Publications (24)
Three-Dimensional Medical Image Fusion with Deformable Cross-Attention
Lin Liu, Xinxin Fan, Chulong Zhang +3
Multimodal medical image fusion plays an instrumental role in several areas of medical image processing, particularly in disease recognition and tumor detection. Traditional fusion…
RGMem: Renormalization Group-inspired Memory Evolution for Language Agents
Ao Tian, Yunfeng Lu, Xinxin Fan +4
Personalized and continuous interactions are critical for LLM-based conversational agents, yet finite context windows and static parametric memory hinder the modeling of long-term,…
CAMA: Exploring Collusive Adversarial Attacks in c-MARL
Men Niu, Xinxin Fan, Quanliang Jing +2
Cooperative multi-agent reinforcement learning (c-MARL) has been widely deployed in real-world applications, such as social robots, embodied intelligence, UAV swarms, etc. Neverthe…
Faster Dual-Key Stealth Address for Blockchain-Based Internet of Things Systems
Xinxin Fan
Stealth address prevents public association of a blockchain transaction's output with a recipient's wallet address and hides the actual destination address of a transaction. While…
Adding All Flavors: A Hybrid Random Number Generator for dApps and Web3
Ranjith Chodavarapu, Rabimba Karanjai, Xinxin Fan +2
Random numbers play a vital role in many decentralized applications (dApps), such as gaming and decentralized finance (DeFi) applications. Existing random number provision mechanis…
Multimodal Information Interaction for Medical Image Segmentation
Xinxin Fan, Lin Liu, Haoran Zhang
The use of multimodal data in assisted diagnosis and segmentation has emerged as a prominent area of interest in current research. However, one of the primary challenges is how to…