Scholar
Peilin Zhou
Google Scholar ID: 3dx8O1AAAAAJ
HKUST; Peking University
sequential recommendation
natural language processing
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
1,698
H-index
21
i10-index
26
Publications
20
Co-authors
18
list available
Contact
Email
zhoupalin@gmail.com
GitHub
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Publications
14 items
You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations
2025
Cited
0
DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation
2025
Cited
0
Intent-Guided Reasoning for Sequential Recommendation
2025
Cited
0
Structural and Disentangled Adaptation of Large Vision Language Models for Multimodal Recommendation
2025
Cited
0
COLT: Enhancing Video Large Language Models with Continual Tool Usage
2025
Cited
0
What Matters in LLM-Based Feature Extractor for Recommender? A Systematic Analysis of Prompts, Models, and Adaptation
2025
Cited
0
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction
2025
Cited
0
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents
2025
Cited
0
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Resume (English only)
Academic Achievements
Published 20+ papers at top AI venues including ACL, NeurIPS, IJCAI, SIGIR, WWW, CIKM, RecSys, and ICASSP
Google Scholar citations exceeded 1000 as of January 2025
First-author paper 'Is ChatGPT a Good Recommender? A Preliminary Study' accepted by CIKM 2023 GenRec Workshop with 355+ citations
Multiple papers accepted by WWW 2024, WWW 2025 (Oral), ACL 2024, NeurIPS 2023, KDD 2025, JMIR, and Nature Reviews Bioengineering
Released BrowseComp-ZH, the first high-difficulty benchmark for evaluating LLMs’ web browsing capabilities on the Chinese internet
Published survey paper 'Cold-Start Recommendation Towards the Era of Large Language Models'
Served as reviewer for CVPR 2025, ICCV 2025, TOIS, ICLR 2025, WWW 2025, ICASSP 2025, AAAI 2025, NeurIPS 2024, and COLING 2025
Co-authors
18 total
Yining Hua
Harvard University
Qichen Ye
Peking University
Yueqi Xie
Princeton University
Jie Yang, PhD, FACMI, FAMIA
Assistant Professor at Harvard University
Shoujin Wang
University of Technology Sydney
Yuexian Zou
Peking University Shenzhen Graduate School
Qingcheng Zeng
PhD Student in NLP, Northwestern University
Jiageng Wu
Harvard University
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