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

Research Interests

Selected Publications

  1. [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)
  2. [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)
  3. [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
  4. [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. Code
  5. [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
  6. [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)
  7. [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
  8. [JOS] Haodi Zhang, Zhenhao Chen, Junyang Chen, Yi Zhou, Defu Lian, Kaishun Wu and Fangzhen Lin, Dynamic Decision Making Framework Based on Explicit Knowledge Reasoning and Deep Reinforcement Learning (In Chinese), in Journal of Software, 2022 (Accepted)
  9. [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)
  10. [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
  11. [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)
  12. [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)
  13. [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, early access), 2021
  14. [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
  15. [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
  16. [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
  17. [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
  18. [ISWC-18] Fangyuan He, Yi Zhou, Haodi Zhang, Zhiyong Feng: Dual-enhanced Word Representations Based on Knowledge Base, in ISWC (short paper) 2018.
  19. [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
  20. [AIJ] Haodi Zhang, Fangzhen Lin, Characterizing causal action theories and their implementations in answer set programming, in Artificial Intelligence (AIJ) 248:1-8, 2017
  21. [AAAI-16] Haodi Zhang, Fangzhen Lin, Mapping Action Language BC to Logic Programs: A Characterization by Postulates, in Proceedings of AAAI 2016:1116-1123
  22. [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

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