Songsong Tian

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Neural Learning

Incremental Learning

Supervised Learning

Top Venues

Inf. Process. Manag.

Neural Networks

Publications

Songsong Tian, Lusi Li, Weijun Li, Hang Ran, Xin Ning, Prayag Tiwari
A survey on few-shot class-incremental learning. Neural Networks 169 (2024)
Hang Ran, Weijun Li, Lusi Li, Songsong Tian, Xin Ning, Prayag Tiwari
Learning optimal inter-class margin adaptively for few-shot class-incremental learning via neural collapse-based meta-learning. Inf. Process. Manag. 61 (2) (2024)
Songsong Tian, Lusi Li, Weijun Li, Hang Ran, Li Li, Xin Ning
PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning. CoRR (2024)
Songsong Tian, Lusi Li, Weijun Li, Hang Ran, Xin Ning, Prayag Tiwari
A Survey on Few-Shot Class-Incremental Learning. CoRR (2023)
Wenqiang Li, Weijun Li, Linjun Sun, Min Wu, Lina Yu, Jingyi Liu, Yanjie Li, Songsong Tian
Transformer-based model for symbolic regression via joint supervised learning. ICLR (2023)
Songsong Tian, Weijun Li, Xin Ning, Hang Ran, Hong Qin, Prayag Tiwari
Continuous transfer of neural network representational similarity for incremental learning. Neurocomputing 545 (2023)