Bias to Balance: New-Knowledge-Preferred Few-Shot Class-Incremental Learning via Transition Calibration August 1, 2025· Hongquan Zhang , Zhizhong Zhang , Xin Tan , Yanyun Qu Yuan Xie · 0 min read URL Cite DOI Type Journal article Publication IEEE Transactions on Neural Networks and Learning Systems publications Last updated on August 1, 2025 Authors Yuan Xie Chair Professor Fang Professor of Engineering | Chair Professor | IEEE/ACM/AAAS Fellow ← MemTunnel: a CXL-based Rack-Scale Host Memory Pooling Architecture for Cloud Service August 20, 2025 Cross-Cloud Consistency for Weakly Supervised Point Cloud Semantic Segmentation August 1, 2025 →