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王晓宝

Ph.D & Associate Professor
Tianjin University (TJU)
wangxiaobao@tju.edu.cn


About Me

Xiaobao Wang (王晓宝) is currently an associate professor in Tianjin University (TJU), China. He received his B.A., M.E., and Ph.D. degrees from Tianjin University, under the supervision of Prof. Jianwu Dang (党建武) and Prof. Di Jin (金弟) . His postdoctoral advisor was Prof. Longbiao Wang (王龙标) . His research interests include graph neural networks, complex network analysis, and the safety of large language models. He has published numerous papers in top-tier conferences and journals, such as AAAI, WWW, IJCAI, and IEEE TKDE.

王晓宝，天津大学智算学部副教授，一直从事图机器学习、社交媒体分析和大模型生成安全的研究，主持国家自然科学基金青年项目、国家重点研发子课题、中国博士后科学基金面上项目、天津大学校级人才项目等10余项项目；入选天津大学科技领军创新人才培育“启明计划”、百度全球Al华人新星百强榜（全球共100名，天津地区唯一入选）；以第一作者/通讯作者身份发表CCF A类或IEEE汇刊论文20余篇。以通讯作者获得全国社会媒体处理大会 SMP’22 最佳论文奖；长期担任 IJCAI、AAAI、NeurIPS、ICML、ICLR、WWW 等 CCF-A 类会议和TKDE、TNNLS、TAI、Information Fusion、PR 等CCF-A 类/中科院一区期刊审稿人；担任中国计算机学会语音对话与听觉专委会委员、亚太信号与信息处理协会SLA TC Member、中国中文信息学会社会媒体处理专业委员会委员。

Call for graduate and undergraduate students! I hope you are dedicated, determined and have basic programming and math skills. I also hope you can enjoy learning and life. Please feel free to contact me via email.

Experience

Education

Awards

Publications (*Corresponding author)

2025

  1. NeurIPS
    One Prompt Fits All: Universal Graph Adaptation for Pretrained Models
    Yongqi Huang, Jitao Zhao, Dongxiao He, Xiaobao Wang, Yawen Li, Yuxiao Huang, Di jin, Zhiyong Feng.
    39th Conference on Neural Information Processing Systems(CCF-A类会议长文)
    PDF Code Project Page

  2. NeurIPS
    Stealthy Yet Effective: Distribution-Preserving Backdoor Attacks on Graph classification
    Xiaobao Wang, Ruoxiao Sun, Yujun zhang, Bingdao Feng, Dongxiao He, Luzhi Wang, Di jin.
    39th Conference on Neural Information Processing Systems(CCF-A类会议长文)
    PDF Code Project Page

  3. NeurIPS
    LoSplit: Loss-Guided Dynamic Split for Training Time Defense Against Graph Backdoor Attacks
    Di jin, Yuxiang Zhang, Bingdao Feng, Xiaobao Wang, Dongxiao He, Zhen Wang.
    39th Conference on Neural Information Processing Systems(CCF-A类会议, Spotlight 3%)

  4. NeurIPS
    Word-Level Emotional Expression control in Zero-Shot Text-to-Speech Synthesis
    Tianrui Wang, Haoyu Wang, Meng Ge, Cheng Gong, Chunyu Qiang, Ziyang Ma, Zikang Huang, Guanrou Yang, Xiaobao Wang, EngSiong Chngo, Xie Chen, Longbiao Wang, Jianwu Dang.
    39th Conference on Neural Information Processing Systems(CCF-A类会议长文)
    PDF Code Project Page

  5. IJCAI
    Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective
    Di Jin, Jingyi Cao, Xiaobao Wang*, Bingdao Feng, Dongxiao He , Longbiao Wang, Jianwu Dang.
    34th International Joint Conference on Artificial Intelligence‌(CCF-A类会议长文)
    PDF Project Page

  6. IJCAI
    A Dynamic Knowledge Update-Driven Model with Large Language Models for Fake News Detection
    Di Jin , Jun Yang, Xiaobao Wang*, Junwei Zhang, Shuqi Li, Dongxiao He.
    34th International Joint Conference on Artificial Intelligence‌(CCF-A类会议长文)
    PDF Project Page

  7. IJCAI
    Exploiting Self-Refining Normal Graph Structures for Robust Defense against Unsupervised Adversarial Attacks
    Bingdao Feng, Di Jin*, Xiaobao Wang, Dongxiao He, Jingyi Cao, Zhen Wang.
    34th International Joint Conference on Artificial Intelligence‌(CCF-A类会议长文)
    PDF Project Page

  8. IJCAI
    Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems
    Runze Li, Di Jin, Xiaobao Wang*, Dongxiao He, Bingdao Feng, Zhen Wang.
    34th International Joint Conference on Artificial Intelligence‌(CCF-A类会议长文)
    PDF Project Page

  9. IJCAI
    Intergration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework
    Xiao Wei, Xiaobao Wang*, Ning Zhuang, Chenyang Wang, Longbiao Wang*, and Jianwu Dang.
    34th International Joint Conference on Artificial Intelligence‌(CCF-A类会议长文)

  10. IJCAI
    Active Multimodal Distillation for Few-shot Action Recognition
    Weijia Feng, Yichen Zhu, Ruojia Zhang , Chenyang Wang, Fei Ma, Xiaobao Wang, Xiaobai Li .
    34th International Joint Conference on Artificial Intelligence‌(CCF-A类会议长文)
    PDF Project Page

  11. TKDE‌
    Elevating Knowledge-Enhanced Entity and Relationship Understanding for Sarcasm Detection
    Xiaobao Wang, Yujing Wang, Dongxiao He, Zhe Yu, Yawen Li, Longbiao Wang, Jianwu Dang and Di Jin.
    IEEE Transactions on Knowledge and Data Engineering, 2025. (CCF-A类期刊)
    Project Page

  12. TKDE
    Dual Enhanced Meta-learning with Adaptive Task Scheduler for Cold-Start Recommendation
    Dongxiao He, Jiaqi Cui, Xiaobao Wang*, Guojie Song, Yuxiao Huang and Lingfei Wu.
    IEEE Transactions on Knowledge and Data Engineering, 2025. (CCF-A类期刊)
    Project Page

  13. WWW
    Str-GCL: Structural Commonsense Driven Graph Contrastive Learning
    Dongxiao He, Yongqi Huang, Jitao Zhao, Di Jin, Xiaobao Wang*, Zhen Wang.
    The Web Conference 2025. (CCF-A类会议长文，Oral)
    PDF Code Project Page

  14. ICASSP
    A Prompt Learning Framework with Large Language Model Augmentation for Few-shot Multi-label Intent Detection
    Ning Zhuang, Xiao Wei, Junlei Li, Xiaobao Wang*, Chenyang Wang, Longbiao Wang*, Jianwu Dang.
    International Conference on Acoustics, Speech, and Signal Processing 2025. (CCF-B类会议，语音领域顶会)
    Project Page

  15. ICASSP
    Augmenting Short Enrollment Speech via Synthesis for Target Speaker Extraction
    Zikang Huang, Jingru Lin, Meng Ge, Yu Jiang, Xiaobao Wang, Longbiao Wang, Jianwu Dang.
    International Conference on Acoustics, Speech, and Signal Processing 2025. (CCF-B类会议，语音领域顶会)
    Project Page

  16. ESWA‌‌
    Graph Contrastive Learning with Multiple Information Fusion
    Xiaobao Wang, Jun Yang, Zhiqiang Wang, Dongxiao He*, Jitao Zhao, Yuxiao Huang, Di Jin.
    Expert Systems With Applications-2025. (SCI一区TOP期刊)
    Project Page

  17. AAAI
    Backdoor Attack on Propagation-based Rumor Detectors
    Di Jin, Yujun Zhang, Bingdao Feng*, Xiaobao Wang*, Dongxiao He, Zhen Wang.
    Thirty-Ninth AAAI Conference on Artificial Intelligence. (CCF-A类会议长文)
    PDF Project Page

  18. AAAI
    Enriching Multimodal Sentiment Analysis through Textual Emotional Descriptions of Visual-Audio Content
    Sheng Wu, Dongxiao He, Xiaobao Wang*, Longbiao Wang*, Jianwu Dang.
    Thirty-Ninth AAAI Conference on Artificial Intelligence. (CCF-A类会议长文)
    PDF Project Page

  19. AAAI
    HeterGP: Bridging Heterogeneity in Graph Neural Networks with Multi-View Prompting
    Fengyu Yan, Xiaobao Wang, Dongxiao He, Longbiao Wang, Jianwu Dang, Di Jin*.
    Thirty-Ninth AAAI Conference on Artificial Intelligence. (CCF-A类会议长文)
    PDF Project Page

2024

  1. MM
    TUT4CRS: Time-aware User-preference Tracking for Conversational Recommendation System
    Dongxiao He, Jinghan Zhang,Xiaobao Wang*, Meng Ge, Zhiyong Feng, Longbiao Wang, Xiaoke Ma.
    The 32nd ACM International Conference on Multimedia. (CCF-A类会议长文)
    Project Page

  2. Neural
    Networks
    Backdoor attacks on unsupervised graph representation learning
    Bingdao Feng, Di Jin, Xiaobao Wang*, Fangyu Cheng, Siqi Guo.
    Neural Networks-2024. (SCI一区TOP期刊)
    Project Page

  3. IJCAI
    Multi-modal Sarcasm Detection Based on Dual Generative Process
    Huiying Ma, Dongxiao He, Xiaobao Wang*, Di Jin, Meng Ge, Longbiao Wang.
    33th International Joint Conference on Artificial Intelligence. (CCF-A类会议长文, Oral)
    PDF Project Page

  4. AAAI
    Unveiling Implicit Deceptive Patterns in Multi-modal Fake-News via-Neuro Symbolic Reasoning
    Yiqi Dong, Dongxiao He*, Xiaobao Wang*, Youzhu Jin, Meng Ge, Carl Yang, Di Jin.
    ‌The 38th Annual AAAI Conference on Artificial Intelligence‌. (CCF-A类会议长文)
    PDF Project Page

2023 and Previous

  1. INTER
    SPEECH
    Improving Zero-shot Cross-domain Slot Filling via Transformer-based Slot Semantics Fusion
    Yuhang Li, Xiao Wei, Yuke Si*, Longbiao Wang, Xiaobao Wang*, Jianwu Dang.
    2023 Annual Conference of the International Speech Communication Association, INTERSPEECH 2023. (CCF-C类会议长文)
    PDF Project Page

  2. IJCAI
    Commonsense Knowledge Enhanced Sentiment Dependency Graph for Sarcasm Detection
    Zhe Yu, Di Jin, Xiaobao Wang*, Yawen Li, Longbiao Wang, Jianwu Dang.
    ‌32th International Joint Conference on Artificial Intelligence. (CCF-A类会议长文)
    PDF Project Page

  3. IJCAI
    A Generalized Deep Markov Random Fields Framework for Fake News Detection
    Yiqi Dong, Di Jin, Xiaobao Wang*, Yawen Li, Xiaowen Su, Dongxiao He.
    ‌32th International Joint Conference on Artificial Intelligence -2023. (CCF-A类会议长文)
    PDF Project Page

  4. ‌AAAI
    Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection
    Xiaobao Wang, Yiqi Dong, Di Jin, Yawen Li, Longbiao Wang, Jianwu Dang.
    ‌Thirty-Seventh AAAI Conference on Artificial Intelligence -2023. (CCF-A类会议长文，Oral)
    PDF Project Page

  5. ‌AAAI
    Local-Global Defense Against Unsupervised Adversarial Attacks on Graphs
    Di Jin, Bingdao Feng, Siqi Guo, Xiaobao Wang*, Jianguo Wei, Zhen Wang.
    ‌Thirty-Seventh AAAI Conference on Artificial Intelligence -2023. (CCF-A类会议长文，Oral)
    PDF Project Page

  6. ICASSP
    Speech and Noise Dual-stream Spectrogram Refine Network with Speech Distortion Loss for Robust Speech Recognition
    Haoyu Lu, Nan Li*, Tongtong Song, Longbiao Wang, Jianwu Dang, Xiaobao Wang*, Shiliang Zhang.
    International Conference on Acoustics, Speech, and Signal Processing-2023. (CCF-B类会议)
    PDF Project Page

  7. CCDM
    刻画多种潜在关系的泊松-伽马主题模型
    Yanli Wu, Dongxiao He, Xiaobao Wang*, Shuwei Liu and Di Jin.
    CCDM-22
    PDF Project Page

  8. WWW-22
    Inflation improves graph neural networks
    Dongxiao He, Rui Guo, Xiaobao Wang*, Di Jin, Yuxiao Huang, Wenjun Wang.
    The Web Conference-22. (CCF-A类会议长文)
    Project Page

  9. INTER
    SPEECH
    Improve emotional speech synthesis quality by learning explicit and implicit representations with semi-supervised training
    Jiaxu He, Cheng Gong, Longbiao Wang, Di Jin, Xiaobao Wang, Junhai Xu, Jianwu Dang.
    2022 Annual Conference of the International Speech Communication Association, INTERSPEECH 2022. (CCF-C类会议长文)
    PDF Project Page

  10. IEEE
    TBD
    Identification of communities with multi-semantics via Bayesian generative model
    Dongxiao He, Yanli Wu, Youyou Wang, Zhizhi Yu, Zhiyong Feng, Xiaobao Wang*, Yuxiao Huang.
    IEEE Transactions on Big Data, 2021. (SCI二区, IF.3.344)
    Project Page

  11. TKDE
    Robust detection of link communities with summary description in social networks
    Di Jin, Xiaobao Wang*, Dongxiao He, Jianwu Dang, Weixiong Zhang.
    IEEE Transactions on Knowledge and Data Engineering, 2021. (CCF-A类期刊)
    Project Page

  12. IEEE
    TBD
    A Joint Community Detection Model: Integrating Directed and Undirected Probabilistic Graphical Models via Factor Graph with Attention Mechanism
    Dongxiao He, Huixin Liu, Zhiyong Feng, Xiaobao Wang*, Di Jin, Wenze Song and Yuxiao Huang.
    IEEE Transactions on Big Data, 2021. (SCI二区, IF.3.344, 第十届全国社会媒体处理大会(SMP 2022)最佳论文奖)
    Project Page

  13. IEEE
    TNSE‌
    Identification of generalized semantic communities in large social networks
    Di Jin, Xiaobao Wang, Mengquan Liu, Jianguo Wei, Wenhuan Lu, Francoise Fogelman-Soulié.
    IEEE Transactionson Network Scienceand Engineering, 2020. (SCI二区IF.5.213)
    Project Page

  14. AAAI
    Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest
    Xiaobao Wang, Di Jin, Katarzyna Musial, Jianwu Dang.
    Association for the Advancement of Artificial Intelligence-2020. (CCF-A类会议长文，Oral)
    PDF Project Page

  15. CIKM
    Emotional contagion-based social sentiment mining in social networks by introducing network communities
    Xiaobao Wang, Di Jin, Mengquan Liu, Dongxiao He, Katarzyna Musial, Jianwu Dang.
    ACM International Conference on Information and Knowledge Management‌ - 2019. (CCF-B类会议长文)
    Project Page

  16. AAAI
    Robust detection of link communities in large social networks by exploiting link semantics
    Di Jin, Xiaobao Wang, Ruifang He, Dongxiao He, Jianwu Dang, Weixiong Zhang.
    Association for the Advancement of Artificial Intelligence, 2018. (CCF-A类会议长文, Oral)
    PDF Project Page

  17. ICTAI
    Identification of generalized communities with semantics in networks with content
    Di Jin, Xiaobao Wang, Dongxiao He, Wenhuan Lu, Francoise Fogelman-Soulié, Jianwu Dang.
    International Conference on Tools with Artificial Intelligence-2017. (CCF-C类会议)
    Project Page

  18. AAAI
    Joint identification of network communities and semantics via integrative modeling of network topologies and node contents
    Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang.
    Association for the Advancement of Artificial Intelligence, 2017. (CCF-A类会议长文，Oral)
    PDF Project Page

Contact

Address Room A-303, Building 55
Peiyang Park Campus, Tianjin University
No.135, Yaguan Road, Tianjin Haihe Education Park
Tianjin, China, 300350
Email wangxiaobao@tju.edu.cn
Phone (86) 131-3221-7073

Groups

Ph.D. Students
Bingdao Feng (冯炳道) 2021~
Fengyu Yan (严丰宇) 2023~
Zhiliang Xia (夏志良) 2025~
Runze Lee (李润泽) 2022~
Yiqi Dong (董一琪) 2024~
Master Students
Jun Yang (杨珺) 2023~
Lei Zhu (朱磊) 2024~
Xiao Huang (黄骁) 2024~
Jincheng Song (宋金城) 2024~
Yide Li (李贻德) 2025~
Zhaoyang Shang (尚钊洋) 2025~
Zuer Deng (邓祖儿) 2025~
Jingyi Cao (曹靖怡) 2023~
Bin Wen (文彬) 2024~
Haotian Zhao (赵昊天) 2024~
Yujing Wang (王玉静) 2024~
Ruoxiao Sun (孙若骁) 2025~
Yuchen Liu (刘宇宸) 2025~
Alumni Yiqi Dong (董一琪) Master 2024, 3 CCF-A papers IJCAI/AAAI, Pursue a PhD in TJU
Cui Jiaqi (崔佳琪) Master 2025， 1 CCF-A Paper TKDE，Sign up with 电信
Jinghan Zhang (张敬涵) Master 2025， 1 CCF-A Paper MM，Sign up with 字节
Yujun Zhang (张宇君) Master 2025， 1 CCF-A Paper AAAI
Zhe Yu (于哲) Master 2024, 1 CCF-A paper IJCAI
Huiying Ma (马慧颖) Master 2024, 1 CCF-A paper IJCAI
Zhiqiang Wang (王志强) Master 2024, Sign up with Kwai(快手)
Lingshan Lee (李灵山) Master 2024, Sign up with China Development Bank(国家开发银行)

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