Songsong Tian

According to our database, Songsong Tian authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Boundary-Aware NL2SQL: Integrating Reliability through Hybrid Reward and Data Synthesis.

Songsong Tian, Kongsheng Zhuo, Zhendong Wang, Rong Shen, Shengtao Zhang, Yong Wu

CoRR, January, 2026

2025

Brain-Inspired Fast- and Slow-Update Prompt Tuning for Few-Shot Class-Incremental Learning.

Hang Ran, Xingyu Gao, Lusi Li, Weijun Li, Songsong Tian, Gang Wang, Hailong Shi, Xin Ning

IEEE Trans. Neural Networks Learn. Syst., July, 2025

2024

Learning optimal inter-class margin adaptively for few-shot class-incremental learning via neural collapse-based meta-learning.

Hang Ran, Weijun Li, Lusi Li, Songsong Tian, Xin Ning, Prayag Tiwari

Inf. Process. Manag., March, 2024

A survey on few-shot class-incremental learning.

Songsong Tian, Lusi Li, Weijun Li, Hang Ran, Xin Ning, Prayag Tiwari

Neural Networks, January, 2024

2023

Continuous transfer of neural network representational similarity for incremental learning.

Songsong Tian, Weijun Li, Xin Ning, Hang Ran, Hong Qin, Prayag Tiwari

Neurocomputing, 2023

Transformer-based model for symbolic regression via joint supervised learning.

Wenqiang Li, Weijun Li, Linjun Sun, Min Wu, Lina Yu, Jingyi Liu, Yanjie Li, Songsong Tian

Proceedings of the Eleventh International Conference on Learning Representations, 2023