| 2026 | AAAI | Hybrid Routing for a Mixture of LoRA Experts. | Yitong Huang, Ziqi Yang, Zihui Wang, Jianzhong Qi, Rongshan Yu, Xiaoliang Fan, Cheng Wang |
| 2026 | AAAI | Towards Synthesizing High-Dimensional Tabular Data with Limited Samples. | Zuqing Li, Junhao Gan, Jianzhong Qi |
| 2026 | AAAI | Generalising Traffic Forecasting to Regions Without Traffic Observations. | Xinyu Su, Majid Sarvi, Feng Liu, Egemen Tanin, Jianzhong Qi |
| 2026 | ACL | SPIDE: Serial and Parallel Intertwined Speculative Decoding. | Wenru Xu, Peixuan Xu, Ziqi Yang, Ming Hu, Zihui Wang, Jianzhong Qi, Rongshan Yu, Xiaoliang Fan, Cheng Wang |
| 2026 | SIGIR | Multi-Sourced, Multi-Agent Evidence Retrieval for Fact-Checking. | Shuzhi Gong, Richard O. Sinnott, Jianzhong Qi, Ccile Paris, Preslav Nakov, Zhuohan Xie |
| 2026 | SIGIR | MuseKG: An Interactive Knowledge Graph Over Museum Collections. | Jinhao Li, Jianzhong Qi, Soyeon Caren Han, Eun-Jung Holden |
| 2025 | AAAI | FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning. | Renqiang Luo, Huafei Huang, Ivan Lee, Chengpei Xu, Jianzhong Qi, Feng Xia |
| 2025 | AAAI | Accurate and Regret-Aware Numerical Problem Solver for Tabular Question Answering. | Yuxiang Wang, Jianzhong Qi, Junhao Gan |
| 2025 | COLING | Factual Dialogue Summarization via Learning from Large Language Models. | Rongxin Zhu, Jey Han Lau, Jianzhong Qi |
| 2025 | EDBT | Learned Indexes with Distribution Smoothing via Virtual Points. | Kasun Amarasinghe, Farhana Choudhury, Jianzhong Qi, James Bailey |
| 2025 | EDBT | SemaSK: Answering Semantics-aware Spatial Keyword Queries with Large Language Models. | Zesong Zhang, Jianzhong Qi, Xin Cao, Christian S. Jensen |
| 2025 | EMNLP | Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation. | Shengxiang Gao, Jey Han Lau, Jianzhong Qi |
| 2025 | ICDE | Tailoring the Shapley Value for In-Context Example Selection Towards Data Wrangling. | Zheng Liang, Hongzhi Wang, Xiaoou Ding, Zhiyu Liang, Chen Liang, Yafeng Tang, Jianzhong Qi |
| 2025 | ICLR | Attribute-based Visual Reprogramming for Vision-Language Models. | Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu |
| 2025 | ICML | Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts. | Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu |
| 2025 | IJCAI | DualCast: A Model to Disentangle Aperiodic Events from Traffic Series. | Xinyu Su, Feng Liu, Yanchuan Chang, Egemen Tanin, Majid Sarvi, Jianzhong Qi |
| 2025 | IJCNN | Multi-Scale Node Neighborhood Aggregation Via Graph Coarsening and Transformer. | Mohammadreza Ghanbari, Saeed Asadi Bagloee, Jianzhong Qi, Majid Sarvi |
| 2025 | KDD | FlexiReg: Flexible Urban Region Representation Learning. | Fengze Sun, Yanchuan Chang, Egemen Tanin, Shanika Karunasekera, Jianzhong Qi |
| 2025 | KDD | Dynamic Structural Clustering Unleashed: Flexible Similarities, Versatile Updates and for All Parameters. | Zhuowei Zhao, Junhao Gan, Boyu Ruan, Zhifeng Bao, Jianzhong Qi, Sibo Wang |
| 2025 | PAKDD | CLEAR: Cluster-Based Prompt Learning on Heterogeneous Graphs. | Feiyang Wang, Zhongbao Zhang, Junda Ye, Li Sun, Jianzhong Qi |
| 2025 | WWW | Unseen Fake News Detection Through Casual Debiasing. | Shuzhi Gong, Richard O. Sinnott, Jianzhong Qi, Ccile Paris |
| 2024 | ADMA | Feature-Aware Unsupervised Detection of Important Nodes in Graphs. | Mohammadreza Ghanbari, Saeed Asadi Bagloee, Jianzhong Qi, Majid Sarvi |
| 2024 | EDBT | Spatial-temporal Forecasting for Regions without Observations. | Xinyu Su, Jianzhong Qi, Egemen Tanin, Yanchuan Chang, Majid Sarvi |
| 2024 | ICDE | Chameleon: Towards Update-Efficient Learned Indexing for Locally Skewed Data. | Na Guo, Yaqi Wang, Wenli Sun, Yu Gu, Jianzhong Qi, Zhenghao Liu, Xiufeng Xia, Ge Yu |
| 2024 | ICDE | Urban Region Representation Learning with Attentive Fusion. | Fengze Sun, Jianzhong Qi, Yanchuan Chang, Xiaoliang Fan, Shanika Karunasekera, Egemen Tanin |
| 2024 | ICDE | LTPG: Large-Batch Transaction Processing on GPUs with Deterministic Concurrency Control. | Jianpeng Wei, Yu Gu, Tianyi Li, Jianzhong Qi, Chuanwen Li, Yanfeng Zhang, Christian S. Jensen, Ge Yu |
| 2024 | ICDE | Efficient Example-Guided Interactive Graph Search. | Zhuowei Zhao, Junhao Gan, Jianzhong Qi, Zhifeng Bao |
| 2024 | ICML | Sample-specific Masks for Visual Reprogramming-based Prompting. | Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu |
| 2024 | SIGCSE | Learning with Style: Improving Student Code-Style Through Better Automated Feedback. | Liam Saliba, Elisa Shioji, Eduardo Oliveira, Shaanan Cohney, Jianzhong Qi |
| 2023 | AAAI | Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization. | Miao Li, Jianzhong Qi, Jey Han Lau |
| 2023 | AAAI | FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability. | Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Haibing Jin, Peizhen Yang, Siqi Shen, Cheng Wang |
| 2023 | ACL | Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization. | Rongxin Zhu, Jianzhong Qi, Jey Han Lau |
| 2023 | EDBT | Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning. | Yanchuan Chang, Egemen Tanin, Xin Cao, Jianzhong Qi |
| 2023 | ICDE | Contrastive Trajectory Similarity Learning with Dual-Feature Attention. | Yanchuan Chang, Jianzhong Qi, Yuxuan Liang, Egemen Tanin |
| 2023 | ICDE | Efficiently Learning Spatial Indices. | Guanli Liu, Jianzhong Qi, Christian S. Jensen, James Bailey, Lars Kulik |
| 2023 | ICDE | Efficient Index Learning via Model Reuse and Fine-tuning. | Guanli Liu, Jianzhong Qi, Lars Kulik, Kazuya Soga, Renata Borovica-Gajic, Benjamin I. P. Rubinstein |
| 2023 | ICDE | A Fast Hybrid Spatial Index with External Memory Support. | Xinyu Su, Jianzhong Qi, Egemen Tanin |
| 2023 | PAKDD | Fake News Detection Through Temporally Evolving User Interactions. | Shuzhi Gong, Richard O. Sinnott, Jianzhong Qi, Ccile Paris |
| 2023 | WWW | INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging. | Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi, Chaochao Chen, Longbiao Chen |
| 2022 | CIKM | Parallel Skyline Processing Using Space Pruning on GPU. | Chuanwen Li, Yu Gu, Jianzhong Qi, Ge Yu |
| 2022 | ICDE | EC-Graph: A Distributed Graph Neural Network System with Error-Compensated Compression. | Zhen Song, Yu Gu, Jianzhong Qi, Zhigang Wang, Ge Yu |
| 2021 | ACL | Latent Reasoning for Low-Resource Question Generation. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang |
| 2021 | EMNLP | Grouped-Attention for Content-Selection and Content-Plan Generation. | Bayu Distiawan Trisedya, Xiaojie Wang, Jianzhong Qi, Rui Zhang, Qingjun Cui |
| 2021 | ICDE | Automatic Webpage Briefing. | Yimeng Dai, Rui Zhang, Jianzhong Qi |
| 2021 | IJCAI | Federated Learning with Fair Averaging. | Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu |
| 2021 | SIGIR | WGCN: Graph Convolutional Networks with Weighted Structural Features. | Yunxiang Zhao, Jianzhong Qi, Qingwei Liu, Rui Zhang |
| 2021 | WSDM | Combating Selection Biases in Recommender Systems with a Few Unbiased Ratings. | Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi |
| 2021 | SSDBM | Sub-trajectory Similarity Join with Obfuscation. | Yanchuan Chang, Jianzhong Qi, Egemen Tanin, Xingjun Ma, Hanan Samet |
| 2020 | AAAI | MALA: Cross-Domain Dialogue Generation with Action Learning. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang |
| 2020 | AAAI | Sentence Generation for Entity Description with Content-Plan Attention. | Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang |
| 2020 | AAAI | GMAN: A Graph Multi-Attention Network for Traffic Prediction. | Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi |
| 2020 | ACL | Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang |
| 2020 | ECCV | Short-Term and Long-Term Context Aggregation Network for Video Inpainting. | Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri |
| 2020 | EDBT | A Learning Based Approach to Predict Shortest-Path Distances. | Jianzhong Qi, Wei Wang, Rui Zhang, Zhuowei Zhao |
| 2020 | EMNLP | Generalizable and Explainable Dialogue Generation via Explicit Action Learning. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang |
| 2020 | ICDM | Fast and Accurate Time Series Classification Through Supervised Interval Search. | Nestor Cabello, Elham Naghizade, Jianzhong Qi, Lars Kulik |
| 2020 | ICDM | HexCNN: A Framework for Native Hexagonal Convolutional Neural Networks. | Yunxiang Zhao, Qiuhong Ke, Flip Korn, Jianzhong Qi, Rui Zhang |
| 2020 | IJCNN | TimeSAN: A Time-Modulated Self-Attentive Network for Next Point-of-Interest Recommendation. | Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao |
| 2020 | WSDM | Joint Recognition of Names and Publications in Academic Homepages. | Yimeng Dai, Jianzhong Qi, Rui Zhang |
| 2020 | SSDBM | GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties. | Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik |
| 2019 | AAAI | Entity Alignment between Knowledge Graphs Using Attribute Embeddings. | Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang |
| 2019 | ACL | Neural Relation Extraction for Knowledge Base Enrichment. | Bayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi, Rui Zhang |
| 2019 | ICDE | A Joint Context-Aware Embedding for Trip Recommendations. | Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao |
| 2019 | ICDE | DBSVEC: Density-Based Clustering Using Support Vector Expansion. | Zhen Wang, Rui Zhang, Jianzhong Qi, Bo Yuan |
| 2019 | ICML | Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random. | Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi |
| 2019 | IJCAI | Generative Image Inpainting with Submanifold Alignment. | Ang Li, Jianzhong Qi, Rui Zhang, Xingjun Ma, Kotagiri Ramamohanarao |
| 2019 | IJCNN | CARL: Aggregated Search with Context-Aware Module Embedding Learning. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang, Hai-Tao Zheng |
| 2019 | IJCNN | Boosted GAN with Semantically Interpretable Information for Image Inpainting. | Ang Li, Jianzhong Qi, Rui Zhang, Ramamohanarao Kotagiri |
| 2019 | WWW | CBHE: Corner-based Building Height Estimation for Complex Street Scene Images. | Yunxiang Zhao, Jianzhong Qi, Rui Zhang |
| 2019 | SDM | Query-Aware Bayesian Committee Machine for Scalable Gaussian Process Regression. | Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao |
| 2018 | ACL | GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data. | Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang, Wei Wang |
| 2018 | DASFAA | Finding All Nearest Neighbors with a Single Graph Traversal. | Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik |
| 2018 | EMNLP | PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages. | Yiqing Zhang, Jianzhong Qi, Rui Zhang, Chuandong Yin |
| 2018 | ICDE | A GPU Accelerated Update Efficient Index for kNN Queries in Road Networks. | Chuanwen Li, Yu Gu, Jianzhong Qi, Jiayuan He, Qingxu Deng, Ge Yu |
| 2018 | ICDE | Continuous Maintenance of Range Sum Heat Maps. | Jianzhong Qi, Vivek Kumar, Rui Zhang, Egemen Tanin, Goce Trajcevski, Peter Scheuermann |
| 2018 | ICWS | CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-Domain Urban Big Data. | Xiaoliang Fan, Chang Xu, Fang Tang, Jianzhong Qi, Xiao Liu, Longbiao Chen, Cheng Wang |
| 2018 | PAKDD | A Joint Optimization Approach for Personalized Recommendation Diversification. | Xiaojie Wang, Jianzhong Qi, Kotagiri Ramamohanarao, Yu Sun, Bo Li, Rui Zhang |
| 2018 | PAKDD | Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning. | Chuandong Yin, Rui Zhang, Jianzhong Qi, Yu Sun, Tenglun Tan |
| 2018 | PAKDD | Citation Field Learning by RNN with Limited Training Data. | Yiqing Zhang, Yimeng Dai, Jianzhong Qi, Xinxing Xu, Rui Zhang |
| 2018 | WISE | Web Page Template and Data Separation for Better Maintainability. | Chenxu Zhao, Rui Zhang, Jianzhong Qi |
| 2017 | ADC | The Flexible Group Spatial Keyword Query. | Sabbir Ahmad, Rafi Kamal, Mohammed Eunus Ali, Jianzhong Qi, Peter Scheuermann, Egemen Tanin |
| 2017 | ICDE | The Moving K Diversified Nearest Neighbor Query. | Yu Gu, Guanli Liu, Jianzhong Qi, Hongfei Xu, Ge Yu, Rui Zhang |
| 2016 | ICDE | INSQ: An influential neighbor set based moving kNN query processing system. | Chuanwen Li, Yu Gu, Jianzhong Qi, Ge Yu, Rui Zhang, Qingxu Deng |
| 2016 | ICDE | Reverse nearest neighbor heat maps: A tool for influence exploration. | Yu Sun, Rui Zhang, Andy Yuan Xue, Jianzhong Qi, Xiaoyong Du |
| 2015 | ADC | A Domain Independent Approach for Extracting Terms from Research Papers. | Birong Jiang, Endong Xun, Jianzhong Qi |
| 2015 | EDBT | K-Nearest Neighbor Temporal Aggregate Queries. | Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang |
| 2015 | ICDE | The safest path via safe zones. | Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Zeyi Wen |
| 2014 | ADC | Efficient Subgraph Matching Using GPUs. | Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, Jianzhong Qi |
| 2014 | ICDM | MASCOT: Fast and Highly Scalable SVM Cross-Validation Using GPUs and SSDs. | Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Jianzhong Qi, Kerry L. Taylor |
| 2012 | ADC | A Branch and Bound Method for Min-dist Location Selection Queries. | Jianzhong Qi, Zhenghua Xu, Yuan Xue, Zeyi Wen |
| 2012 | ICDE | The Min-dist Location Selection Query. | Jianzhong Qi, Rui Zhang, Lars Kulik, Dan Lin, Yuan Xue |
| 2011 | CIKM | Top-k most influential locations selection. | Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He |