR 2024
Candidate-aware Selective Disambiguation Based On Normalized Entropy for Instance-dependent Partial-label Learning
ICCV 2023
A Generalized Unbiased Risk Estimator for Learning with Augmented Classes
AAAI 2023
Collaboration Based Multi-Label Learning
AAAI 2019