Jiawei Zhao
9 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (6) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(23)
Conferences
NIPS (3)
ICML (2)
ACL (1)
EMNLP (1)
ICCV (1)
ICLR (1)
Top co-authors
Research topics
Keywords
large language model
(3)
transformer architecture
(2)
knowledge distillation
(1)
machine translation
(1)
parameter efficient
(1)
gradient descent
(1)
structured sparsity
(1)
adversarial attack
(1)
parameter-efficient fine-tuning
(1)
parameter efficient fine-tuning
(1)
inference scalability
(1)
memory optimization
(1)
jailbreak attack
(1)
mutual learning
(1)
prompt injection
(1)
semantic relation
(1)
relation graph
(1)
sparse fine-tuning
(1)
end-to-end speech translation
(1)
collaborative training
(1)
Papers
SQL Injection Jailbreak: A Structural Disaster of Large Language Models
ACL 2025
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
ICML 2025
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
NIPS 2024
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
ICML 2024
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training
NIPS 2024
Mutual-Learning Improves End-to-End Speech Translation
EMNLP 2021
Transformer-Based Dual Relation Graph for Multi-Label Image Recognition
ICCV 2021
Learning compositional functions via multiplicative weight updates
NIPS 2020
signSGD with Majority Vote is Communication Efficient and Fault Tolerant
ICLR 2019