1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.PF2026
AlignPred: Error-Controlled KV Cache Compression via Alignment and Predictive Coding
Xu Yang, Jiapeng Zhang, Zhiwei Zuo +5
Long-running agents retain KV caches across turns and sessions for hours or days. Compressing these persistent caches requires reducing storage while controlling reconstruction err…
cs.LG2024
eCIL-MU: Embedding based Class Incremental Learning and Machine Unlearning
Zhiwei Zuo, Zhuo Tang, Bin Wang +2
New categories may be introduced over time, or existing categories may need to be reclassified. Class incremental learning (CIL) is employed for the gradual acquisition of knowledg…
cs.LG2024★ 1 cited
Machine unlearning through fine-grained model parameters perturbation
Zhiwei Zuo, Zhuo Tang, Kenli Li +1
Machine unlearning techniques, which involve retracting data records and reducing influence of said data on trained models, help with the user privacy protection objective but incu…