Jiawei Zhao
10 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (28) 🧬 Topic Evolution
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Keyword Collector
(52)
💎
Century Club · Bronze
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Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Application Areas
(4)
Optimization & Theory
(4)
Learning Types · Deep Learning
(3)
Architectures
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Analysis
(1)
Applications
(1)
Keywords
large language model
(3)
transformer architecture
(2)
adversarial attack
(2)
adversarial learning
(1)
machine translation
(1)
distributed learning
(1)
knowledge distillation
(1)
majority vote
(1)
gradient descent
(1)
fault tolerance
(1)
structured sparsity
(1)
communication efficiency
(1)
parameter-efficient fine-tuning
(1)
black-box attack
(1)
gradient compression
(1)
parameter efficient
(1)
inference scalability
(1)
memory optimization
(1)
jailbreak attack
(1)
principal component analysis
(1)
Papers
VCP-Attack: Visual-Contrastive Projection for Transferable Black-Box Targeted Attacks on Large Vision-Language Models
CVPR 2026
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
ICML 2025
SQL Injection Jailbreak: A Structural Disaster of Large Language Models
ACL 2025
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
ICML 2024
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training
NeurIPS 2024
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
NeurIPS 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
NeurIPS 2020
signSGD with Majority Vote is Communication Efficient and Fault Tolerant
ICLR 2019