Binchi Zhang
8 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Renaissance Researcher (6)
π
Interdisciplinary Bridge
π₯
Mega-Team
(22)
π
Grand Slam
Conferences
ICML (3)
ACL (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(2)
social media analysis
(1)
social network analysis
(1)
distribution shift
(1)
social network
(1)
node classification
(1)
task adaptation
(1)
federated graph learning
(1)
graph augmentation
(1)
network embedding
(1)
cultural alignment
(1)
knowledge update
(1)
knowledge management
(1)
virtual node
(1)
task conflict
(1)
large language model
(1)
twitter bot detection
(1)
knowledge memory
(1)
graph-based detection
(1)
federated learning
(1)
Papers
Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
ACL 2026
LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory
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
Towards Certified Unlearning for Deep Neural Networks
ICML 2024
Adversarial Attacks on Fairness of Graph Neural Networks
ICLR 2024
Verification of Machine Unlearning is Fragile
ICML 2024
TwiBot-22: Towards Graph-Based Twitter Bot Detection
NIPS 2022