Chang, Ching

5 publications

NeurIPS 2025 Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series Ching Chang, Jeehyun Hwang, Yidan Shi, Haixin Wang, Wei Wang, Wen-Chih Peng, Tien-Fu Chen

NeurIPSW 2024 Align and Fine-Tune: Enhancing LLMs for Time-Series Forecasting Ching Chang, Wei-Yao Wang, Wen-Chih Peng, Tien-Fu Chen, Sagar Samtani

AAAI 2024 Root Cause Analysis in Microservice Using Neural Granger Causal Discovery Cheng-Ming Lin, Ching Chang, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng

NeurIPSW 2024 Self-Supervised Learning of Disentangled Representations for Multivariate Time-Series Ching Chang, Chan Chiao-Tung, Wei-Yao Wang, Wen-Chih Peng, Tien-Fu Chen

NeurIPSW 2024 Text2Freq: Learning Series Patterns from Text via Frequency Domain Ming-Chih Lo, Ching Chang, Wen-Chih Peng