Tianshi Che
7 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (8)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π
Trend Setter
Conferences
EMNLP (3)
ICML (2)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(3)
machine unlearning
(2)
certified robustness
(1)
graph matching
(1)
multilingual nlp
(1)
cross-lingual transfer
(1)
dialogue generation
(1)
response generation
(1)
commonsense knowledge
(1)
model aggregation
(1)
gradient descent
(1)
distributed training
(1)
knowledge graph
(1)
adversarial attack
(1)
adaptive optimization
(1)
randomized smoothing
(1)
adversarial defense
(1)
parameter-efficient tuning
(1)
gradient vanishing
(1)
non-iid datum
(1)
Papers
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update
AAAI 2024
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization
EMNLP 2023
Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation
EMNLP 2023
Fast Federated Machine Unlearning with Nonlinear Functional Theory
ICML 2023
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
NIPS 2022
Integrated Defense for Resilient Graph Matching
ICML 2021
Adversarial Attack against Cross-lingual Knowledge Graph Alignment
EMNLP 2021