WU Wen (吴雯)
Associate Professor, Mingyuan Chenhui Scholar
East China Normal University
wwu [AT] cc [DOT] ecnu [DOT] edu [DOT] cn
Dr. Wen Wu is now an associate professor (Mingyuan Chenhui Scholar 明园晨晖学者) and Assistant Dean for Research in the School of Computer Science and Technology, at East China Normal University (ECNU), Shanghai, China. Prior to that, she was a senior research assistant in Department of Computer Science, at Hong Kong Baptist University (HKBU), where she worked with Prof. Xiaowen Chu's group.
Dr. Wu received her Ph.D degree in the Department of Computer Science, HKBU, under the supervision of Prof. Li Chen in August 2018. She obtained both her B.Eng degree and M.Eng degree (supervisor: Prof. Liang He) in the Department of Computer Science and Technology, ECNU.
BIOGRAPHY
Research Interest
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LLM Safety and Value Alignment
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Cognition and Metacognition
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Personality-based Recommender System
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Collective Intelligence
Selected Projects
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The National Natural Science Foundation of China (General Program面上项目), 2027-2030（new*）
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New Generation Artificial Intelligence-National Science and Technology Major Project（国家重大专项课题），2025-2027（new*）
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Shanghai Special Project to Promote High-quality Industrial Development，2026-2028（new*）
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The National Natural Science Foundation of China (General Program面上项目), 2024-2027
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The National Natural Science Foundation of China (Youth Program 青年项目), 2019-2022
Selected Publications
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MetaEval: Measuring the Discrimination of Benchmarks for Efficient LLM Evaluation. AAAI 2026.
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MemPro: Agentic Memory Systems as Evolvable Programs. EMNLP 2026.
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ERR+: Sequential Entropy Resolution for Efficient and Decisive LLM Reasoning. EMNLP 2026.
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Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs. AAAI 2025.
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Disentangled Modeling of Preferences and Social Influence for Group Recommendation. AAAI 2025.
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Knowledge-Aware Modeling of Group Commonality for Group Recommendation. Expert System With Applications, 2025.
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Supervisor Alignment Framework: Enhancing LLM Alignment with Query-Ignoring Strategy and Multi-Agent Interaction. ICASSP, 2025.
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A Personality-Guided Preference Aggregator for Ephemeral Group Recommendation. Applied Soft Computing Journal, 2024.
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Demographic-Guided Behavior Patterns Contrast for Personality Prediciton. Transactions of Affective Computing, 2024.
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The Effect of Individual-Level Factors and Task Features on Interface Design for Rule-Verification Crowdsourcing. International Journal of Human-Computer Interaction, 2024
Selected Awards
Selected Teaching (in ECNU & HKBU)
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Data Structure
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Recommender System and User Behavior Analysis
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Data analysis and visualization
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Human-Computer Interaction/ User Interface Design and Usability Testing
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Business Intelligence and Decision Support
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Foundations of Management in the IT Content
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The James Chen Best Journal Paper Award, UMUAI 2018
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The James Chen Best Student Paper Award, UMAP 2015
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Gold Award, “Challenge Cup” National College Students Entrepreneurship Competition, 2024
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Third prize of Shanghai Digital Medical Technology and Application Innovation Competition, 2022
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ECNU Excellent educational reform project, 2023
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First prize of ECNU Teaching competition for new teachers, 2019
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Yakun Scholarship Scheme for Mainland Postgraduate Students, HKBU, 2017