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Sheng Zhou

3 papers here

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.AI1
  • cs.IR1
  • cs.LG1
same name
  • Sheng Zhou — 54 papers, h 53
  • Sheng Zhou — 17 papers
  • Sheng Zhou — 15 papers
  • Sheng Zhou — 7 papers
  • Sheng Zhou — 7 papers
  • Sheng Zhou — 6 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedCold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

2 citations · 2 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2026

Gradually Compacting Large Language Models for Reasoning Like a Boiling Frog

Yiran Zhao, Shengyang Zhou, Zijian Wu +7

Large Language Models (LLMs) have demonstrated impressive reasoning capabilities, but their substantial size often demands significant computational resources. To reduce resource c…

cs.AI2025

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities

Yuanchen Bei, Weizhi Zhang, Siwen Wang +10

AI agents have experienced a paradigm shift, from early dominance by reinforcement learning (RL) to the rise of agents powered by large language models (LLMs), and now further adva…

cs.IR2025★ 2 cited

Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

Weizhi Zhang, Yuanchen Bei, Liangwei Yang +15

Cold-start problem is one of the long-standing challenges in recommender systems, focusing on accurately modeling new or interaction-limited users or items to provide better recomm…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.