Xuankun Rong
5 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
⭐
Rising Star
(5)
Top co-authors
Research topics
Keywords
multimodal large language model
(3)
in-context learning
(1)
conversational ai
(1)
computational efficiency
(1)
backdoor attack
(1)
vision-language model
(1)
large vision-language model
(1)
multi-turn dialogue
(1)
visual token
(1)
backdoor detection
(1)
multi-turn conversation
(1)
group relative policy optimization
(1)
generative replay
(1)
automated evaluator
(1)
semantic perturbation
(1)
safety reasoning
(1)
federated continual learning
(1)
inference-time defense
(1)
attention hijacking
(1)
test-time purification
(1)
Papers
Probing Semantic Insensitivity for Inference-Time Backdoor Defense in Multimodal Large Language Model
AAAI 2026
PurMM: Attention-Guided Test-Time Backdoor Purification in Multimodal Large Language Models
AAAI 2026
SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimization
CVPR 2026
CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning
ICML 2025
MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models
ICCV 2025