SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series. - Chang George Dong; Liangwei Nathan Zheng; Weitong Chen 001; Wei Emma Zhang; Lin Yue (ICKG, 2023)

Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble. - Chang George Dong; Zhengyang David Li; Liangwei Nathan Zheng; Weitong Chen 001; Wei Emma Zhang (CIKM, 2024)

Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction. - Liangwei Nathan Zheng; Chang George Dong; Wei Emma Zhang; Xin Chen 003; Lin Yue; Weitong Chen 001 (CIKM, 2024)

Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics. - Liangwei Nathan Zheng; Zhengyang Li; Chang George Dong; Wei Emma Zhang; Lin Yue; Miao Xu 001; Olaf Maennel; Weitong Chen 001 (CIKM, 2024)

Revisited Large Language Model for Time Series Analysis through Modality Alignment. - Liangwei Nathan Zheng; Chang George Dong; Wei Emma Zhang; Lin Yue; Miao Xu 001; Olaf Maennel; Weitong Chen 001 (CoRR, 2024)