Chang George Dong

According to our database, Chang George Dong authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality Alignment.

Liangwei Nathan Zheng, Chang George Dong, Wei Emma Zhang, Lin Yue, Miao Xu, Olaf Maennel, Weitong Chen

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

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, Olaf Maennel, Weitong Chen

CoRR, 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, Olaf Maennel, Weitong Chen

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 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, Lin Yue, Weitong Chen

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble.

Chang George Dong, Zhengyang David Li, Liangwei Nathan Zheng, Weitong Chen, Wei Emma Zhang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series.

Chang George Dong, Liangwei Nathan Zheng, Weitong Chen, Wei Emma Zhang, Lin Yue

Proceedings of the IEEE International Conference on Knowledge Graph, 2023