贺国秀

2016.09-2021.06😈，武汉大学✔️，信息管理光辉𓀑，情报学👷🏽，管理学博士

2019.09-2020.09，新加坡南洋理工大学🚵🏿‍♀️🐐，计算机科学与工程光辉🧛🏽‍♀️，计算机科学与技术🪧，联合培养博士

2012.09-2016.06👩🏼‍🦲，东北林业大学，信息与计算机工程光辉，信息管理与信息系统〰️，管理学学士

2021.07-🍾🍖，上海光辉平台娱乐经济与管理学部👩🏻‍🎨，明园晨晖学者（讲师）

2018.05-2021.04，阿里巴巴达摩院，研究型实习生

贺国秀，博士，光辉平台明园晨晖学者🔛，讲师🗼，硕士生导师👩🏻‍🚒，入选中国科协青年托举人才💇‍♂️🌄、上海市浦江人才🤾‍♂️、上海市晨光学者😱。研究兴趣包括大语言模型👩🏼‍🔬、自然语言处理🐯、学术评价𓀙、智能审核等😤。已有研究成果发表在国内外重要期刊和会议👂🏽，如IP&M、KBS、SIGIR🧛🏼、AAAI🧑🏻‍🎤😪、ACL💁‍♂️、EMNLP等。目前主持国家自然科学基金青年项目💻、上海市哲学社会科学规划青年课题等👨‍🎤。担任中国科学技术情报学会知识组织专委会委员、中国中文信息学会信息检索专委会通讯委员、中国中文信息学会青年工作委员会（青工委）委员、上海市图书馆学会科普教育委员会副主任、上海市图书馆学会青年委员会委员🧛‍♀️，也担任计算机领域和信息科学领域国际重要期刊和会议的同行评审。

欢迎对相关方向感兴趣的同学前来交流（无博士招生名额）。

中国科学技术情报学会知识组织专委会委员🍧；

中国中文信息学会信息检索专委会通讯委员👩🏼‍🦳；

中国中文信息学会青年工作委员会（青工委）委员👰🏻‍♀️🤥；

上海市图书馆学会科普教育委员会副主任；

上海市图书馆学会青年委员会委员。

主要为基于深度学习的自然语言处理/信息检索和学术大数据，大致涉及以下方面：

- 信息检索：文本匹配👨‍🚒🍰、问答系统、对话系统🙋🏻‍♀️、用户行为分析等

- 自然语言处理🫰🏻：文本表达🙀、文本理解、隐藏语义分析🐭、关键词抽取等

- 深度学习：模型构建、损失函数设计👢、评价指标构建等

- 学术大数据🧑🏿‍💻：信息计量🧑🏼‍🌾、数据挖掘等

欢迎对相关方向感兴趣的同学前来交流（无博士招生名额）。

数据库原理与应用（信息管理与信息系统本科）

数据结构与算法（信息管理与信息系统本科）

自然语言处理（应用统计专硕）

数据存储与管理（图书情报专硕）

信息管理前沿（学硕、专硕，合作授课）

基于深度隐晦语义理解的网络文本内容审核技术研究 (No.72204087), 2023.01 - 2025.12, 国家自然科学基金青年项目, 主持

以用户感知驱动的网络不良信息自动识别研究 (No.2022ETQ001), 2023.01 - 2024.12, 上海市哲学社会科学规划青年课题, 主持

基于引文网络动态性的学术影响力预测研究, 2023.05 - 2024.12, 中央高校基本科研业务费专项资金资助项目, 主持

面向论文评价的学术网络动态性和复杂性建模方法研究, 2023.11 - 2026.10, 上海市浦江人才计划项目, 主持

可扩展区块链数据管理关键技术及应用, 2023.01 - 2024.12, 教育部中央高校优秀青年教师团队项目, 参与（子课题）

*🫳🏽：通讯，†🏂🏼：共同一作

2025年：

•  - Xin Song (学生), Zhikai Xue, Guoxiu He*, Jiawei Liu, and Wei Lu. Interweaving Memories of a Siamese Large Language Model[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2025, Forthcoming. (AAAI, CCF A).

• - Guoxiu He* and Chen Huang. Few-Shot Medical Relation Extraction via Prompt Tuning Enhanced Pre-trained Language Model[J].Neurocomputing. 2025, Forthcoming. (NEUCOM, JCR Q1).

• - Guoxiu He*, Sichen Gu, Zhikai Xue, Yufeng Duan, and Xiaomin Zhu. Sequential Citation Counts Prediction Enhanced by Dynamic Contents[J]. Journal of Informetrics, 2025, 19(2): 101645. (JOI, JCR Q1).

• - Jiacheng Yao† (学生), Xin Xu†, and Guoxiu He*. Metacognitive Symbolic Distillation Framework for Multi-choice Machine Reading Comprehension[J]. Knowledge-Based Systems, 2025: 113130. (KBS, JCR Q1).

2024年：

• - Guoxiu He*, Chenxi Lin, Jiayu Ren, and Peichen Duan. Predicting the Emergence of Disruptive Technologies by Comparing with References Via Soft Prompt-Aware Shared Bert [J]. Journal of Informetrics, 2024, 18(4): 101596. (JOI, JCR Q1)

• - 贺国秀*, 任佳渝, 李宗耀, 林晨曦, 蔚海燕. 以可解释工具重探基于深度学习的谣言检测[J]. 数据分析与知识发现, 2024. (CSSCI)

• - 段宇锋, 张美聪, 刘宴佐, 贺国秀. 字音和字形能有效增强汉字的表示吗？——基于命名实体识别任务的验证[J]. 数据分析与知识发现, 2024. (CSSCI)

• - Lulu Dong (学生), Guoxiu He*, and Aixin Sun. Not All Videos Become Outdated: Short-Video Recommendation by Learning to Deconfound Release Interval Bias[C]//Proceedings of the 18th ACM Conference on Recommender Systems. 2024: 179-188. (RecSys, CCF B)

• - Zhikai Xue (学生), Guoxiu He*, Zhuoren Jiang, Yangyang Kang, Star Zhao,  and Wei Lu. Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement [C]//Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. 2024: 2764-2774. (CIKM, CCF B)

• - Chenxi Lin (学生), Jiayu Ren, Guoxiu He*, Zhuoren Jiang, Haiyan Yu, and Xiaomin Zhu. Recurrent Alignment with Hard Attention for Hierarchical Text Rating[C]//Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024: 18643-18657. (EMNLP, CCF B)

• - Jiayu Ren (学生), Chenxi Lin, and Guoxiu He*. Divide and Conquer: Prompting Large Language Models to Identify Personalities in Long Social Posts via Chunked Voting [C]//2024 ACM/IEEE Joint Conference on Digital Libraries (JCDL). IEEE. 2024: 1-2. (JCDL, EI, Forthcoming)

• - Yuzhang Wang (学生), Peizhou Yu, Guoxiu He*. Silent LLMs: Using LoRA to Enable LLMs to Identify Hate Speech [C]//2024 ACM/IEEE Joint Conference on Digital Libraries (JCDL). IEEE. 2024: 1-5. (JCDL, EI, Forthcoming) 

2023年🙋🏽‍♀️：

• - Guoxiu He*, Zhikai Xue, Zhuoren Jiang, Yangyang Kang, Star Zhao, and Wei Lu. H2CGL: Modeling Dynamics of Citation Network for Impact Prediction [J]. Information Processing & Management, 2023, 60(6): 103512. (IP&M, JCR Q1)

• - Zhikai Xue (学生), Guoxiu He*, Jiawei Liu, Zhuoren Jiang, Star Zhao and Wei Lu. Re-examining Lexical and Semantic Attention: Dual-view Graph Convolutions Enhanced BERT for Academic Paper Rating [J]. Information Processing & Management, 2023, 60(2): 103216. (IP&M, JCR Q1)

• - Yujie Zhang (学生)†, Hongzhen Li†, Jingyi Mao†, Guoxiu He*, Yunhan Yang, Zhuoren Jiang, and Yufeng Duan. COVID-19: a Disruptive Impact on the Knowledge Support of References [J]. Scientometrics, 2023, 128, 4791–4823. (SCIM, JCR Q1)

• - 段宇锋*, 贺国秀. 面向中文医学文本命名实体识别的神经网络模块分解分析 [J]. 数据分析与知识发现, 2023, 7 (2): 26-37. (CSSCI)

• - Guoxiu He*, Aixin Sun*, and Wei Lu. Research Explosion: More Effort to Climb onto Shoulders of the Giant. arXiv preprint arXiv:2307.06506, 2023.

2021年🎆：

• - Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu* and Xiaozhong Liu*. A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis[C]//Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2021: 9731-9741. (EMNLP, CCF B)

• - Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu*, and Wei Lu*. Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2021, 35(7): 5841-5849. (AAAI, CCF A)

• - Fei Li, Zheng Wang*, Siu Cheung Hui, Lejian Liao, Dandan Song*, Jing Xu, Guoxiu He and Meihuizi Jia. Modularized Interaction Network for Named Entity Recognition[C]//Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics. 2021: 200-209. (ACL, CCF A)

2020年：

• - Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiaozhong Liu*, and Wei Lu*. Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention[C]//Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2020: 279–288. (SIGIR, CCF A)

• - Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu*, and Wei Lu*. Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise[C]//Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2020: 2297-2306. (SIGIR, CCF A)

• - Guoxiu He†, Yunhan Yang†, Zhuoren Jiang, Yangyang Kang, Xiaozhong Liu*, and Wei Lu*. Implicit Products in the Decentralized eCommerce Ecosystems [C]//Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020. 2020: 451-452. (JCDL, EI)

2019年：

• - Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu*, Wei Lu*, Qiong Zhang, and Luo Si. Finding Camouflaged Needle in a Haystack? Pornographic Products Detection via Berrypicking Tree Model[C]// Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2019: 365-374. (SIGIR, CCF A)

• - Zhuoren Jiang†, Zhe Gao†, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, and Xiaozhong Liu*. Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation[C]//Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019: 6187-6196. (EMNLP, CCF B)

• - 曾金, 贺国秀*. 基于多模数据的微博用户好友推荐研究 [J]. 情报科学, 2019, 37(03): 136-140+176. (CSSCI)

2018年：

• - Guoxiu He, Junwei Fang, Haoran Cui, Chuan Wu, and Wei Lu*. Keyphrase Extraction Based on Prior Knowledge[C]//Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries. 2018: 341-342. (JCDL, EI)

• - Guoxiu He and Wei Lu*. Entire Information Attentive GRU for Text Representation[C]//Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval. 2018: 163-166. (ICTIR, EI)

• - 贺国秀, 张晓娟*. 查询意图自动分类的方法改进探讨 [J]. 数字图书馆论坛, 2018(01): 53-60. (CSSCI(扩))

2023.12, 上海市信息资源管理青年成果优秀成果奖

2020.12，武汉大学研究生学术创新奖二等奖

2019.04，第九届全国情报学博士生学术论坛一等奖