Junxian Huang

According to our database, Junxian Huang authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

Time Series Domain Adaptation via Latent Invariant Causal Mechanism.

Ruichu Cai, Junxian Huang, Zhenhui Yang, Zijian Li, Emadeldeen Eldele, Min Wu, Fuchun Sun

IEEE Trans. Pattern Anal. Mach. Intell., March, 2026

Hierarchical Action Learning for Weakly-Supervised Action Segmentation.

Junxian Huang, Ruichu Cai, Hao Zhu, Juntao Fang, Boyan Xu, Weilin Chen, Zijian Li, Shenghua Gao

CoRR, February, 2026

2025

Towards Identifiability of Hierarchical Temporal Causal Representation Learning.

Zijian Li, Minghao Fu, Junxian Huang, Yifan Shen, Ruichu Cai, Yuewen Sun, Guangyi Chen, Kun Zhang

CoRR, October, 2025

Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism.

Ruichu Cai, Kaitao Zheng, Junxian Huang, Zijian Li, Zhengming Chen, Boyan Xu, Zhifeng Hao

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025