| 2026 | ACL | AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. | Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiao Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, J. I Yi, Gong Zhang, Renhai Chen, Yangqiu Song |
| 2026 | SP | APEX: Accurate Parallel Expressive Homomorphic Execution for Encrypted Databases. | Wei Chen, Qi Hu, Siu-Ming Yiu, Heming Cui |
| 2025 | AAAI | Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models. | Haoran Li, Yulin Chen, Zihao Zheng, Qi Hu, Chunkit Chan, Heshan Liu, Yangqiu Song |
| 2025 | ACL | PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance. | Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | CGI | Scale-Aware Guidance Network for SAR Ship Detection. | Wenjing Jiang, Ming Liu, Yue Yu, Qi Hu |
| 2025 | EMNLP | Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning. | Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | EMNLP | MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol. | Huihao Jing, Haoran Li, Wenbin Hu, Qi Hu, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | TrustCom | GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection. | Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Qi Hu, Yan Li, Chang Liu |
| 2025 | SP | Opera: Achieving Secure and High-Performance OLAP with Parallelized Homomorphic Comparisons. | Qi Hu, Wei Chen, Tianxiang Shen, Xin Yao, Nicholas Zhang, Heming Cui, Siu-Ming Yiu |
| 2024 | ACL | PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. | Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song |
| 2024 | ESORICS | HEDAS: Secure and Efficient Distributed OLAP Using Fully Homomorphic Encryption. | Yu Tian, Tianxiang Shen, Qi Hu, Wei Chen, Heming Cui, Ji Qi |
| 2024 | KDD | Privacy-Preserved Neural Graph Databases. | Qi Hu, Haoran Li, Jiaxin Bai, Zihao Wang, Yangqiu Song |
| 2024 | WSDM | User Consented Federated Recommender System Against Personalized Attribute Inference Attack. | Qi Hu, Yangqiu Song |
| 2023 | CIKM | Independent Distribution Regularization for Private Graph Embedding. | Qi Hu, Yangqiu Song |
| 2023 | ICA3PP | LAST: An Efficient In-place Static Binary Translator for RISC Architectures. | Yanzhi Lan, Qi Hu, Gen Niu, Xinyu Li, Liangpu Wang, Fuxin Zhang |
| 2023 | ICASSP | Robust Binaural Sound Localisation with Temporal Attention. | Qi Hu, Ning Ma, Guy J. Brown |
| 2023 | ICDE | Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search. | Bolong Zheng, Ziyang Yue, Qi Hu, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen |
| 2021 | ICDE | SOUP: A Fleet Management System for Passenger Demand Prediction and Competitive Taxi Supply. | Qi Hu, Lingfeng Ming, Ruijie Xi, Lu Chen, Christian S. Jensen, Bolong Zheng |
| 2021 | RecSys | Jointly Optimize Capacity, Latency and Engagement in Large-scale Recommendation Systems. | Hitesh Khandelwal, Viet Ha-Thuc, Avishek Dutta, Yining Lu, Nan Du, Zhihao Li, Qi Hu |
| 2018 | ACL | An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking. | Puyang Xu, Qi Hu |
| 2017 | FUSION | An improved extended state estimation approach for maneuvering target tracking using random matrix. | Qi Hu, Hongbing Ji, Yongquan Zhang |
| 2017 | ICONIP | Multi-view Label Space Dimension Reduction. | Qi Hu, Pengfei Zhu, Changqing Zhang, Qinghua Hu |
| 2016 | GLOBECOM | A Traffic Based Lightweight Attack Detection Scheme for VoLTE. | Na Ruan, Qi Hu, Lei Gao, Haojin Zhu, Qingshui Xue, Weijia Jia, Jingyu Cui |
| 2016 | ICDCS | Toward Optimal DoS-Resistant Authentication in Crowdsensing Networks via Evolutionary Game. | Na Ruan, Lei Gao, Haojin Zhu, Weijia Jia, Xiang Li, Qi Hu |
| 2012 | HPCC | Scalable Distributed Fast Multipole Methods. | Qi Hu, Nail A. Gumerov, Ramani Duraiswami |
| 2012 | INFOCOM | Design and performance study of a Topology-Hiding Multipath Routing protocol for mobile ad hoc networks. | Yujun Zhang, Guiling Wang, Qi Hu, Zhongcheng Li, Jie Tian |
| 2012 | IGARSS | Wind-shear prediction with airport LIDAR data. | Yuan-Xiang Li, Qi Hu, Shi-Qian Liu |
| 2012 | SC | Abstract: Scalable Fast Multipole Methods for Vortex Element Methods. | Qi Hu, Nail A. Gumerov, Rio Yokota, Lorena A. Barba, Ramani Duraiswami |
| 2012 | SC | Poster: Scalable Fast Multipole Methods for Vortex Element Methods. | Qi Hu, Nail A. Gumerov, Rio Yokota, Lorena A. Barba, Ramani Duraiswami |
| 2011 | SC | Scalable fast multipole methods on distributed heterogeneous architectures. | Qi Hu, Nail A. Gumerov, Ramani Duraiswami |