2025
Towards Benchmarking and Assessing the Safety and Robustness of Autonomous Driving on Safety-critical Scenarios.
CoRR, March, 2025

Compromising LLM Driven Embodied Agents With Contextual Backdoor Attacks.
IEEE Trans. Inf. Forensics Secur., 2025

2024
ELAKT: Enhancing Locality for Attentive Knowledge Tracing.
ACM Trans. Inf. Syst., July, 2024

Compromising Embodied Agents with Contextual Backdoor Attacks.
CoRR, 2024

Graph-Based Ensemble Learning for Enhanced Fault Localization in Microservices.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
An automatic model management system and its implementation for AIOps on microservice platforms.
J. Supercomput., July, 2023

CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
MicroEGRCL: An Edge-Attention-Based Graph Neural Network Approach for Root Cause Localization in Microservice Systems.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

2020
Multi-indicators prediction in microservice using Granger causality test and Attention LSTM.
Proceedings of the 2020 IEEE World Congress on Services, 2020

Learning to Handle Exceptions.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Parallelizing Automatic Temporal Cognitive Tool for Large-Scale Online Learning Analytics.
Proceedings of the Euro-Par 2020: Parallel Processing Workshops, 2020

A Deep Reinforcement Learning Framework for Instructional Sequencing.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
ATC Framework: A fully Automatic Cognitive Tracing Model for Student and Educational Contents.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

2018
Parallelizing Bayesian Knowledge Tracing Tool For Large-scale Online Learning Analytics.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Task Assignment of Peer Grading in MOOCs.
Proceedings of the Database Systems for Advanced Applications, 2017