Bing Liu

AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection

Generalizing Reasoning Problems to Longer Lengths

Language Models as Feature Extractors for Accurate Continual Learning

Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation

DESIRE: Dynamic Knowledge Consolidation for Rehearsal-Free Continual Learning

Continual Learning After Model Deployment

Class Incremental Learning via Likelihood Ratio Based Task Prediction

Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach

Invariance as A Necessary Condition for Online Continual Learning

Continual Learning with Orthogonal Weights and Knowledge Transfer