75 citations · 80 across the 8 of their papers we have counts for
9 papers
See What I See: An Attention-Guiding eHMI Approach for Autonomous Vehicles
Jialong Li, Zhenyu Mao, Zhiyao Wang +4
As autonomous vehicles are gradually being deployed in the real world, external Human-Machine Interfaces (eHMIs) are expected to serve as a critical solution for enhancing vehicle-…
FAROS: Robust Federated Learning with Adaptive Scaling against Backdoor Attacks
Chenyu Hu, Qiming Hu, Sinan Chen +3
Federated Learning (FL) enables multiple clients to collaboratively train a shared model without exposing local data. However, backdoor attacks pose a significant threat to FL. The…
Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap
Jialong Li, Mingyue Zhang, Nianyu Li +3
Self-adaptive systems (SASs) are designed to handle changes and uncertainties through a feedback loop with four core functionalities: monitoring, analyzing, planning, and execution…
SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models
Jinyu Cai, Jialong Li, Nianyu Li +3
The rapid iteration cycles of modern live-service games make regression testing indispensable for maintaining quality and stability. However, existing regression testing approaches…
User-Driven Adaptation: Tailoring Autonomous Driving Systems with Dynamic Preferences
Mingyue Zhang, Jialong Li, Nianyu Li +2
In the realm of autonomous vehicles, dynamic user preferences are critical yet challenging to accommodate. Existing methods often misrepresent these preferences, either by overlook…
Exploring the Potential of Large Language Models in Self-adaptive Systems
Jialong Li, Mingyue Zhang, Nianyu Li +3
Large Language Models (LLMs), with their abilities in knowledge acquisition and reasoning, can potentially enhance the various aspects of Self-adaptive Systems (SAS). Yet, the pote…
A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems
Mingyue Zhang, Nianyu Li, Sridhar Adepu +2
The increasing prevalence of security attacks on software-intensive systems calls for new, effective methods for detecting and responding to these attacks. As one promising approac…
Early Validation of Cyber-Physical Space Systems via Multi-Concerns Integration
Nianyu Li, Christos Tsigkanos, Zhi Jin +2
Cyber-physical space systems are engineered systems operating within physical space with design requirements that depend on space, e.g., regarding location or movement behavior. Th…
Verifying Stochastic Behaviors of Decentralized Self-Adaptive Systems: A Formal Modeling and Simulation Based Approach
Nianyu Li, Di Bai, Zhuoqun Yang +1
Self-adaptive software is considered as the most advanced approach and its development attracts a lot of attention. Decentralization is an effective way to design and manage the co…