Zijie Zhang
10 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π€
Dynamic Duo
(10)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(4)
Deep Learning
(4)
Learning Types
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Application Areas
(3)
Core AI
(3)
Mathematics
(3)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Keywords
adversarial attack
(3)
federated learning
(3)
machine unlearning
(2)
graph matching
(2)
gradient descent
(1)
graph learning
(1)
lottery ticket hypothesis
(1)
adversarial defense
(1)
certified robustness
(1)
fisher information
(1)
network pruning
(1)
kernel density estimation
(1)
hessian approximation
(1)
robust learning
(1)
knowledge graph
(1)
curriculum learning
(1)
dynamical system
(1)
randomized smoothing
(1)
robust optimization
(1)
meta learning
(1)
Papers
Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
ICML 2025
Effective Federated Graph Matching
ICML 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models
EMNLP 2024
Fast Federated Machine Unlearning with Nonlinear Functional Theory
ICML 2023
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
NeurIPS 2022
Adversarial Attack against Cross-lingual Knowledge Graph Alignment
EMNLP 2021
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
ICML 2021
Integrated Defense for Resilient Graph Matching
ICML 2021
Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory
NeurIPS 2021
Adversarial Attacks on Deep Graph Matching
NeurIPS 2020