Songzhu Zheng
9 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (5) π§ Keyword Pioneer π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π₯
Unstoppable
(6)
Conferences
ICLR (2)
NAACL (2)
NIPS (2)
EMNLP (1)
ICML (1)
WACV (1)
Top co-authors
Research topics
Keywords
model security
(3)
trojan attack
(3)
trojan attack detection
(2)
label noise
(2)
adversarial machine learning
(2)
attention mechanism
(2)
adversarial learning
(2)
topological data analysis
(1)
backdoor attack
(1)
adversarial attack
(1)
deep neural network
(1)
adversarial detection
(1)
noisy label
(1)
theoretical guarantee
(1)
backdoor detection
(1)
label correction
(1)
noisy label correction
(1)
attention pattern
(1)
bayesian optimal classifier
(1)
attention manipulation
(1)
Papers
PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots
WACV 2025
Task-Agnostic Detector for Insertion-Based Backdoor Attacks
NAACL 2024
Learning to Segment from Noisy Annotations: A Spatial Correction Approach
ICLR 2023
Attention-Enhancing Backdoor Attacks Against BERT-based Models
EMNLP 2023
A Study of the Attention Abnormality in Trojaned BERTs
NAACL 2022
Learning with Feature-Dependent Label Noise: A Progressive Approach
ICLR 2021
Topological Detection of Trojaned Neural Networks
NIPS 2021
A Topological Filter for Learning with Label Noise
NIPS 2020
Error-Bounded Correction of Noisy Labels
ICML 2020