Yujuan Tan

collaborators

2 papers

cs.CV2026

PACE: Perceived-Latency-Aware Cascading Service Routing and Filler Control for QoE-Efficient Retrieval-Augmented Dialogue Serving

Lin Huang, Yujuan Tan, Weisheng Li +4

We present the PACE, a framework for retrieval-augmented dialogue serving that formalizes Perceived Time-to-First-Response (PTFR) as a QoE objective and minimizes it under quality/…

cs.LG2026

$D^{2} P r u n e$ : Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness

Lang Xiong, Ning Liu, Ao Ren +6

Large language models (LLMs) face significant deployment challenges due to their massive computational demands. % While pruning offers a promising compression solution, existing me…

PACE: Perceived-Latency-Aware Cascading Service Routing and Filler Control for QoE-Efficient Retrieval-Augmented Dialogue Serving

D2Prune: Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness

$D^{2} P r u n e$ : Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness