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2024

2023

Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation LearningTong Chen 0005, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang 0001, Hao Wang 0005. tkde, 35(2):2103-2117, 2023. [doi]

CaT: Balanced Continual Graph Learning with Graph CondensationYilun Liu 0005, Ruihong Qiu, Zi Huang. icdm 2023: 1157-1162 [doi]

Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction ModelingTong Chen 0005, Hongzhi Yin, Xiangliang Zhang 0001, Zi Huang, Yang Wang, Meng Wang 0001. tnn, 34(8):4345-4358, August 2023. [doi]

GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot LearningZhi Chen 0010, Yadan Luo, Sen Wang, Jingjing Li 0001, Zi Huang. tmm, 25:5374-5385, 2023. [doi]

Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-LabelingZhuoxiao Chen, Yadan Luo, Zheng Wang 0044, Mahsa Baktashmotlagh, Zi Huang. iccv 2023: 3691-3703 [doi]

Zero-Shot Learning by Harnessing Adversarial SamplesZhi Chen, Peng-fei Zhang, Jingjing Li, Sen Wang, Zi Huang. mm 2023: 4138-4146 [doi]

OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing FrameworkCheng-Wei Ching, Chirag Gupta, Zi Huang, Liting Hu. icdcs 2023: 7-12 [doi]

Object-Goal Visual Navigation via Effective Exploration of Relations Among Historical Navigation StatesHeming Du, Lincheng Li, Zi Huang, Xin Yu 0002. cvpr 2023: 2563-2573 [doi]

Toward a Unified Framework for RGB and RGB-D Visual NavigationHeming Du, Zi Huang, Scott Chapman, Xin Yu 0002. ausai 2024: 363-375 [doi]

Long short-term enhanced memory for sequential recommendationJiasheng Duan, Peng-fei Zhang, Ruihong Qiu, Zi Huang. www, 26(2):561-583, March 2023. [doi]

Multi-Task Learning For Radar Signal CharacterisationZi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin. icassp 2023: 1-5 [doi]

DeHIN: A Decentralized Framework for Embedding Large-Scale Heterogeneous Information NetworksMubashir Imran, Hongzhi Yin, Tong Chen 0005, Zi Huang, Kai Zheng 0001. tkde, 35(4):3645-3657, April 2023. [doi]

RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel SegmentationMd. Wahiduzzaman Khan, Hongwei Sheng, Hu Zhang, Heming Du, Sen Wang, Minas Theodore Coroneo, Farshid Hajati, Sahar Shariflou, Michael Kalloniatis, Jack Phu, Ashish Agar, Zi Huang, S. Mojtaba Golzan, Xin Yu. nips 2023: [doi]

Source-Free Progressive Graph Learning for Open-Set Domain AdaptationYadan Luo, Zijian Wang, Zhuoxiao Chen, Zi Huang, Mahsa Baktashmotlagh. pami, 45(9):11240-11255, September 2023. [doi]

Interpretable Signed Link Prediction With Signed Infomax Hyperbolic GraphYadan Luo, Zi Huang, Hongxu Chen, Yang Yang 0002, Hongzhi Yin, Mahsa Baktashmotlagh. tkde, 35(4):3991-4002, April 2023. [doi]

Exploring Active 3D Object Detection from a Generalization PerspectiveYadan Luo, Zhuoxiao Chen, Zijian Wang, Xin Yu, Zi Huang, Mahsa Baktashmotlagh. iclr 2023: [doi]

Kecor: Kernel Coding Rate Maximization for Active 3D Object DetectionYadan Luo, Zhuoxiao Chen, Zhen Fang, Zheng Zhang 0006, Mahsa Baktashmotlagh, Zi Huang. iccv 2023: 18233-18244 [doi]

Video Captioning by Learning from Global Sentence and Looking AheadTian-Zi Niu, Zhen-Duo Chen, Xin Luo 0006, Peng-fei Zhang, Zi Huang, Xin-Shun Xu. tomccap, 19(5s), 2023. [doi]

A multi-layer memory sharing network for video captioningTian-Zi Niu, Shan-Shan Dong, Zhen-Duo Chen, Xin Luo 0006, Zi Huang, Shanqing Guo, Xin-Shun Xu. PR, 136:109202, April 2023. [doi]

Semi-decentralized Federated Ego Graph Learning for RecommendationLiang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang, Yuhui Shi, Hongzhi Yin. WWW 2023: 339-348 [doi]

FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency ModificationZijian Wang, Yadan Luo, Zi Huang, Mahsa Baktashmotlagh. wacv 2023: 4124-4133 [doi]

How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their TransferabilityZijian Wang, Yadan Luo, Liang Zheng, Zi Huang, Mahsa Baktashmotlagh. iccv 2023: 5526-5535 [doi]

Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorZixin Wang, Yadan Luo, Zhi Chen, Sen Wang, Zi Huang. mm 2023: 1167-1178 [doi]

Editorial for Special Issue on Large-scale Pre-training: Data, Models, and Fine-tuningJi-Rong Wen, Zi Huang, Hanwang Zhang. ijautcomp, 20(2):145-146, April 2023. [doi]

Proactive Privacy-preserving Learning for Cross-modal RetrievalPeng-fei Zhang, Guangdong Bai, Hongzhi Yin, Zi Huang. tois, 41(2), April 2023. [doi]

Learning Efficient Unsupervised Satellite Image-based Building Damage DetectionYiyun Zhang, Zijian Wang, Yadan Luo, Xin Yu 0002, Zi Huang. icdm 2023: 1547-1552 [doi]

Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based GamesAnjie Zhu, Peng-fei Zhang, Yi Zhang, Zi Huang, Jie Shao. acl 2023: 13225-13236 [doi]

2022

Improved Feature Distillation via Projector EnsembleYudong Chen 0002, Sen Wang 0001, Jiajun Liu, Xuwei Xu, Frank de Hoog, Zi Huang. nips 2022: [doi]

Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning (Extended Abstract)Tong Chen 0005, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang 0001, Hao Wang 0005. icde 2022: 1533-1534 [doi]

Special issue on responsible data management and data scienceZi Huang, Yanyan Shen, Divesh Srivastava. vldb, 31(5):823, 2022. [doi]

ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion RecognitionZi Huang, Shulei Ji, Zhilan Hu, Chuangjian Cai, Jing Luo 0007, Xinyu Yang. interspeech 2022: 4152-4156 [doi]

Suicidal ideation and mental disorder detection with attentive relation networksShaoxiong Ji, Xue Li 0001, Zi Huang, Erik Cambria. nca, 34(13):10309-10319, 2022. [doi]

MRA-Net: Improving VQA Via Multi-Modal Relation Attention NetworkLiang Peng, Yang Yang 0002, Zheng Wang, Zi Huang, Heng Tao Shen. pami, 44(1):318-329, 2022. [doi]

Exploiting Positional Information for Session-Based RecommendationRuihong Qiu, Zi Huang, Tong Chen 0005, Hongzhi Yin. tois, 40(2), 2022. [doi]

Beyond Double Ascent via Recurrent Neural Tangent Kernel in Sequential RecommendationRuihong Qiu, Zi Huang, Hongzhi Yin. icdm 2022: 428-437 [doi]

Contrastive Learning for Representation Degeneration Problem in Sequential RecommendationRuihong Qiu, Zi Huang, Hongzhi Yin, Zijian Wang. wsdm 2022: 813-823 [doi]

Discovering Domain Disentanglement for Generalized Multi-Source Domain AdaptationZixin Wang, Yadan Luo, Peng-fei Zhang, Sen Wang 0001, Zi Huang. icmcs 2022: 1-6 [doi]

Scrutinizing Privacy Policy Compliance of Virtual Personal Assistant AppsFuman Xie, Yanjun Zhang, Chuan Yan, Suwan Li, Lei Bu, Kai Chen, Zi Huang, Guangdong Bai. ASE 2022: [doi]

Enhancing Social Recommendation With Adversarial Graph Convolutional NetworksJunliang Yu, Hongzhi Yin, Jundong Li, Min Gao 0001, Zi Huang, LiZhen Cui. tkde, 34(8):3727-3739, 2022. [doi]

IDEAL: High-Order-Ensemble Adaptation Network for Learning with Noisy LabelsPeng-fei Zhang, Zi Huang, Guangdong Bai, Xin-Shun Xu. mm 2022: 325-333 [doi]

Machine Unlearning for Image Retrieval: A Generative Scrubbing ApproachPeng-fei Zhang, Guangdong Bai, Zi Huang, Xin-Shun Xu. mm 2022: 237-245 [doi]

Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal RetrievalPeng-fei Zhang, Yang Li, Zi Huang, Xin-Shun Xu. tmm, 24:466-479, 2022. [doi]

PipAttack: Poisoning Federated Recommender Systems for Manipulating Item PromotionShijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Quoc Viet Hung Nguyen, LiZhen Cui. wsdm 2022: 1415-1423 [doi]

Robust Learning with Adversarial Perturbations and Label Noise: A Two-Pronged Defense ApproachPeng-fei Zhang, Zi Huang, Xin Luo, Pengfei Zhao. mmasia 2022: [doi]

2021

On Both Cold-Start and Long-Tail Recommendation with Social DataJingjing Li 0001, Ke Lu 0001, Zi Huang, Heng Tao Shen. tkde, 33(1):194-208, 2021. [doi]

Local Graph Convolutional Networks for Cross-Modal HashingYudong Chen 0002, Sen Wang, Jianglin Lu, Zhi Chen, Zheng Zhang, Zi Huang. mm 2021: 1921-1928 [doi]

Inductive Structure Consistent Hashing via Flexible Semantic CalibrationZheng Zhang 0006, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu. tnn, 32(10):4514-4528, 2021. [doi]

Modeling Daily Crime Events Prediction Using Seq2Seq ArchitectureJawaher Alghamdi, Zi Huang. adc 2021: 192-203 [doi]

Entropy-Based Uncertainty Calibration for Generalized Zero-Shot LearningZhi Chen, Zi Huang, Jingjing Li, Zheng Zhang. adc 2021: 139-151 [doi]

Mitigating Generation Shifts for Generalized Zero-Shot LearningZhi Chen, Yadan Luo, Sen Wang 0001, Ruihong Qiu, Jingjing Li, Zi Huang. mm 2021: 844-852 [doi]

Semantics Disentangling for Generalized Zero-Shot LearningZhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang 0001, Zi Huang, Jingjing Li 0001, Zheng Zhang 0006. iccv 2021: 8692-8700 [doi]

Learning Elastic Embeddings for Customizing On-Device RecommendersTong Chen, Hongzhi Yin, Yujia Zheng, Zi Huang, Yang Wang, Meng Wang. kdd 2021: 138-147 [doi]

Learning Transferrable and Interpretable Representations for Domain GeneralizationZhekai Du, Jingjing Li, Ke Lu 0001, Lei Zhu 0002, Zi Huang. mm 2021: 3340-3349 [doi]

Temporal Modification of Event KindsZi Huang. esslli 2024: 136-151 [doi]

DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous NetworksMubashir Imran, Hongzhi Yin, Tong Chen 0005, Zi Huang, Xiangliang Zhang 0001, Kai Zheng 0001. icde 2021: 2033-2038 [doi]

Suicidal Ideation Detection: A Review of Machine Learning Methods and ApplicationsShaoxiong Ji, Shirui Pan, Xue Li 0001, Erik Cambria, Guodong Long, Zi Huang. tcss, 8(1):214-226, 2021. [doi]

Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph AugmentationYang Li, Tong Chen, Yadan Luo, Hongzhi Yin, Zi Huang. IJCAI 2021: 1491-1497 [doi]

Attribute-aware explainable complementary clothing recommendationYang Li, Tong Chen 0005, Zi Huang. www, 24(5):1885-1901, 2021. [doi]

Imbalanced Source-free Domain AdaptationXinhao Li, Jingjing Li, Lei Zhu, Guoqing Wang, Zi Huang. mm 2021: 3330-3339 [doi]

Collaborative Learning for Extremely Low Bit Asymmetric HashingYadan Luo, Zi Huang, Yang Li, Fumin Shen, Yang Yang 0002, Peng Cui 0001. tkde, 33(12):3675-3685, 2021. [doi]

Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential RecommendationRuihong Qiu, Zi Huang, Hongzhi Yin. icdm 2021: 519-528 [doi]

CausalRec: Causal Inference for Visual Debiasing in Visually-Aware RecommendationRuihong Qiu, Sen Wang, Zhi Chen, Hongzhi Yin, Zi Huang. mm 2021: 3844-3852 [doi]

Learning to Ask Appropriate Questions in Conversational RecommendationXuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng 0001. sigir 2021: 808-817 [doi]

Exploiting Subspace Relation in Semantic Labels for Cross-Modal HashingHeng Tao Shen, Luchen Liu, Yang Yang 0002, Xing Xu 0001, Zi Huang, Fumin Shen, Richang Hong. tkde, 33(10):3351-3365, 2021. [doi]

Deep Collaborative Discrete Hashing With Semantic-Invariant Structure ConstructionZijian Wang, Zheng Zhang 0006, Yandan Luo, Zi Huang, Heng Tao Shen. tmm, 23:1274-1286, 2021. [doi]

Learning to Diversify for Single Domain GeneralizationZijian Wang, Yadan Luo, Ruihong Qiu, Zi Huang, Mahsa Baktashmotlagh. iccv 2021: 814-823 [doi]

Domain Adaptive Semantic Segmentation without Source DataFuming You, Jingjing Li, Lei Zhu, Zhi Chen, Zi Huang. mm 2021: 3293-3302 [doi]

High-order nonlocal Hashing for unsupervised cross-modal retrievalPeng-fei Zhang, Yadan Luo, Zi Huang, Xin-Shun Xu, Jingkuan Song. www, 24(2):563-583, 2021. [doi]

Joint-teaching: Learning to Refine Knowledge for Resource-constrained Unsupervised Cross-modal RetrievalPeng-fei Zhang, Jiasheng Duan, Zi Huang, Hongzhi Yin. mm 2021: 1517-1525 [doi]

Proactive Privacy-preserving Learning for RetrievalPeng-fei Zhang, Zi Huang, Xin-Shun Xu. AAAI 2021: 3369-3376 [doi]

Privacy Protection in Deep Multi-modal RetrievalPeng-fei Zhang, Yang Li, Zi Huang, Hongzhi Yin. sigir 2021: 634-643 [doi]

Graph Embedding for Recommendation against Attribute Inference AttacksShijie Zhang, Hongzhi Yin, Tong Chen 0005, Zi Huang, LiZhen Cui, Xiangliang Zhang 0001. WWW 2021: 3002-3014 [doi]

2020

Try This Instead: Personalized and Interpretable Substitute RecommendationTong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang 0023, Meng Wang 0001. sigir 2020: 891-900 [doi]

Semi-supervised Cross-Modal Hashing with Graph Convolutional NetworksJiasheng Duan, Yadan Luo, Ziwei Wang, Zi Huang. adc 2020: 93-104 [doi]

Completely Unsupervised Cross-Modal HashingJiasheng Duan, Peng-fei Zhang, Zi Huang. dasfaa 2020: 178-194 [doi]

Group Recommendation with Latent Voting MechanismLei Guo, Hongzhi Yin, Qinyong Wang, Bin Cui 0001, Zi Huang, LiZhen Cui. icde 2020: 121-132 [doi]

Bidirectional Discrete Matrix Factorization Hashing for Image SearchShiyuan He, Bokun Wang, Zheng Wang, Yang Yang 0002, Fumin Shen, Zi Huang, Heng Tao Shen. tcyb, 50(9):4157-4168, 2020. [doi]

Incomplete Cross-modal Retrieval with Dual-Aligned Variational AutoencodersMengmeng Jing, Jingjing Li, Lei Zhu, Ke Lu, Yang Yang, Zi Huang. mm 2020: 3283-3291 [doi]

Fashion Recommendation with Multi-relational Representation LearningYang Li, Yadan Luo, Zi Huang. pakdd 2020: 3-15 [doi]

Graph-Based Relation-Aware Representation Learning for Clothing MatchingYang Li, Yadan Luo, Zi Huang. adc 2020: 189-197 [doi]

Flexible Discrete Multi-view Hashing with Collective Latent Feature LearningLuyao Liu, Zheng Zhang 0006, Zi Huang. npl, 52(3):1765-1791, 2020. [doi]

Correction to: Deep-Sea Organisms Tracking Using Dehazing and Deep LearningHuimin Lu, Tomoki Uemura, Dong Wang, Jihua Zhu, Zi Huang, Hyoungseop Kim. monet, 25(6):2536, 2020. [doi]

Deep-Sea Organisms Tracking Using Dehazing and Deep LearningHuimin Lu, Tomoki Uemura, Dong Wang, Jihua Zhu, Zi Huang, Hyoungseop Kim. monet, 25(3):1008-1015, 2020. [doi]

Progressive Graph Learning for Open-Set Domain AdaptationYadan Luo, Zijian Wang, Zi Huang, Mahsa Baktashmotlagh. icml 2020: 6468-6478 [doi]

Adversarial Bipartite Graph Learning for Video Domain AdaptationYadan Luo, Zi Huang, Zijian Wang, Zheng Zhang 0006, Mahsa Baktashmotlagh. mm 2020: 19-27 [doi]

Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural NetworksYadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang. AAAI 2020: 5021-5028 [doi]

Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and ApplicationsWeiqing Min, YongHong Tian, Zi Huang, Wen-Huang Cheng, Abdulmotaleb El-Saddik. ieeemm, 27(3):8-11, 2020. [doi]

GAG: Global Attributed Graph Neural Network for Streaming Session-based RecommendationRuihong Qiu, Hongzhi Yin, Zi Huang, Tong Chen. sigir 2020: 669-678 [doi]

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural NetworksRuihong Qiu, Zi Huang, Jingjing Li, Hongzhi Yin. tois, 38(3), 2020. [doi]

CRSAL: Conversational Recommender Systems with Adversarial LearningXuhui Ren, Hongzhi Yin, Tong Chen 0005, Hao Wang 0005, Nguyen Quoc Viet Hung, Zi Huang, Xiangliang Zhang 0001. tois, 38(4), 2020. [doi]

Prototype-Matching Graph Network for Heterogeneous Domain AdaptationZijian Wang, Yadan Luo, Zi Huang, Mahsa Baktashmotlagh. mm 2020: 2104-2112 [doi]

PAIC: Parallelised Attentive Image CaptioningZiwei Wang, Zi Huang, Yadan Luo. adc 2020: 16-28 [doi]

Human Consensus-Oriented Image CaptioningZiwei Wang, Zi Huang, Yadan Luo. IJCAI 2020: 659-665 [doi]

Next Point-of-Interest Recommendation on Resource-Constrained Mobile DevicesQinyong Wang, Hongzhi Yin, Tong Chen, Zi Huang, Hao Wang, Yanchang Zhao, Nguyen Quoc Viet Hung. WWW 2020: 906-916 [doi]

Semantics-Reconstructing Hashing for Cross-Modal RetrievalPeng-fei Zhang, Zi Huang, Zheng Zhang. pakdd 2020: 315-327 [doi]

GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster DetectionShijie Zhang, Hongzhi Yin, Tong Chen, Quoc Viet Nguyen Hung, Zi Huang, LiZhen Cui. sigir 2020: 689-698 [doi]

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