10 citations · 16 across the 7 of their papers we have counts for
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cs.IR2026
WPGRec: Wavelet Packet Guided Graph Enhanced Sequential Recommendation
Peilin Liu, Zhiquan Ji, Gang Yan
Sequential recommendation aims to model users' evolving interests from noisy and non-stationary interaction streams, where long-term preferences, short-term intents, and localized…
cs.AI2026
Self-Awareness before Action: Mitigating Logical Inertia via Proactive Cognitive Awareness
Fulong Fan, Peilin Liu, Fengzhe Liu +2
Large language models perform well on many reasoning tasks, yet they often lack awareness of whether their current knowledge or reasoning state is complete. In non-interactive puzz…