Jiannan Guo
3 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
active learning
(1)
adversarial learning
(1)
semi-supervised learning
(1)
multi-task learning
(1)
image captioning
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
generative adversarial network
(1)
adversarial example
(1)
graph-based label propagation
(1)
knowledge sharing
(1)
virtual label
(1)
unpaired training
(1)
caption diversity
(1)
multimodal relational graph
(1)
expert collaboration
(1)
Papers
TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition
ACL 2025
MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning
AAAI 2022
Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels
ICCV 2021