| 2026 | ACL | MTO: A Multi-turn Conversational Text-to-OverpassQL Dataset for Enhanced OpenStreetMap Query Generation. | Haodi Zhang, Xinrui Zhu, Mingze Kong, Zhidan Liu, Tao Fan, Kaishun Wu, Yuanfeng Song |
| 2025 | CIKM | VoiceVisSystem: End-to-End Voice-driven Data Visualization Generation from Natural Language Questions. | Haodi Zhang, Xiaohui Tang, Xinhe Zhang, Jihua Zhou, Yuanfeng Song |
| 2025 | COLING | Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models. | Haodi Zhang, Junyu Yang, Jinyin Nie, Peirou Liang, Kaishun Wu, Defu Lian, Rui Mao, Yuanfeng Song |
| 2025 | ICASSP | Climate Downscaling Using Neural Operator: Spatiotemporal Multimodal Fusion Operator with State-Query Coupled Kernel. | Haodi Zhang, Yichi Wang, Yifan Jian, Jiahui Jiang, Zhaohai Bai, Lin Ma |
| 2025 | ICDE | Towards Robustness of Text-to-Visualization Translation Against Lexical and Phrasal Variability. | Jinwei Lu, Yuanfeng Song, Haodi Zhang, Chen Jason Zhang, Kaishun Wu, Raymond Chi-Wing Wong |
| 2025 | ICDE | FeVisQA: Free-Form Question Answering over Data Visualizations. | Yuanfeng Song, Jinwei Lu, Yuanwei Song, Caleb Chen Cao, Raymond Chi-Wing Wong, Haodi Zhang |
| 2025 | ICDE | HRLMS: A Data-Driven Hierarchical Reinforcement Learning System for Interactive Rule Intervention and Visualization. | Haodi Zhang, Xiangyu Zeng, Chen Zhang, Yuanfeng Song, Kaishun Wu |
| 2025 | IJCAI | Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations. | Yichi Wang, Tian Huang, Dandan Huang, Zhaohai Bai, Xuan Wang, Lin Ma, Haodi Zhang |
| 2025 | IJCAI | HealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records. | Haodi Zhang, Siqi Ning, Qiyong Zheng, Yuanfeng Song, Liang-Jie Zhang |
| 2025 | IJCAI | SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge. | Haodi Zhang, Jiawei Wen, Jiahong Li, Yuanfeng Song, Liang-Jie Zhang, Lin Ma |
| 2025 | IJCAI | Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning. | Haodi Zhang, Xiangyu Zeng, Junyang Chen, Yuanfeng Song, Rui Mao, Fangzhen Lin |
| 2025 | IROS | DA-MPPI: Disturbance-Aware Model Predictive Path Integral via active disturbance estimation and compensation. | Haodi Zhang, Jinya Su, Jun Yang, Shihua Li |
| 2025 | MDM | Natural Language to Overpass Query: A Multi-Step Approach Using Task Decomposition and Key-Value Correction. | Haodi Zhang, Xinrui Zhu, Xuan Wang, Yuanfeng Song, Hanlin Gu, Lin Ma |
| 2025 | PAKDD | Dual Learning Between Molecules and Natural Language. | Haodi Zhang, Yong Ding, Liang-Jie Zhang, Weicheng Wang, Yuanfeng Song, Di Jiang |
| 2025 | PAKDD | Prompt-Based Relation Extraction By Reasoning with Contextual Knowledge. | Haodi Zhang, Xinhe Zhang, Min Cai, Weicheng Wang, Yuanfeng Song |
| 2024 | CSCWD | Recognizing Textual Entailment by Hierarchical Crowdsourcing with Diverse Labor Costs. | Haodi Zhang, Junyu Yang, Wenxi Huang, Min Cai, Jiahong Li, Chen Zhang, Kaishun Wu |
| 2024 | ICDE | Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization. | Yuanfeng Song, Jinwei Lu, Xuefang Zhao, Raymond Chi-Wing Wong, Haodi Zhang |
| 2023 | AAAI | Query-Aware Quantization for Maximum Inner Product Search. | Jin Zhang, Defu Lian, Haodi Zhang, Baoyun Wang, Enhong Chen |
| 2023 | ICDE | Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd. | Haodi Zhang, Wenxi Huang, Zhenhan Su, Junyang Chen, Di Jiang, Lixin Fan, Chen Zhang, Defu Lian, Kaishun Wu |
| 2022 | AAAI | Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge. | Haodi Zhang, Zhichao Zeng, Keting Lu, Kaishun Wu, Shiqi Zhang |
| 2022 | ICPADS | Knowledge-Enhanced Learning for KG Embedding. | Haodi Zhang, Zhao Chen, Jinyin Nie, Di Jiang, Lixin Fan, Kaishun Wu |
| 2022 | ICPADS | Improving Confidence of Uncertain Knowledge Graphs by Crowdsourcing with Limited Budget. | Haodi Zhang, Wenxi Huang, Chenyu Xu, Zhengbang Yang, Hongxin Zhou, Fengtian Qi, Chen Zhang, Kaishun Wu |
| 2021 | DASFAA | Exploiting Multi-source Data for Adversarial Driving Style Representation Learning. | Zhidan Liu, Junhong Zheng, Zengyang Gong, Haodi Zhang, Kaishun Wu |
| 2021 | ESANN | Cross-modal verification for 3D object detection. | Haodi Zhang, Alexandrina Rogozan, Abdelaziz Bensrhair |
| 2021 | HPCC | Knowledge-Assisted DRL for Energy Harvesting Based Multi-Access Wireless Communications. | Sheng Luo, Haodi Zhang, Qifan Li, Kaishun Wu |
| 2020 | AAAI | Embedding High-Level Knowledge into DQNs to Learn Faster and More Safely. | Zihang Gao, Fangzhen Lin, Yi Zhou, Hao Zhang, Kaishun Wu, Haodi Zhang |
| 2019 | IJCAI | How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset. | Yusen Liu, Fangyuan He, Haodi Zhang, Guozheng Rao, Zhiyong Feng, Yi Zhou |
| 2017 | INFOCOM | Demo abstract: An intent solver for enabling intent-based SDN. | Haodi Zhang, Yu Wang, Xiangtong Qi, Weiping Xu, Tao Peng, Shucheng Liu |
| 2016 | AAAI | Mapping Action Language BC to Logic Programs: A Characterization by Postulates. | Haodi Zhang, Fangzhen Lin |
| 2015 | IJCAI | Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond. | Haodi Zhang, Fangzhen Lin |