Do not go gentle into that good night.
Rage, rage against the dying of the light. —Dylan Thomas

Research Interests

Selected Publications

  1. [ICDE-24 Demo] Yuanfeng Song, Jinwei Lu, Xuefang Zhao, Raymond Chi-Wing Wong, Haodi Zhang*. Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization, in Proceedings of IEEE International Conference on Data Engineering (Accepted)
  2. [CSCWD-24] Haodi Zhang, Junyu Yang, Wenxi Huang, Min Cai, Jiahong Li, Chen Zhang and Kaisu Wu. Recognizing Textual Entailment by Hierarchical Crowdsourcing with Diverse Labor Costs, in Proceedings of 27th International Conference on Computer Supported Cooperative Work in Design (Accepted)
  3. [ICDE-23] Haodi Zhang, Wenxi Huang, Zhenhan Su, Junyang Chen, Di Jiang, Lixin Fan, Chen Zhang, Defu Lian and Kaishun Wu. Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd, in Proceedings of IEEE International Conference on Data Engineering (Accepted, CCF-A) Code
  4. [AAAI-23] Jin Zhang, Defu Lian, Haodi Zhang, Baoyun Wang, Enhong Chen. Query-aware Quantization for Maximum Inner Product Search, in Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (Accepted, CCF-A)
  5. [BIBM-23] Haodi Zhang, Jiahong Li, Yichi Wang, and Yuanfeng Song. Integrating Automated Knowledge Extraction with Large Language Models for Explainable Medical Decision-Making, in Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2023) (Accepted)
  6. [TKDE] Chen Zhang#, Haodi Zhang#*, Weiteng Xie, Nan Liu, Kaishun Wu and Lei Chen, Where To: Crowd-Aided Path Selection by Selective Bayesian Network, in IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 35(1): 1072-1087, 2023 (CCF-A)
  7. [AAAI-22] Haodi Zhang, Zhichao Zeng, Keting Lu, Kaishun Wu and Shiqi Zhang, Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge, in Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence 2022:11667-11675 (CCF-A) Code
  8. [TKDE] Chen Zhang#, Haodi Zhang#*, Weiteng Xie, Nan Liu, Qifan Li, Kaishun Wu, Di Jiang, Peiguang Lin and Lei Chen, Cleaning Uncertain Data with Crowdsourcing - a General Model with Diverse Accuracy Rates, in IEEE Transactions on Knowledge and Data Engineering 34(8): 3629-3642, 2022 (CCF-A)
  9. [BIBM-22] Haodi Zhang, Chenyu Xu, Jiahong Li, Peirou Liang, Xiangyu Zeng, Hao Ren, Weibin Cheng, and Kaishun Wu, Explainable Pulmonary Disease Diagnosis with Prompt-Based Knowledge Extraction, in Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine 2022 (Accepted)
  10. [TCSS] Junyang Chen, Mengzhu Wang, Haodi Zhang, Zhenghua Xu, Xueliang Li, Zhiguo Gong, Kaishun Wu, Victor C. M. Leung, IRLM: Inductive Representation Learning Model for Personalized POI Recommendation, in IEEE Transactions on on Computational Social Systems (early access), 2022
  11. [JOS] 张昊迪, 陈振浩, 陈俊扬, 周熠, 连德富, 伍楷舜, 林方真, 显式知识推理和深度强化学习结合的动态决策, 软件学报, 2022 (Accepted, CCF-A)
  12. [ISBRA-22] Haodi Zhang, Chenyu Xu, Peirou Liang, Ke Duan, Hao Ren, Weibin Cheng, and Kaishun Wu. MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis, in Proceedings of the Eighteenth International Symposium on Bioinformatics Research and Applications, 2022 (Accepted)
  13. [HPCC-22] Sheng Luo, Haodi Zhang, Qifan Li and Kaishun Wu. Knowledge-Assisted DRL for Energy Harvesting Based Multi-Access Wireless Communications, in Proceedings of IEEE International Conference on High Performance Computing and Communications 2022:869-876
  14. [ICPADS-22] Haodi Zhang, Zhao Chen, Jinyin Nie, Di Jiang, Lixin Fan and Kaishun Wu. Knowledge-Enhanced Learning for KG Embedding, in Proceedings of the Twenty-Eighth IEEE International Conference on Parallel and Distributed Systems, 2022 (Accepted)
  15. [ICPADS-22] Haodi Zhang, Wenxi Huang, Chenyu Xu, Zhengbang Yang, Hongxin Zhou, Fengtian Qi, Kaishun Wu and Chen Zhang. Improving Confidence of Uncertain Knowledge Graphs by Crowdsourcing with Limited Budget, in Proceedings of the Twenty-Eighth IEEE International Conference on Parallel and Distributed Systems, 2022 (Accepted)
  16. [TKDE] Chen Zhang#, Haodi Zhang#*, Qifan Li, Kaishun Wu, Di Jiang, Yuanfeng Song, Peiguang Lin, and Lei Chen, Burstiness-Aware Web Search Analysis on Different Levels of Evidences, in IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2021 (Accepted, CCF-A)
  17. [DASFAA-21] Zhidan Liu, Junhong Zheng, Zengyang Gong, Haodi Zhang and Kaishun Wu, Exploiting Multi-source Data for Adversarial Driving Style Representation Learning, in Proceedings of 26th International Conference of DASFAA, 2021:491-508
  18. [CCL-21] Shan Wang*, Zhao Chen, Haodi Zhang*, Macau’s Vocabulary Growth in the Recent Ten Year (In Chinese), in Proceedings of the 20th Chinese National Conference on Computational Linguistics, 2021:350-360
  19. [AAAI-20] Zihang Gao, Fangzhen Lin, Yi Zhou, Hao Zhang, Kaishun Wu, Haodi Zhang*, Embedding High-Level Knowledge into DQNs to Learn Faster and More Safely, in Proceedings of AAAI (short paper) 2020:13608-13609
  20. [IJCAI-19] Yusen Liu, Fangyuan He, Haodi Zhang, Guozheng Rao, Zhiyong Feng, Yi Zhou, How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset, in Proceedings of IJCAI 2019:6110-6116 (CCF-A)
  21. [ISWC-18] Fangyuan He, Yi Zhou, Haodi Zhang, Zhiyong Feng: Dual-enhanced Word Representations Based on Knowledge Base, in ISWC (short paper) 2018.
  22. [INFOCOM-17] Haodi Zhang, Yu Wang, Xiangtong Qi, Weiping Xu, Tao Peng, Shucheng Liu, Demo abstract: An intent solver for enabling intent-based SDN, in Proceedings of INFOCOM (short paper) 2017:968-969
  23. [AIJ] Haodi Zhang, Fangzhen Lin, Characterizing causal action theories and their implementations in answer set programming, in Artificial Intelligence (AIJ) 248:1-8, 2017 (CCF-A)
  24. [AAAI-16] Haodi Zhang, Fangzhen Lin, Mapping Action Language BC to Logic Programs: A Characterization by Postulates, in Proceedings of AAAI 2016:1116-1123 (CCF-A)
  25. [IJCAI-15] Haodi Zhang, Fangzhen Lin, Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond, in Proceedings of IJCAI 2015:3285-3291 (CCF-A)

Invited Talks

Grant

Research Group Members ------ * Current students * Chenyu Xu, MPhil student, 2020.09-now * Wenxi Huang, MPhil student, 2020.09-now * Jinyin Nie, MPhil student, 2021.09-now * Min Cai, MPhil student, 2021.09-now * Jiping Zhang, MPhil student, 2021.09-now * Zhiqin Kuang, MPhil student, 2021.09-now * Graduated students * Weiteng Xie, MPhil student, 2018.09~2021.06, Huawei * Di Zhan, MPhil student, 2018.09-2021.06, Huawei * Zihang Gao, MPhil student, 2018.09-2021.06, Guangdong second provincal general hospital * Hao Ren, MPhil student, 2018.09-2021.06, Guangdong second provincal general hospital * Qifan Li, MPhil student, 2019.09-2022.06, Tencent * Zhao Chen, MPhil student, 2019.09-2022.06, Huawei * Zhenhao Chen, MPhil student, 2019.09-2022.06, BYD * Zhichao Zeng, MPhil student, 2019.09-2022.06, Alibaba

Former Students

姓名毕业学历毕业年份现工作单位/现就读学校部门/院系职位全称
解为滕研究生2021华为集团IT通用软件开发工程师
高子航研究生2021广东省第二人民医院信息科科员
詹迪研究生2021华为质量与流程IT部开发
任昊研究生2021广东省第二人民医院人工智能研究所专职科研人员岗
陈钊研究生2022华为集团IT数字化IT工程师
曾志超研究生2022阿里阿里云开发工程师
李启凡研究生2022腾讯csig云技术与运营服务部后台开发工程师
陈振浩研究生2022比亚迪/产品经理
黄雯茜研究生2023广州市机电技师学院物流商贸系讲师
许陈宇研究生2023鸿芯微纳机器学习组机器学习算法工程师
彭义辉本科生2019英国保诚科技 Prudential后端开发Software Engineer
林楷渝本科生2019ShopeeMarketplaceQASenior Engineer
张莹本科生2020深圳大学计算机与软件学院硕士研究生
周彦本科生2020中国科学院计算技术研究所研究生
邢凯旋本科生2020深圳奥统平科技有限公司研发Java后台开发
吴宇棱本科生2020卡内基梅隆大学信息网络学院硕士研究生
俞灵霄本科生2021浙江大学计算机科学与技术学院硕士研究生
邹力本科生2021Bytedance智能创作移动端研发
吴蔡锋本科生2021香港理工大学IOT硕士研究生
彭巍本科生2021腾讯cdg广告营销与服务线前端开发
张嘉睿本科生2021莱斯大学计算机与软件学院硕士研究生
邹宇帆本科生2021新加坡国立大学智能系统硕士研究生
廖芯艺本科生2022中国工商银行软件开发中心研发岗
杨正邦本科生2022UC IrvineData Science硕士研究生
金子鑫本科生2022香港中文大学系统工程与工程管理学系硕士研究生
陈瑨本科生2022中国科学院信息工程研究所硕士研究生
林俊雄本科生2022复旦大学工程与应用技术研究院硕士研究生
陈晔本科生2019数字广东/前端开发
朱东炯本科生2022暨南大学信息科学技术学院研究生
周鸿欣本科生2023卡莱特云科技软件部软件开发
张伟鸿本科生2023华为财经部门软财经数字化工程师
齐凤天本科生2023新凯来研发部门研发工程师