Channel-Aware Low-Rank Adaptation in Time Series Forecasting. - Tong Nie 001; Yuewen Mei; Guoyang Qin; Jian Sun 010; Wei Ma (CIKM, 2024)

High-Dimensional Fault Tolerance Testing of Highly Automated Vehicles Based on Low-Rank Models. - Yuewen Mei; Tong Nie 001; Jian Sun 010; Ye Tian 002 (ITSC, 2024)

ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation. - Tong Nie 001; Guoyang Qin; Wei Ma; Yuewen Mei; Jian Sun 010 (KDD, 2024)

Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach. - Tong Nie 001; Junlin He; Yuewen Mei; Guoyang Qin; Guilong Li; Jian Sun 010; Wei Ma (CoRR, 2024)

Bayesian Fault Injection Safety Testing for Highly Automated Vehicles With Uncertainty. - Yuewen Mei; Tong Nie 001; Jian Sun 010; Ye Tian 002 (IEEE Trans. Intell. Veh., 2024)

Seeking to Collide: Online Safety-Critical Scenario Generation for Autonomous Driving with Retrieval Augmented Large Language Models. - Yuewen Mei; Tong Nie 001; Jian Sun 010; Ye Tian 002 (CoRR, 2025)

Steerable Adversarial Scenario Generation through Test-Time Preference Alignment. - Tong Nie 001; Yuewen Mei; Yihong Tang; Junlin He; Jie Sun; Haotian Shi; Wei Ma; Jian Sun 010 (CoRR, 2025)

LLM-Attacker: Enhancing Closed-Loop Adversarial Scenario Generation for Autonomous Driving With Large Language Models. - Yuewen Mei; Tong Nie 001; Jian Sun 010; Ye Tian 002 (IEEE Trans. Intell. Transp. Syst., 2025)