most citedCollaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation

6 citations · 6 across the 6 of their papers we have counts for

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cs.LG2025

Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing

Zheqi Lv, Wenqiao Zhang, Kairui Fu +6

The on-device real-time data distribution shift on devices challenges the generalization of lightweight on-device models. This critical issue is often overlooked in current researc…

cs.LG2025

Optimize Incompatible Parameters through Compatibility-aware Knowledge Integration

Zheqi Lv, Keming Ye, Zishu Wei +7

Deep neural networks have become foundational to advancements in multiple domains, including recommendation systems, natural language processing, and so on. Despite their successes…