2 papers
cs.CL2025
Element2Vec: Build Chemical Element Representation from Text for Property Prediction
Yuanhao Li, Keyuan Lai, Tianqi Wang +3
Accurate property data for chemical elements is crucial for materials design and manufacturing, but many of them are difficult to measure directly due to equipment constraints. Whi…
cs.CV2025
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning
Tianqi Wang, Jingcai Guo, Depeng Li +1
Exemplar-free class incremental learning (EF-CIL) is a nontrivial task that requires continuously enriching model capability with new classes while maintaining previously learned k…