Jinghuang Lin, Yifan He, Weixia Xu, Jihong Guan, Ji Zhang, Shuigeng Zhou: Latent feature reconstruction for unsupervised anomaly detection. Appl. Intell. 53(20): 23628-23640 (2023) Ailin Xie, Ziqiao Zhang, Jihong Guan, Shuigeng Zhou: Self-supervised learning with chemistry-aware fragmentation for effective molecular property prediction. Briefings Bioinform. 24(5) (2023) Hao Zhang, Chuanxu Yan, Yewei Xia, Jihong Guan, Shuigeng Zhou: Causal Gene Identification Using Non-Linear Regression-Based Independence Tests. IEEE ACM Trans. Comput. Biol. Bioinform. 20(1): 185-195 (2023) Tianying Liu, Lu Zhang, Yang Wang, Jihong Guan, Yanwei Fu, Jiajia Zhao, Shuigeng Zhou: Recent Few-shot Object Detection Algorithms: A Survey with Performance Comparison. ACM Trans. Intell. Syst. Technol. 14(4): 66:1-66:36 (2023) Hanchen Yang, Wengen Li, Siyun Hou, Jihong Guan, Shuigeng Zhou: HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction. ACM Trans. Intell. Syst. Technol. 14(4): 73:1-73:19 (2023) Hao Zhang, Yewei Xia, Kun Zhang, Shuigeng Zhou, Jihong Guan: Conditional Independence Test Based on Residual Similarity. ACM Trans. Knowl. Discov. Data 17(8): 117:1-117:18 (2023) Yifan He, Zhao Li, Zhenpeng Li, Shuigeng Zhou, Ting Yu, Ji Zhang: Towards Cross-Lingual Multi-Modal Misinformation Detection for E-Commerce Management. IEEE Trans. Netw. Serv. Manag. 20(2): 1040-1050 (2023) Yixin Ren, Hao Zhang, Yewei Xia, Jihong Guan, Shuigeng Zhou: Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance. AAAI 2023: 6499-6506 Yuanfeng Ji, Lu Zhang, Jiaxiang Wu, Bingzhe Wu, Lanqing Li, Long-Kai Huang, Tingyang Xu, Yu Rong, Jie Ren, Ding Xue, Houtim Lai, Wei Liu, Junzhou Huang, Shuigeng Zhou, Ping Luo, Peilin Zhao, Yatao Bian: DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery - a Focus on Affinity Prediction Problems with Noise Annotations. AAAI 2023: 8023-8031 Hao Zhang, Yewei Xia, Yixin Ren, Jihong Guan, Shuigeng Zhou: Differentially Private Nonlinear Causal Discovery from Numerical Data. AAAI 2023: 12321-12328 Yuzhong Peng, Hao Zhang, Ziqiao Zhang, Yanmei Lin, Shuigeng Zhou, Shaojie Qiao: GEP-DL4Mol: A Novel Molecular Deep-learning Model Optimization Framework for Boosting Molecular Properties Prediction*. BIBM 2023: 432-435 Yixin Ren, Li Ke, Dong Li, Hui Xue, Zhao Li, Shuigeng Zhou: Incremental Graph Classification by Class Prototype Construction and Augmentation. CIKM 2023: 2136-2145 Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou: GIPA: A General Information Propagation Algorithm for Graph Learning. DASFAA (4) 2023: 465-476 Lu Zhang, Chenbo Zhang, Jiajia Zhao, Jihong Guan, Shuigeng Zhou: Meta-ZSDETR: Zero-shot DETR with Meta-learning. ICCV 2023: 6822-6831 Yuxi Mi, Yuge Huang, Jiazhen Ji, Minyi Zhao, Jiaxiang Wu, Xingkun Xu, Shouhong Ding, Shuigeng Zhou: Privacy-Preserving Face Recognition Using Random Frequency Components. ICCV 2023: 19616-19627 Yewei Xia, Hao Zhang, Yixin Ren, Jihong Guan, Shuigeng Zhou: Causal Discovery by Continuous Optimization with Conditional Independence Constraint: Methodology and Performance. ICDM 2023: 668-677 Xianliang Huang, Yining Lang, Ying Guo, Yuan He, Hui Xue, Li Zhao, Shuigeng Zhou: DR-Net: A Multi-View Face Synthesis Network Driven by Dual Representation. ICME 2023: 1751-1756 Fan Yi, Jiaxiang Wu, Minyi Zhao, Shuigeng Zhou: Anime Character Identification and Tag Prediction by Multimodality Modeling: Dataset and Model. IJCNN 2023: 1-8 Yongxin Yu, Minyi Zhao, Shuigeng Zhou: Boosting Aspect Sentiment Quad Prediction by Data Augmentation and Self-Training. IJCNN 2023: 1-8 Xianliang Huang, Jiajie Gou, Shuhang Chen, Zhizhou Zhong, Jihong Guan, Shuigeng Zhou: IDDR-NGP: Incorporating Detectors for Distractors Removal with Instant Neural Radiance Field. ACM Multimedia 2023: 1343-1351 Huan Liu, Lu Zhang, Jihong Guan, Shuigeng Zhou: Zero-Shot Object Detection by Semantics-Aware DETR with Adaptive Contrastive Loss. ACM Multimedia 2023: 4421-4430 Minyi Zhao, Shijie Xuyang, Jihong Guan, Shuigeng Zhou: STIRER: A Unified Model for Low-Resolution Scene Text Image Recovery and Recognition. ACM Multimedia 2023: 7530-7539 Minyi Zhao, Jinpeng Wang, Dongliang Liao, Yiru Wang, Huanzhong Duan, Shuigeng Zhou: Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer. SIGIR 2023: 1262-1272 Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou: GIPA++: A General Information Propagation Algorithm for Graph Learning. CoRR abs/2301.08209 (2023) Ziqiao Zhang, Bangyi Zhao, Ailin Xie, Yatao Bian, Shuigeng Zhou: Activity Cliff Prediction: Dataset and Benchmark. CoRR abs/2302.07541 (2023) Ziqiao Zhang, Ailin Xie, Jihong Guan, Shuigeng Zhou: Molecular Property Prediction by Semantic-invariant Contrastive Learning. CoRR abs/2303.06902 (2023) Minyi Zhao, Jinpeng Wang, Dongliang Liao, Yiru Wang, Huanzhong Duan, Shuigeng Zhou: Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer. CoRR abs/2305.04072 (2023) Hanchen Yang, Wengen Li, Shuyu Wang, Hui Li, Jihong Guan, Shuigeng Zhou, Jiannong Cao: Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies, and Opportunities. CoRR abs/2307.10803 (2023) Minyi Zhao, Yi Xu, Bingjia Li, Jie Wang, Jihong Guan, Shuigeng Zhou: HiREN: Towards Higher Supervision Quality for Better Scene Text Image Super-Resolution. CoRR abs/2307.16410 (2023) Yuxi Mi, Hongquan Liu, Yewei Xia, Yiheng Sun, Jihong Guan, Shuigeng Zhou: Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings. CoRR abs/2308.02362 (2023) Lu Zhang, Chenbo Zhang, Jiajia Zhao, Jihong Guan, Shuigeng Zhou: Meta-ZSDETR: Zero-shot DETR with Meta-learning. CoRR abs/2308.09540 (2023) Yuxi Mi, Yuge Huang, Jiazhen Ji, Minyi Zhao, Jiaxiang Wu, Xingkun Xu, Shouhong Ding, Shuigeng Zhou: Privacy-Preserving Face Recognition Using Random Frequency Components. CoRR abs/2308.10461 (2023) Siyuan Guo, Jihong Guan, Shuigeng Zhou: Diffusing on Two Levels and Optimizing for Multiple Properties: A Novel Approach to Generating Molecules with Desirable Properties. CoRR abs/2310.04463 (2023) Weikang Jiang, Jinxian Wang, Jihong Guan, Shuigeng Zhou: scRNA-seq Data Clustering by Cluster-aware Iterative Contrastive Learning. CoRR abs/2312.16600 (2023) Bangyi Zhao, Weixia Xu, Jihong Guan, Shuigeng Zhou: Molecular Property Prediction Based on Graph Structure Learning. CoRR abs/2312.16855 (2023) Yanglan Gan, Xingyu Huang, Guobing Zou, Shuigeng Zhou, Jihong Guan: Deep structural clustering for single-cell RNA-seq data jointly through autoencoder and graph neural network. Briefings Bioinform. 23(2) (2022) Fei Li, Ziqiao Zhang, Jihong Guan, Shuigeng Zhou: Effective drug-target interaction prediction with mutual interaction neural network. Bioinform. 38(14): 3582-3589 (2022) Weixia Xu, Yunfeng Dong, Jihong Guan, Shuigeng Zhou: Identifying essential proteins from protein-protein interaction networks based on influence maximization. BMC Bioinform. 23-S(8): 339 (2022) Siyun Hou, Wengen Li, Tianying Liu, Shuigeng Zhou, Jihong Guan, Rufu Qin, Zhenfeng Wang: MIMO: A Unified Spatio-Temporal Model for Multi-Scale Sea Surface Temperature Prediction. Remote. Sens. 14(10): 2371 (2022) Yanglan Gan, Ning Li, Cheng Guo, Guobing Zou, Jihong Guan, Shuigeng Zhou: TiC2D: Trajectory Inference From Single-Cell RNA-Seq Data Using Consensus Clustering. IEEE ACM Trans. Comput. Biol. Bioinform. 19(4): 2512-2522 (2022) Ruiyi Li, Zhiye Wang, Jihong Guan, Shuigeng Zhou: Effectively Clustering Single Cell RNA Sequencing Data by Sparse Representation. IEEE ACM Trans. Comput. Biol. Bioinform. 19(6): 3425-3434 (2022) Yi Yang, Shuigeng Zhou, Jihong Guan, Chuansheng Shen: The Complexities of Random-Turn Hex, Square, and Triangle Games. IEEE Trans. Games 14(2): 180-190 (2022) Zhiwei Cao, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Guanrong Chen: Link Weight Prediction Using Weight Perturbation and Latent Factor. IEEE Trans. Cybern. 52(3): 1785-1797 (2022) Hao Zhang, Shuigeng Zhou, Chuanxu Yan, Jihong Guan, Xin Wang, Ji Zhang, Jun Huan: Learning Causal Structures Based on Divide and Conquer. IEEE Trans. Cybern. 52(5): 3232-3243 (2022) Ting Jiang, Yang Zhang, Minhao Zhang, Ting Yu, Yizheng Chen, Chenhao Lu, Ji Zhang, Zhao Li, Jun Gao, Shuigeng Zhou: A Survey on Contact Tracing: The Latest Advancements and Challenges. ACM Trans. Spatial Algorithms Syst. 8(2): 1-35 (2022) Kai Huang, Haibo Hu, Shuigeng Zhou, Jihong Guan, Qingqing Ye, Xiaofang Zhou: Privacy and efficiency guaranteed social subgraph matching. VLDB J. 31(3): 581-602 (2022) Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan: Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery. AAAI 2022: 5942-5949 Bingjia Li, Jie Wang, Minyi Zhao, Shuigeng Zhou: Two-Stage Multimodality Fusion for High-Performance Text-Based Visual Question Answering. ACCV (4) 2022: 658-674 Siyuan Guo, Tianying Liu, Wengen Li, Jihong Guan, Shuigeng Zhou: Fusing Geometric and Scene Information for Cross-View Geo-Localization. CIKM 2022: 3978-3982 Wanyang Xu, Wengen Li, Jihong Guan, Shuigeng Zhou: BidH: A Bidirectional Hierarchical Model for Nested Named Entity Recognition. CIKM 2022: 4600-4604 Changsheng Xu, Zhenlong Xu, Yifan He, Shuigeng Zhou, Jihong Guan: Multi-Modal Learning with Text Merging for TEXTVQA. ICASSP 2022: 1985-1989 Mohamed Jaward Bah, Ji Zhang, Ting Yu, Feng Xia, Zhao Li, Shuigeng Zhou, Hongzhi Wang: A Generative Adversarial Active Learning Method for Effective Outlier Detection. ICTAI 2022: 131-139 Minyi Zhao, Miao Wang, Fan Bai, Bingjia Li, Jie Wang, Shuigeng Zhou: C3-STISR: Scene Text Image Super-resolution with Triple Clues. IJCAI 2022: 1707-1713 Lu Zhang, Yang Wang, Jiaogen Zhou, Chenbo Zhang, Yinglu Zhang, Jihong Guan, Yatao Bian, Shuigeng Zhou: Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method. ACM Multimedia 2022: 2002-2011 Yuxi Mi, Yuge Huang, Jiazhen Ji, Hongquan Liu, Xingkun Xu, Shouhong Ding, Shuigeng Zhou: DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain. ACM Multimedia 2022: 6755-6764 Minyi Zhao, Lu Zhang, Yi Xu, Jiandong Ding, Jihong Guan, Shuigeng Zhou: EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification. NAACL-HLT 2022: 4742-4752 Minyi Zhao, Bingjia Li, Jie Wang, Wanqing Li, Wenjing Zhou, Lan Zhang, Shijie Xuyang, Zhihang Yu, Xinkun Yu, Guangze Li, Aobotao Dai, Shuigeng Zhou: Towards Video Text Visual Question Answering: Benchmark and Baseline. NeurIPS 2022 Changsheng Xu, Yang Wang, Fan Bai, Jihong Guan, Shuigeng Zhou: Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities. WACV 2022: 1332-1339 Yuanfeng Ji, Lu Zhang, Jiaxiang Wu, Bingzhe Wu, Long-Kai Huang, Tingyang Xu, Yu Rong, Lanqing Li, Jie Ren, Ding Xue, Houtim Lai, Shaoyong Xu, Jing Feng, Wei Liu, Ping Luo, Shuigeng Zhou, Junzhou Huang, Peilin Zhao, Yatao Bian: DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery - A Focus on Affinity Prediction Problems with Noise Annotations. CoRR abs/2201.09637 (2022) Yuxi Mi, Jihong Guan, Shuigeng Zhou: ARIBA: Towards Accurate and Robust Identification of Backdoor Attacks in Federated Learning. CoRR abs/2202.04311 (2022) Wenbin Zhang, Jeremy C. Weiss, Shuigeng Zhou, Toby Walsh: Fairness Amidst Non-IID Graph Data: A Literature Review. CoRR abs/2202.07170 (2022) Tianying Liu, Lu Zhang, Yang Wang, Jihong Guan, Yanwei Fu, Shuigeng Zhou: An Empirical Study and Comparison of Recent Few-Shot Object Detection Algorithms. CoRR abs/2203.14205 (2022) Minyi Zhao, Lu Zhang, Yi Xu, Jiandong Ding, Jihong Guan, Shuigeng Zhou: EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification. CoRR abs/2204.11205 (2022) Minyi Zhao, Miao Wang, Fan Bai, Bingjia Li, Jie Wang, Shuigeng Zhou: C3-STISR: Scene Text Image Super-resolution with Triple Clues. CoRR abs/2204.14044 (2022) Yuxi Mi, Yuge Huang, Jiazhen Ji, Hongquan Liu, Xingkun Xu, Shouhong Ding, Shuigeng Zhou: DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain. CoRR abs/2207.07340 (2022) Ziqiao Zhang, Yatao Bian, Ailin Xie, Pengju Han, Long-Kai Huang, Shuigeng Zhou: Can Pre-trained Models Really Learn Better Molecular Representations for AI-aided Drug Discovery? CoRR abs/2209.07423 (2022) Lu Zhang, Yang Wang, Jiaogen Zhou, Chenbo Zhang, Yinglu Zhang, Jihong Guan, Yatao Bian, Shuigeng Zhou: Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method. CoRR abs/2210.03940 (2022) Ziqiao Zhang, Jihong Guan, Shuigeng Zhou: FraGAT: a fragment-oriented multi-scale graph attention model for molecular property prediction. Bioinform. 37(18): 2981-2987 (2021) Ruiyi Li, Jihong Guan, Shuigeng Zhou: Boosting scRNA-seq data clustering by cluster-aware feature weighting. BMC Bioinform. 22-S(6): 130 (2021) Chaobin Liu, Shixi Chen, Shuigeng Zhou, Jihong Guan, Yao Ma: A general framework for privacy-preserving of data publication based on randomized response techniques. Inf. Syst. 96: 101648 (2021) Hao Zhang, Chuanxu Yan, Shuigeng Zhou, Jihong Guan, Ji Zhang: Combined cause inference: Definition, model and performance. Inf. Sci. 574: 431-443 (2021) Weixia Xu, Dingjiang Huang, Shuigeng Zhou: Universal consistency of twin support vector machines. Int. J. Mach. Learn. Cybern. 12(7): 1867-1877 (2021) Siyun Hou, Wengen Li, Tianying Liu, Shuigeng Zhou, Jihong Guan, Rufu Qin, Zhenfeng Wang: D2CL: A Dense Dilated Convolutional LSTM Model for Sea Surface Temperature Prediction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12514-12523 (2021) Zhanzhan Cheng, Jing Lu, Baorui Zou, Liang Qiao, Yunlu Xu, Shiliang Pu, Yi Niu, Fei Wu, Shuigeng Zhou: FREE: A Fast and Robust End-to-End Video Text Spotter. IEEE Trans. Image Process. 30: 822-837 (2021) Yifan He, Zhao Li, Lei Fu, Anhui Wang, Peng Zhang, Shuigeng Zhou, Ji Zhang, Ting Yu: TARA-Net: A Fusion Network for Detecting Takeaway Rider Accidents. ACM Trans. Intell. Syst. Technol. 12(6): 72:1-72:19 (2021) Dingxiong Deng, Fan Bai, Yiqi Tang, Shuigeng Zhou, Cyrus Shahabi, Linhong Zhu: Label Propagation on K-Partite Graphs with Heterophily. IEEE Trans. Knowl. Data Eng. 33(3): 1064-1077 (2021) Zhiwei Cao, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Guanghui Wen: A Chaotic Ant Colony Optimized Link Prediction Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 51(9): 5274-5288 (2021) Yi Xu, Fan Bai, Yingxuan Shi, Qiuyu Chen, Longwen Gao, Kai Tian, Shuigeng Zhou, Huyang Sun: GIF Thumbnails: Attract More Clicks to Your Videos. AAAI 2021: 3074-3082 Hao Zhang, Kun Zhang, Shuigeng Zhou, Jihong Guan, Ji Zhang: Testing Independence Between Linear Combinations for Causal Discovery. AAAI 2021: 6538-6546 Yuxi Mi, Yutong Mu, Shuigeng Zhou, Jihong Guan: FedMDR: Federated Model Distillation with Robust Aggregation. APWeb/WAIM (2) 2021: 18-32 Yi Xu, Minyi Zhao, Jing Liu, Xinjian Zhang, Longwen Gao, Shuigeng Zhou, Huyang Sun: Boosting the Performance of Video Compression Artifact Reduction With Reference Frame Proposals and Frequency Domain Information. CVPR Workshops 2021: 213-222 Lu Zhang, Shuigeng Zhou, Jihong Guan, Ji Zhang: Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss. CVPR 2021: 14424-14432 Lu Zhang, Jiandong Ding, Yi Xu, Yingyao Liu, Shuigeng Zhou: Weakly-supervised Text Classification Based on Keyword Graph. EMNLP (1) 2021: 2803-2813 Zhanzhan Cheng, Jing Lu, Baorui Zou, Shuigeng Zhou, Fei Wu: ICDAR 2021 Competition on Scene Video Text Spotting. ICDAR (4) 2021: 650-662 Tianying Liu, Yang Wang, Siyun Hou, Wengen Li, Jihong Guan, Shuigeng Zhou, Rufu Qin: RBA-CenterNet: Feature Enhancement by Rotated Border Alignment for Oriented Object Detection. IJCNN 2021: 1-8 Minyi Zhao, Yi Xu, Shuigeng Zhou: Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction. ACM Multimedia 2021: 5646-5654 Yi Xu, Jiandong Ding, Lu Zhang, Shuigeng Zhou: DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples. NeurIPS 2021: 15895-15907 Kai Huang, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou: MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces. SIGMOD Conference 2021: 764-776 Ren Yang, Radu Timofte, Jing Liu, Yi Xu, Xinjian Zhang, Minyi Zhao, Shuigeng Zhou, Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy, Xin Li, Fanglong Liu, He Zheng, Lielin Jiang, Qi Zhang, Dongliang He, Fu Li, Qingqing Dang, Yibin Huang, Matteo Maggioni, Zhongqian Fu, Shuai Xiao, Cheng Li, Thomas Tanay, Fenglong Song, Wentao Chao, Qiang Guo, Yan Liu, Jiang Li, Xiaochao Qu, Dewang Hou, Jiayu Yang, Lyn Jiang, Di You, Zhenyu Zhang, Chong Mou, Iaroslav Koshelev, Pavel Ostyakov, Andrey Somov, Jia Hao, Xueyi Zou, Shijie Zhao, Xiaopeng Sun, Yiting Liao, Yuanzhi Zhang, Qing Wang, Gen Zhan, Mengxi Guo, Junlin Li, Ming Lu, Zhan Ma, Pablo Navarrete Michelini, Hai Wang, Yiyun Chen, Jingyu Guo, Liliang Zhang, Wenming Yang, Sijung Kim, Syehoon Oh, Yucong Wang, Minjie Cai, Wei Hao, Kangdi Shi, Liangyan Li, Jun Chen, Wei Gao, Wang Liu, Xiaoyu Zhang, Linjie Zhou, Sixin Lin, Ru Wang: NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results. CoRR abs/2104.10781 (2021) Fan Bai, Jiaxiang Wu, Pengcheng Shen, Shaoxin Li, Shuigeng Zhou: Federated Face Recognition. CoRR abs/2105.02501 (2021) Yi Xu, Minyi Zhao, Jing Liu, Xinjian Zhang, Longwen Gao, Shuigeng Zhou, Huyang Sun: Boosting the Performance of Video Compression Artifact Reduction with Reference Frame Proposals and Frequency Domain Information. CoRR abs/2105.14962 (2021) Zhanzhan Cheng, Jing Lu, Baorui Zou, Shuigeng Zhou, Fei Wu: ICDAR 2021 Competition on Scene Video Text Spotting. CoRR abs/2107.11919 (2021) Minyi Zhao, Yi Xu, Shuigeng Zhou: Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction. CoRR abs/2108.02110 (2021) Lu Zhang, Jiandong Ding, Yi Xu, Yingyao Liu, Shuigeng Zhou: Weakly-supervised Text Classification Based on Keyword Graph. CoRR abs/2110.02591 (2021) Yi Xu, Jiandong Ding, Lu Zhang, Shuigeng Zhou: DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples. CoRR abs/2110.13740 (2021) Yuliang Pan, Shuigeng Zhou, Jihong Guan: Computationally identifying hot spots in protein-DNA binding interfaces using an ensemble approach. BMC Bioinform. 21-S(13): 384 (2020) Chuanxu Yan, Shuigeng Zhou: Effective and scalable causal partitioning based on low-order conditional independent tests. Neurocomputing 389: 146-154 (2020) Shuigeng Zhou: Introduction to the JBCB special issue on CBC 2019. J. Bioinform. Comput. Biol. 18(3): 2002003:1-2002003:2 (2020) Ruiyi Li, Jihong Guan, Shuigeng Zhou: Single-cell RNA-seq data clustering: A survey with performance comparison study. J. Bioinform. Comput. Biol. 18(4): 2040005:1-2040005:26 (2020) Hui Liu, Wenhao Zhang, Yinglong Song, Lei Deng, Shuigeng Zhou: HNet-DNN: Inferring New Drug-Disease Associations with Deep Neural Network Based on Heterogeneous Network Features. J. Chem. Inf. Model. 60(4): 2367-2376 (2020) Heng Yao, Yunjia Shi, Jihong Guan, Shuigeng Zhou: Accurately Detecting Protein Complexes by Graph Embedding and Combining Functions with Interactions. IEEE ACM Trans. Comput. Biol. Bioinform. 17(3): 777-787 (2020) Siqiang Luo, Reynold Cheng, Ben Kao, Xiaokui Xiao, Shuigeng Zhou, Jiafeng Hu: ROAM: A Fundamental Routing Query on Road Networks with Efficiency. IEEE Trans. Knowl. Data Eng. 32(8): 1595-1609 (2020) Chaohui Wang, Miao Xie, Sourav S. Bhowmick, Byron Choi, Xiaokui Xiao, Shuigeng Zhou: FERRARI: an efficient framework for visual exploratory subgraph search in graph databases. VLDB J. 29(5): 973-998 (2020) Kai Tian, Yi Xu, Jihong Guan, Shuigeng Zhou: Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance. AAAI 2020: 6013-6020 Zekun Ye, Weijie Deng, Shuigeng Zhou, Yi Xu, Jihong Guan: Optimal Trade Execution Based on Deep Deterministic Policy Gradient. DASFAA (1) 2020: 638-654 Jinghuang Lin, Zhanzhan Cheng, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou: Text Recognition in Real Scenarios with a Few Labeled Samples. ICPR 2020: 370-377 Zhenlong Xu, Shuigeng Zhou, Fan Bai, Zhanzhan Cheng, Yi Niu, Shiliang Pu: Recognizing Multiple Text Sequences from an Image by Pure End-to-End Learning. ICPR 2020: 7058-7065 Kang Wang, Lu Zhang, Yifan Tan, Jiajia Zhao, Shuigeng Zhou: Learning Latent Semantic Attributes for Zero-Shot Object Detection. ICTAI 2020: 230-237 Yinglong Song, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou: BOOMER: A Tool for Blending Visual P-Homomorphic Queries on Large Networks. SIGMOD Conference 2020: 2685-2688 Sourav S. Bhowmick, Kai Huang, Huey-Eng Chua, Zifeng Yuan, Byron Choi, Shuigeng Zhou: AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases. SIGMOD Conference 2020: 2689-2692 Jing Lu, Baorui Zou, Zhanzhan Cheng, Shiliang Pu, Shuigeng Zhou, Yi Niu, Fei Wu: Object-QA: Towards High Reliable Object Quality Assessment. CoRR abs/2005.13116 (2020) Jinghuang Lin, Zhanzhan Cheng, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou: Text Recognition in Real Scenarios with a Few Labeled Samples. CoRR abs/2006.12209 (2020) Ting Jiang, Yizheng Chen, Yang Zhang, Minhao Zhang, Chenhao Lu, Ji Zhang, Zhao Li, Jun Gao, Shuigeng Zhou: A Survey on Contact Tracing: the Latest Advancements and Challenges. CoRR abs/2011.02094 (2020) Hongda Bu, Jiaqi Hao, Yanglan Gan, Shuigeng Zhou, Jihong Guan: DEEPSEN: a convolutional neural network based method for super-enhancer prediction. BMC Bioinform. 20-S(15): 598 (2019) Xia Zhang, Yanglan Gan, Guobing Zou, Jihong Guan, Shuigeng Zhou: Genome-wide analysis of epigenetic dynamics across human developmental stages and tissues. BMC Genom. 20(S2) (2019) Li Cai, Bingyu Zhu, Yifeng Luo, Shuigeng Zhou: Interactive map matching and its visualisation: techniques and system. Int. J. Embed. Syst. 11(3): 340-351 (2019) Chaobin Liu, Shixi Chen, Shuigeng Zhou, Jihong Guan, Yao Ma: A novel privacy preserving method for data publication. Inf. Sci. 501: 421-435 (2019) Weixia Xu, Dingjiang Huang, Shuigeng Zhou: Statistical learning with group invariance: problem, method and consistency. Int. J. Mach. Learn. Cybern. 10(6): 1503-1511 (2019) Yuzhe Richard Tang, Kai Li, Katchaguy Areekijseree, Shuigeng Zhou, Liting Hu: Privacy-Preserving Multi-Party Directory Services. EAI Endorsed Trans. Security Safety 6(19): e5 (2019) Yichao Zhang, Guanghui Wen, Guanrong Chen, Jiasheng Wang, Minmin Xiong, Jihong Guan, Shuigeng Zhou: Gaming Temporal Networks. IEEE Trans. Circuits Syst. II Express Briefs 66-II(4): 672-676 (2019) Shuigeng Zhou, Yi-Ping Phoebe Chen, Hiroshi Mamitsuka: Editorial. IEEE ACM Trans. Comput. Biol. Bioinform. 16(2): 350-351 (2019) Hao Zhang, Shuigeng Zhou, Jihong Guan, Jun Huan: Measuring Conditional Independence by Independent Residuals for Causal Discovery. ACM Trans. Intell. Syst. Technol. 10(5): 50:1-50:19 (2019) Wengen Li, Jiannong Cao, Jihong Guan, Shuigeng Zhou, Guanqing Liang, Winnie K. Y. So, Michal Szczecinski: A General Framework for Unmet Demand Prediction in On-Demand Transport Services. IEEE Trans. Intell. Transp. Syst. 20(8): 2820-2830 (2019) Hao Zhang, Shuigeng Zhou, Chuanxu Yan, Jihong Guan, Xin Wang: Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test. AAAI 2019: 3108-3115 Kai Tian, Shuigeng Zhou, Jianping Fan, Jihong Guan: Learning Competitive and Discriminative Reconstructions for Anomaly Detection. AAAI 2019: 5167-5174 Yuzhong Peng, Ziqiao Zhang, Qizhi Jiang, Jihong Guan, Shuigeng Zhou: TOP: Towards Better Toxicity Prediction by Deep Molecular Representation Learning. BIBM 2019: 318-325 Kai Tian, Yi Xu, Shuigeng Zhou, Jihong Guan: Versatile Multiple Choice Learning and Its Application to Vision Computing. CVPR 2019: 6349-6357 Yi Yang, Da Yan, Shuigeng Zhou, Guimu Guo: Parallel Clique-Like Subgraph Counting and Listing. ER 2019: 484-497 Yi Xu, Longwen Gao, Kai Tian, Shuigeng Zhou, Huyang Sun: Non-Local ConvLSTM for Video Compression Artifact Reduction. ICCV 2019: 7042-7051 Chaohui Wang, Miao Xie, Sourav S. Bhowmick, Byron Choi, Xiaokui Xiao, Shuigeng Zhou: An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases. ICDE 2019: 1666-1669 Zhanzhan Cheng, Jing Lu, Yi Niu, Shiliang Pu, Fei Wu, Shuigeng Zhou: You Only Recognize Once: Towards Fast Video Text Spotting. ACM Multimedia 2019: 855-863 Peng Zhang, Xinyu Zhu, Zhanzhan Cheng, Shuigeng Zhou, Yi Niu: REAPS: Towards Better Recognition of Fine-Grained Images by Region Attending and Part Sequencing. PRCV (1) 2019: 193-204 Fan Wu, Shuigeng Zhou, Kang Wang, Yi Xu, Jihong Guan, Jun Huan: Simple Is Better: A Global Semantic Consistency Based End-to-End Framework for Effective Zero-Shot Learning. PRICAI (1) 2019: 98-112 Kai Huang, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou: CATAPULT: Data-driven Selection of Canned Patterns for Efficient Visual Graph Query Formulation. SIGMOD Conference 2019: 900-917 Kai Tian, Shuigeng Zhou, Jianping Fan, Jihong Guan: Learning Competitive and Discriminative Reconstructions for Anomaly Detection. CoRR abs/1903.07058 (2019) Zhenlong Xu, Shuigeng Zhou, Zhanzhan Cheng, Fan Bai, Yi Niu, Shiliang Pu: Towards Pure End-to-End Learning for Recognizing Multiple Text Sequences from an Image. CoRR abs/1907.12791 (2019) Peng Zhang, Xinyu Zhu, Zhanzhan Cheng, Shuigeng Zhou, Yi Niu: REAPS: Towards Better Recognition of Fine-grained Images by Region Attending and Part Sequencing. CoRR abs/1908.01962 (2019) Yi Xu, Longwen Gao, Kai Tian, Shuigeng Zhou, Huyang Sun: Non-Local ConvLSTM for Video Compression Artifact Reduction. CoRR abs/1910.12286 (2019) Jihong Guan, Weili Wang, Wengen Li, Shuigeng Zhou: A Unified Framework for Predicting KPIs of On-Demand Transport Services. IEEE Access 6: 32005-32014 (2018) Xiaocheng Hu, Yufei Tao, Yi Yang, Shuigeng Zhou: Semi-Group Range Sum Revisited: Query-Space Lower Bound Tightened. Algorithmica 80(4): 1315-1329 (2018) Shengbing Pei, Jihong Guan, Shuigeng Zhou: Classifying early and late mild cognitive impairment stages of Alzheimer's disease by fusing default mode networks extracted with multiple seeds. BMC Bioinform. 19-S(19): 147-155 (2018) Yunjia Shi, Heng Yao, Jihong Guan, Shuigeng Zhou: CPredictor 4.0: effectively detecting protein complexes in weighted dynamic PPI networks. Int. J. Data Min. Bioinform. 20(4): 303-319 (2018) Chaobin Liu, Shuigeng Zhou, Haibo Hu, Yuzhe Richard Tang, Jihong Guan, Yao Ma: CPP: Towards comprehensive privacy preserving for query processing in information networks. Inf. Sci. 467: 296-311 (2018) Yifeng Luo, Junshi Guo, Jiaye Zhu, Jihong Guan, Shuigeng Zhou: Towards efficiently supporting database as a service with QoS guarantees. J. Syst. Softw. 139: 51-63 (2018) Zhanzhan Cheng, Shuigeng Zhou, Yang Wang, Hui Liu, Jihong Guan, Yi-Ping Phoebe Chen: Effectively Identifying Compound-Protein Interactions by Learning from Positive and Unlabeled Examples. IEEE ACM Trans. Comput. Biol. Bioinform. 15(6): 1832-1843 (2018) Dingjiang Huang, Shunchang Yu, Bin Li, Steven C. H. Hoi, Shuigeng Zhou: Combination Forecasting Reversion Strategy for Online Portfolio Selection. ACM Trans. Intell. Syst. Technol. 9(5): 58:1-58:22 (2018) Wengen Li, Jihong Guan, Xiang Lian, Shuigeng Zhou, Jiannong Cao: Probabilistic Time-Constrained Paths Search over Uncertain Road Networks. IEEE Trans. Serv. Comput. 11(2): 399-414 (2018) Hao Zhang, Shuigeng Zhou, Jihong Guan: Measuring Conditional Independence by Independent Residuals: Theoretical Results and Application in Causal Discovery. AAAI 2018: 2029-2036 Yifeng Luo, Junshi Guo, Shuigeng Zhou: EarnCache: Self-adaptive Incremental Caching for Big Data Applications. APWeb/WAIM (2) 2018: 379-393 Fan Bai, Zhanzhan Cheng, Yi Niu, Shiliang Pu, Shuigeng Zhou: Edit Probability for Scene Text Recognition. CVPR 2018: 1508-1516 Zhanzhan Cheng, Yangliu Xu, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou: AON: Towards Arbitrarily-Oriented Text Recognition. CVPR 2018: 5571-5579 Wengen Li, Jiannong Cao, Jihong Guan, Man Lung Yiu, Shuigeng Zhou: Efficient Retrieval of Bounded-Cost Informative Routes. ICDE 2018: 1811-1812 Yinglong Song, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou: BOOMER: Blending Visual Formulation and Processing of P -Homomorphic Queries on Large Networks. SIGMOD Conference 2018: 927-942 Fan Bai, Zhanzhan Cheng, Yi Niu, Shiliang Pu, Shuigeng Zhou: Edit Probability for Scene Text Recognition. CoRR abs/1805.03384 (2018) Fan Wu, Kai Tian, Jihong Guan, Shuigeng Zhou: Global Semantic Consistency for Zero-Shot Learning. CoRR abs/1806.08503 (2018) Yanglan Gan, Han Tao, Jihong Guan, Shuigeng Zhou: iHMS: a database integrating human histone modification data across developmental stages and tissues. BMC Bioinform. 18(1): 103:1-103:9 (2017) Xiaoxiong Zheng, Yang Wang, Kai Tian, Jiaogen Zhou, Jihong Guan, Libo Luo, Shuigeng Zhou: Fusing multiple protein-protein similarity networks to effectively predict lncRNA-protein interactions. BMC Bioinform. 18(S-12): 11-18 (2017) Bin Xu, Yang Wang, Zewei Wang, Jiaogen Zhou, Shuigeng Zhou, Jihong Guan: An effective approach to detecting both small and large complexes from protein-protein interaction networks. BMC Bioinform. 18(S-12): 19-28 (2017) Hongda Bu, Yanglan Gan, Yang Wang, Shuigeng Zhou, Jihong Guan: A new method for enhancer prediction based on deep belief network. BMC Bioinform. 18(S-12): 99-105 (2017) Zhanzhan Cheng, Kai Huang, Yang Wang, Hui Liu, Jihong Guan, Shuigeng Zhou: Selecting high-quality negative samples for effectively predicting protein-RNA interactions. BMC Syst. Biol. 11(S-2): 9:1-9:11 (2017) Ying Xu, Jiaogen Zhou, Shuigeng Zhou, Jihong Guan: CPredictor3.0: detecting protein complexes from PPI networks with expression data and functional annotations. BMC Syst. Biol. 11(S-7): 45-56 (2017) Yichao Zhang, Xing Li, M. A. Aziz-Alaoui, Cyrille Bertelle, Jihong Guan, Shuigeng Zhou: Knowledge diffusion in complex networks. Concurr. Comput. Pract. Exp. 29(3) (2017) Hui Liu, Shuigeng Zhou, Wai Lam, Jihong Guan: A new hybrid method for learning bayesian networks: Separation and reunion. Knowl. Based Syst. 121: 185-197 (2017) Kai Huang, Sourav S. Bhowmick, Shuigeng Zhou, Byron Choi: PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases. Proc. VLDB Endow. 10(12): 1861-1864 (2017) Wengen Li, Jiannong Cao, Jihong Guan, Man Lung Yiu, Shuigeng Zhou: Efficient Retrieval of Bounded-Cost Informative Routes. IEEE Trans. Knowl. Data Eng. 29(10): 2182-2196 (2017) Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan: Causal Discovery Using Regression-Based Conditional Independence Tests. AAAI 2017: 1250-1256 Yifeng Luo, Junshi Guo, Jiaye Zhu, Jihong Guan, Shuigeng Zhou: Supporting Cost-Efficient Multi-tenant Database Services with Service Level Objectives (SLOs). DASFAA (1) 2017: 592-606 Jia Shi, Yifeng Luo, Shuigeng Zhou, Jihong Guan: A Graph Matching Based Method for Dynamic Passenger-Centered Ridesharing. DEXA (1) 2017: 49-64 Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu, Shuigeng Zhou: Focusing Attention: Towards Accurate Text Recognition in Natural Images. ICCV 2017: 5086-5094 Yifeng Luo, Jia Shi, Shuigeng Zhou: JeCache: Just-Enough Data Caching with Just-in-Time Prefetching for Big Data Applications. ICDCS 2017: 2405-2410 Zekun Ye, Kai Huang, Shuigeng Zhou, Jihong Guan: Gaussian Weighting Reversion Strategy for Accurate On-Line Portfolio Selection. ICTAI 2017: 929-936 Kai Tian, Shuigeng Zhou, Jihong Guan: DeepCluster: A General Clustering Framework Based on Deep Learning. ECML/PKDD (2) 2017: 809-825 Yichao Zhang, Minmin Xiong, Yanwei Xu, Jihong Guan, Shuigeng Zhou: Role of Individual Activity in Rumor Spreading in Scale-free Networks. UCC (Companion") 2017: 125-129 Dingxiong Deng, Fan Bai, Yiqi Tang, Shuigeng Zhou, Cyrus Shahabi, Linhong Zhu: Label Propagation on K-partite Graphs with Heterophily. CoRR abs/1701.06075 (2017) Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu, Shuigeng Zhou: Focusing Attention: Towards Accurate Text Recognition in Natural Images. CoRR abs/1709.02054 (2017) Zhanzhan Cheng, Xuyang Liu, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou: Arbitrarily-Oriented Text Recognition. CoRR abs/1711.04226 (2017)