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2024

AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment Enabled by Large Language ModelsRui Zhang 0003, Yixin Su, Bayu Distiawan Trisedya, Xiaoyan Zhao 0005, Min Yang 0007, Hong Cheng 0001, Jianzhong Qi 0001. tkde, 36(6):2357-2371, June 2024. [doi]

Fast, accurate and explainable time series classification through randomizationNestor Cabello, Elham Naghizade, Jianzhong Qi 0001, Lars Kulik. datamine, 38(2):748-811, 2024. [doi]

Trajectory Similarity Measurement: An Efficiency PerspectiveYanchuan Chang, Egemen Tanin, Gao Cong, Christian S. Jensen, Jianzhong Qi 0001. pvldb, 17(9):2293-2306, May 2024. [doi]

Chameleon: Towards Update-Efficient Learned Indexing for Locally Skewed DataNa Guo, Yaqi Wang, Wenli Sun, Yu Gu, Jianzhong Qi 0001, Zhenghao Liu, Xiufeng Xia, Ge Yu. icde 2024: 4316-4328 [doi]

Spatial-temporal Forecasting for Regions without ObservationsXinyu Su, Jianzhong Qi 0001, Egemen Tanin, Yanchuan Chang, Majid Sarvi. edbt 2024: 488-500 [doi]

Urban Region Representation Learning with Attentive FusionFengze Sun, Jianzhong Qi 0001, Yanchuan Chang, Xiaoliang Fan, Shanika Karunasekera, Egemen Tanin. icde 2024: 4409-4421 [doi]

LTPG: Large-Batch Transaction Processing on GPUs with Deterministic Concurrency ControlJianpeng Wei, Yu Gu 0002, Tianyi Li, Jianzhong Qi 0001, Chuanwen Li, Yanfeng Zhang, Christian S. Jensen, Ge Yu 0001. icde 2024: 3865-3877 [doi]

Efficient Example-Guided Interactive Graph SearchZhuowei Zhao, Junhao Gan, Jianzhong Qi 0001, Zhifeng Bao. icde 2024: 342-354 [doi]

2023

MaaSDB: Spatial Databases in the Era of Large Language Models (Vision Paper)Jianzhong Qi 0001, Zuqing Li, Egemen Tanin. gis 2023: [doi]

A Graph and Attentive Multi-Path Convolutional Network for Traffic PredictionJianzhong Qi 0001, Zhuowei Zhao, Egemen Tanin, Tingru Cui, Neema Nassir, Majid Sarvi. tkde, 35(7):6548-6560, July 2023. [doi]

Spatial Structure-Aware Road Network Embedding via Graph Contrastive LearningYanchuan Chang, Egemen Tanin, Xin Cao, Jianzhong Qi 0001. edbt 2023: 144-156 [doi]

Contrastive Trajectory Similarity Learning with Dual-Feature AttentionYanchuan Chang, Jianzhong Qi 0001, Yuxuan Liang, Egemen Tanin. icde 2023: 2933-2945 [doi]

Fake News Detection Through Temporally Evolving User InteractionsShuzhi Gong, Richard O. Sinnott, Jianzhong Qi 0001, Cécile Paris. pakdd 2023: 137-148 [doi]

Compressed Heterogeneous Graph for Abstractive Multi-Document SummarizationMiao Li, Jianzhong Qi 0001, Jey Han Lau. AAAI 2023: 13085-13093 [doi]

Efficiently Learning Spatial IndicesGuanli Liu, Jianzhong Qi 0001, Christian S. Jensen, James Bailey 0001, Lars Kulik. icde 2023: 1572-1584 [doi]

Efficient Index Learning via Model Reuse and Fine-tuningGuanli Liu, Jianzhong Qi 0001, Lars Kulik, Kazuya Soga, Renata Borovica-Gajic, Benjamin I. P. Rubinstein. icde 2023: 60-66 [doi]

WISK: A Workload-aware Learned Index for Spatial Keyword QueriesYufan Sheng, Xin Cao 0001, Yixiang Fang, Kaiqi Zhao 0001, Jianzhong Qi 0001, Gao Cong, Wenjie Zhang 0001. pacmmod, 1(2), 2023. [doi]

A Fast Hybrid Spatial Index with External Memory SupportXinyu Su, Jianzhong Qi 0001, Egemen Tanin. icde 2023: 67-73 [doi]

TransCP: A Transformer Pointer Network for Generic Entity Description Generation With Explicit Content-PlanningBayu Distiawan Trisedya, Jianzhong Qi 0001, Hai-Tao Zheng 0002, Flora D. Salim, Rui Zhang 0003. tkde, 35(12):13070-13082, December 2023. [doi]

FedGS: Federated Graph-Based Sampling with Arbitrary Client AvailabilityZheng Wang, Xiaoliang Fan, Jianzhong Qi 0001, Haibing Jin, Peizhen Yang, Siqi Shen, Cheng Wang. AAAI 2023: 10271-10278 [doi]

Learning Region Similarities via Graph-Based Deep Metric LearningYunxiang Zhao, Jianzhong Qi 0001, Bayu Distiawan Trisedya, Yixin Su, Rui Zhang 0003, Hongguang Ren. tkde, 35(10):10237-10250, October 2023. [doi]

INCREASE: Inductive Graph Representation Learning for Spatio-Temporal KrigingChuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi 0001, Chaochao Chen, Longbiao Chen. WWW 2023: 673-683 [doi]

Annotating and Detecting Fine-grained Factual Errors for Dialogue SummarizationRongxin Zhu, Jianzhong Qi 0001, Jey Han Lau. acl 2023: 6825-6845 [doi]

2022

Distributed Hypergraph Processing Using Intersection GraphsYu Gu 0002, Kaiqiang Yu, Zhen Song, Jianzhong Qi 0001, Zhigang Wang, Ge Yu 0001, Rui Zhang 0003. tkde, 34(7):3182-3195, 2022. [doi]

A benchmark and comprehensive survey on knowledge graph entity alignment via representation learningRui Zhang 0003, Bayu Distiawan Trisedya, Miao Li, Yong Jiang 0001, Jianzhong Qi 0001. vldb, 31(5):1143-1168, 2022. [doi]

Parallel Skyline Processing Using Space Pruning on GPUChuanwen Li, Yu Gu 0002, Jianzhong Qi 0001, Ge Yu 0001. CIKM 2022: 1074-1083 [doi]

EC-Graph: A Distributed Graph Neural Network System with Error-Compensated CompressionZhen Song, Yu Gu 0002, Jianzhong Qi 0001, Zhigang Wang, Ge Yu 0001. icde 2022: 648-660 [doi]

GCP: Graph Encoder With Content-Planning for Sentence Generation From Knowledge BasesBayu Distiawan Trisedya, Jianzhong Qi 0001, Wei Wang, Rui Zhang 0003. pami, 44(11):7521-7533, 2022. [doi]

Scalable Building Height Estimation From Street Scene ImagesYunxiang Zhao, Jianzhong Qi 0001, Flip Korn, Xiangyu Wang 0001. tgrs, 60:1-18, 2022. [doi]

STPC-Net: Learn Massive Geo-Sensory Data as Spatio-Temporal Point CloudsChuanpan Zheng, Cheng Wang 0003, Xiaoliang Fan, Jianzhong Qi 0001, Xu Yan. tits, 23(8):11314-11324, 2022. [doi]

2021

Combating Selection Biases in Recommender Systems with a Few Unbiased RatingsXiaojie Wang 0003, Rui Zhang, Yu Sun, Jianzhong Qi 0001. wsdm 2021: 427-435 [doi]

Sub-trajectory Similarity Join with ObfuscationYanchuan Chang, Jianzhong Qi 0001, Egemen Tanin, Xingjun Ma, Hanan Samet. ssdbm 2021: 181-192 [doi]

Automatic Webpage BriefingYimeng Dai, Rui Zhang, Jianzhong Qi 0001. icde 2021: 1727-1738 [doi]

Latent Reasoning for Low-Resource Question GenerationXinting Huang, Jianzhong Qi 0001, Yu Sun 0021, Rui Zhang 0003. acl 2021: 3008-3022 [doi]

OpenDrop: Open-source software for pendant drop tensiometry & contact angle measurementsEugene Huang, Adam Skoufis, Terence Denning, Jianzhong Qi 0001, Raymond R. Dagastine, Rico F. Tabor, Joseph D. Berry. jossw, 6(58):2604, 2021. [doi]

Route intersection reduction with connected autonomous vehiclesSadegh Motallebi, Hairuo Xie, Egemen Tanin, Jianzhong Qi 0001, Kotagiri Ramamohanarao. geoinformatica, 25(1):99-125, 2021. [doi]

Evaluating Document Coherence ModellingAili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi 0001. tacl, 9:621-640, 2021. [doi]

Grouped-Attention for Content-Selection and Content-Plan GenerationBayu Distiawan Trisedya, Xiaojie Wang, Jianzhong Qi 0001, Rui Zhang 0003, Qingjun Cui. emnlp 2021: 1935-1944 [doi]

Adversarial Distillation for Learning with Privileged ProvisionsXiaojie Wang, Rui Zhang 0003, Yu Sun 0021, Jianzhong Qi 0001. pami, 43(3):786-797, 2021. [doi]

Federated Learning with Fair AveragingZheng Wang, Xiaoliang Fan, Jianzhong Qi 0001, Chenglu Wen, Cheng Wang, Rongshan Yu. IJCAI 2021: 1615-1623 [doi]

WGCN: Graph Convolutional Networks with Weighted Structural FeaturesYunxiang Zhao, Jianzhong Qi 0001, Qingwei Liu, Rui Zhang 0003. sigir 2021: 624-633 [doi]

2020

A Learning Based Approach to Predict Shortest-Path DistancesJianzhong Qi 0001, Wei Wang 0011, Rui Zhang 0003, Zhuowei Zhao. edbt 2020: 367-370 [doi]

Effectively Learning Spatial IndicesJianzhong Qi 0001, Guanli Liu, Christian S. Jensen, Lars Kulik. pvldb, 13(11):2341-2354, 2020. [doi]

Packing R-trees with Space-filling Curves: Theoretical Optimality, Empirical Efficiency, and Bulk-loading ParallelizabilityJianzhong Qi 0001, Yufei Tao, Yanchuan Chang, Rui Zhang 0003. TODS, 45(3), 2020. [doi]

Fast and Accurate Time Series Classification Through Supervised Interval SearchNestor Cabello, Elham Naghizade, Jianzhong Qi 0001, Lars Kulik. icdm 2020: 948-953 [doi]

Joint Recognition of Names and Publications in Academic HomepagesYimeng Dai, Jianzhong Qi 0001, Rui Zhang. wsdm 2020: 133-141 [doi]

Person Name Recognition with Fine-grained AnnotationYimeng Dai, Rui Zhang, Jianzhong Qi 0001. JCDL 2020: 243-252 [doi]

TimeSAN: A Time-Modulated Self-Attentive Network for Next Point-of-Interest RecommendationJiayuan He, Jianzhong Qi 0001, Kotagiri Ramamohanarao. ijcnn 2020: 1-8 [doi]

MALA: Cross-Domain Dialogue Generation with Action LearningXinting Huang, Jianzhong Qi 0001, Yu Sun 0021, Rui Zhang 0003. AAAI 2020: 7977-7984 [doi]

Generalizable and Explainable Dialogue Generation via Explicit Action LearningXinting Huang, Jianzhong Qi 0001, Yu Sun 0021, Rui Zhang 0003. emnlp 2020: 3981-3991 [doi]

Semi-Supervised Dialogue Policy Learning via Stochastic Reward EstimationXinting Huang, Jianzhong Qi 0001, Yu Sun 0021, Rui Zhang 0003. acl 2020: 660-670 [doi]

Short-Term and Long-Term Context Aggregation Network for Video InpaintingAng Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi 0001, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri. eccv 2020: 728-743 [doi]

A General Approach to Multimodal Document Quality AssessmentAili Shen, Bahar Salehi, Jianzhong Qi 0001, Timothy Baldwin. jair, 68:607-632, 2020. [doi]

Sentence Generation for Entity Description with Content-Plan AttentionBayu Distiawan Trisedya, Jianzhong Qi 0001, Rui Zhang. AAAI 2020: 9057-9064 [doi]

Efficient processing of moving collective spatial keyword queriesHongfei Xu, Yu Gu 0002, Yu Sun 0021, Jianzhong Qi 0001, Ge Yu 0001, Rui Zhang 0003. vldb, 29(4):841-865, 2020. [doi]

Highly Efficient and Scalable Multi-hop Ride-sharingYixin Xu, Lars Kulik, Renata Borovica-Gajic, Abdullah AlDwyish, Jianzhong Qi 0001. gis 2020: 215-226 [doi]

GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric PropertiesYixin Xu, Jianzhong Qi 0001, Renata Borovica-Gajic, Lars Kulik. ssdbm 2020: [doi]

HexCNN: A Framework for Native Hexagonal Convolutional Neural NetworksYunxiang Zhao, Qiuhong Ke, Flip Korn, Jianzhong Qi 0001, Rui Zhang 0003. icdm 2020: 1424-1429 [doi]

GMAN: A Graph Multi-Attention Network for Traffic PredictionChuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi 0001. AAAI 2020: 1234-1241 [doi]

2019

GOAL: a clustering-based method for the group optimal location problemFangshu Chen, Jianzhong Qi 0001, Huaizhong Lin, Yunjun Gao, Dongming Lu. kais, 61(2):873-903, 2019. [doi]

Query-Aware Bayesian Committee Machine for Scalable Gaussian Process RegressionJiayuan He, Jianzhong Qi 0001, Kotagiri Ramamohanarao. sdm 2019: 208-216 [doi]

kNN query processing in metric space based on influential setsChuanwen Li, Yu Gu 0002, Jianzhong Qi 0001, Rui Zhang 0003, Ge Yu 0001. is, 83:126-144, 2019. [doi]

Streaming Route Assignment for Connected Autonomous Vehicles (Systems Paper)Sadegh Motallebi, Hairuo Xie, Egemen Tanin, Jianzhong Qi 0001, Kotagiri Ramamohanarao. gis 2019: 408-411 [doi]

Modelling Uncertainty in Collaborative Document Quality AssessmentAili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi 0001, Timothy Baldwin. aclnut 2019: 191-201 [doi]

Feature-guided Neural Model Training for Supervised Document Representation LearningAili Shen, Bahar Salehi, Jianzhong Qi 0001, Timothy Baldwin. acl-alta 2019: 47-51 [doi]

A Joint Model for Multimodal Document Quality AssessmentAili Shen, Bahar Salehi, Timothy Baldwin, Jianzhong Qi 0001. JCDL 2019: 107-110 [doi]

Generating traffic data for any city using SMARTS simulatorHairuo Xie, Egemen Tanin, Kotagiri Ramamohanarao, Shanika Karunasekera, Lars Kulik, Rui Zhang 0003, Jianzhong Qi 0001. sigspatial, 11(1):22-28, 2019. [doi]

Diversifying Top-k Routes with Spatial ConstraintsHongfei Xu, Yu Gu 0002, Jianzhong Qi 0001, Jiayuan He, Ge Yu 0001. jcst, 34(4):818-838, 2019. [doi]

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