Zhiwen Ruan
6 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Rising Star
(6)
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Research topics
Keywords
large language model
(2)
instruction data
(2)
instruction tuning
(2)
data augmentation
(1)
text generation
(1)
vision-language alignment
(1)
synthetic data generation
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
multimodal large language model
(1)
task vector
(1)
decoding strategy
(1)
task adaptation
(1)
multilingual reasoning
(1)
beam search
(1)
multilingual learning
(1)
multilingual encoder
(1)
open-source model
(1)
low-rank adapter
(1)
adaptive fusion
(1)
Papers
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models
ACL 2026
VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
ACL 2026
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only
ACL 2025
G2: Guided Generation for Enhanced Output Diversity in LLMs
EMNLP 2025
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
NAACL 2025
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation
ACL 2025