Binchi Zhang
8 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🏆 Grand Slam
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Architectures
(5)
Artificial Intelligence
(4)
Application Areas
(3)
Core AI
(3)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Keywords
graph neural network
(3)
social media analysis
(1)
inverse hessian approximation
(1)
model fusion
(1)
distribution shift
(1)
time complexity
(1)
adversarial attack
(1)
social network
(1)
deep neural network
(1)
node classification
(1)
task adaptation
(1)
parameter space
(1)
federated graph learning
(1)
graph augmentation
(1)
social network analysis
(1)
network embedding
(1)
certified unlearning
(1)
pre-trained transformer
(1)
cultural alignment
(1)
algorithmic fairness
(1)
Papers
LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory
ACL 2026
Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
ACL 2026
Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
ICML 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
AAAI 2025
Adversarial Attacks on Fairness of Graph Neural Networks
ICLR 2024
Towards Certified Unlearning for Deep Neural Networks
ICML 2024
Verification of Machine Unlearning is Fragile
ICML 2024
TwiBot-22: Towards Graph-Based Twitter Bot Detection
NeurIPS 2022