Ziniu Zhang
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
meta learning
(1)
benchmark evaluation
(1)
multi-task learning
(1)
transfer learning
(1)
text classification
(1)
in-context learning
(1)
gradient estimation
(1)
subset selection
(1)
ensemble method
(1)
language model
(1)
multimodal agent
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model ensemble
(1)
embodied agent
(1)
multi-hop reasoning
(1)
multi-dataset training
(1)
weighted ensemble
(1)
memory augmentation
(1)
multi-task training
(1)
Papers
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets
ACL 2025
Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
EMNLP 2025
MMInA: Benchmarking Multihop Multimodal Internet Agents
ACL 2025
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach
EMNLP 2024