Ju Jia
6 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (5) π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
β
Rising Star
(6)
Conferences
AAAI (4)
COLING (1)
ICCV (1)
Top co-authors
Research topics
Keywords
multimodal large language model
(2)
graph neural network
(2)
backdoor attack
(2)
data poisoning
(1)
domain adaptation
(1)
self-supervised learning
(1)
graph representation learning
(1)
knowledge editing
(1)
autonomous driving
(1)
machine unlearning
(1)
agent communication
(1)
bayesian estimation
(1)
message passing
(1)
knowledge graph
(1)
adversarial attack
(1)
adversarial prompt
(1)
privacy leakage
(1)
robustness evaluation
(1)
adversarial patch attack
(1)
parallel computation
(1)
Papers
PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems
AAAI 2026
PAGPL: Privacy-Aware Graph Prompt Learning Scheme via Adaptive Perturbation-Estimated Topology Recovery
AAAI 2026
MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation
AAAI 2026
Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models
AAAI 2026
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts
COLING 2025
Backdooring Self-Supervised Contrastive Learning by Noisy Alignment
ICCV 2025