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researcher

Siyuan Lou

3 papers hereh-index 577 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.IR3

identity via Semantic Scholar / OpenAlex

works on
chain-of-thought 1curriculum learning 1efficiency 1latent reasoning 1recommendation models 1

From the 1 of 3 linked papers with an AI index.

collaborators

3 papers

cs.IR2026

WhisperRec: Latent Reasoning for Efficient Foundation Recommendation Models

Hao Jiang, Peiru Du, Pengfei Yao +10

The paper presents WhisperRec, a framework that compresses teacher-generated chain‑of‑thought explanations into learnable latent tokens, allowing recommendation models to reason in…

cs.IR2026

POEM: Partial-Order Enhanced Real-Time Sequential Modeling for Recommendation

Linxiao Che, Yijia Sun, Siyuan Lou +5

Real-time recommendation systems suffer from the dynamic drift of user interests and varying contextual conditions. Conventional sequential recommendation models only exploit stati…

cs.IR2026

OneReason Technical Report

OneRec Team, Biao Yang, Boyang Ding +81

Generative recommendation models in the OneRec family have been widely deployed in many real-world services, such as short-video, live-streaming, advertising, and e-commerce. Howev…

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