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Yue Zhu

3 accepted papers

2025

Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent

ACL 2025finding

Recent advancements in Large Language Models (LLMs) have significantly propelled the development of Conversational Recommendation Agents (CRAs). However, these agents often generate short-sighted responses that fail to sustain user guidance and meet expectations. Although preference optimization has…

2025

KARST: Multi-Kernel Kronecker Adaptation with Re-Scaling Transmission for Visual Classification

ICASSP 2025accepted

Fine-tuning pre-trained vision models for specific tasks is a common practice in computer vision. However, this process becomes more expensive and resource-intensive as models grow larger. Recently, parameter-efficient fine-tuning (PEFT) methods have emerged as a popular solution to improve training…

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