Yingpeng Du
Yingpeng Du has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Jie Zhang, Tianjun Wei, Zhu Sun.
OpenAlex · ORCID · Wikidata · h-index 10 · 50 works · 408 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #11745
Affiliations
🎓Nanyang Technological UniversitySingapore ·
Singapore2024–2026 · 29 papers🎓Singapore University of Technology and DesignSingapore ·
Singapore2026 · 1 paper🎓Peking UniversityBeijing ·
China2018–2024 · 15 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksDecision Sciences · 2 worksInformation Systems · 2 worksManagement Science and Operations Research · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation (2026 · 1 citation)
Recommender systems need realistic user simulators for offline evaluation, because online A/B tests are slow and raise privacy issues. - Adaptive and Representative Multi-Interest Modeling for Recommendation with Large Language Model (2026)
Multi-interest recommenders give each user several representation vectors. Most of them group items with heuristics such as embedding similarity or co-occurrence, and these heuristics break down when interactions are sparse or side information is incomplete. The authors propose LARMI, a framework in which an LLM…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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