Junyi Zhu
11 papers · 2021–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (32) π Interdisciplinary Bridge π Conference Polyglot (7)
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Academic Marathon
(5)
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Cross-Pollinator
(11)
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Renaissance Researcher
(6)
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Century Club
(10)
ποΈ
Keyword Collector
(52)
Conferences
ACL (2)
CVPR (2)
EMNLP (2)
ICLR (2)
ICCV (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
federated learning
(3)
parameter-efficient fine-tuning
(2)
named entity recognition
(2)
privacy attack
(1)
action recognition
(1)
variational inference
(1)
multi-task learning
(1)
text classification
(1)
variance reduction
(1)
expectation maximization
(1)
human pose estimation
(1)
3d human reconstruction
(1)
adversarial training
(1)
instruction following
(1)
efficient inference
(1)
model merging
(1)
prompt learning
(1)
reinforcement learning from human feedback
(1)
transfer learning
(1)
robust optimization
(1)
Papers
Guided Model Merging for Hybrid Data Learning: Leveraging Centralized Data to Refine Decentralized Models
WACV 2026
Decoding Text Spans for Efficient and Accurate Named-Entity Recognition
ACL 2026
Adversarial Preference Learning for Robust LLM Alignment
ACL 2025
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER
EMNLP 2025
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better
ICLR 2025
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
EMNLP 2024
MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures
CVPR 2024
Advancing Example Exploitation Can Alleviate Critical Challenges in Adversarial Training
ICCV 2023
Confidence-Aware Personalized Federated Learning via Variational Expectation Maximization
CVPR 2023
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning
ICML 2023
R-GAP: Recursive Gradient Attack on Privacy
ICLR 2021