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ORCIDHui Xiong 0001
Person information
- affiliation: Hong Kong University of Science and Technology
- affiliation: Microsoft Research Asia, Beijing, China
- affiliation: Rutgers University, USA
- affiliation: University of Science and Technology of China, School of Computer Science, Hefei, China
Other persons with the same name
- Hui Xiong — disambiguation page
- Hui Xiong 0002
![[0000-0001-8940-5626]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-8940-5626")
— Tiangong University, School of Control Science and Engineering, Key Laboratory of Intelligent Control of Electrical Equipment, China (and 1 more) - Hui Xiong 0003 — National University of Defense Technology, College of Electronic Science, Changsha, China
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2020 – today
- 2024
[j199]Chuan Qin, Hengshu Zhu, Dazhong Shen, Ying Sun, Kaichun Yao, Peng Wang, Hui Xiong:
Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews. ACM Trans. Inf. Syst. 42(1): 27:1-27:32 (2024)- 2023
- [j198]Xiaonan Gao, Sen Wu, Dawen Xia, Hui Xiong:
Topic-sensitive expert finding based solely on heterogeneous academic networks. Expert Syst. Appl. 213(Part): 119241 (2023) - [j197]Hongting Niu, Ying Sun, Hengshu Zhu, Cong Geng, Jiuchun Yang, Hui Xiong, Bo Lang:
Exploring the tidal effect of urban business district with large-scale human mobility data. Frontiers Comput. Sci. 17(3): 173319 (2023) - [j196]Wenwen Qiang, Jiangmeng Li, Bing Su, Jianlong Fu, Hui Xiong, Ji-Rong Wen:
Meta Attention-Generation Network for Cross-Granularity Few-Shot Learning. Int. J. Comput. Vis. 131(5): 1211-1233 (2023) - [j195]Qi Zhang, Hengshu Zhu, Peng Wang, Enhong Chen, Hui Xiong:
Hierarchical Wi-Fi Trajectory Embedding for Indoor User Mobility Pattern Analysis. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(2): 82:1-82:21 (2023) - [j194]Zijun Yao, Deguang Kong, Miao Lu, Xiao Bai, Jian Yang, Hui Xiong:
Multi-View Multi-Task Campaign Embedding for Cold-Start Conversion Rate Forecasting. IEEE Trans. Big Data 9(1): 280-293 (2023) - [j193]Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu:
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. IEEE Trans. Big Data 9(3): 832-844 (2023) - [j192]Weiyu Guo, Ning Jiang, Dario Farina, Jingyong Su, Zheng Wang, Chuang Lin, Hui Xiong:
Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics From Surface Electromyographic Signals. IEEE Trans. Hum. Mach. Syst. 53(3): 512-519 (2023) - [j191]Hao Liu, Qingyu Guo, Hengshu Zhu, Yanjie Fu, Fuzhen Zhuang, Xiaojuan Ma, Hui Xiong:
Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective. ACM Trans. Knowl. Discov. Data 17(5): 68:1-68:24 (2023) - [j190]Yang Yang, Jia-Qi Yang, Ran Bao, De-Chuan Zhan, Hengshu Zhu, Xiaoru Gao, Hui Xiong, Jian Yang:
Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network. IEEE Trans. Knowl. Data Eng. 35(1): 211-224 (2023) - [j189]Yue Qu, Chuanren Liu, Kai Zhang, Keli Xiao, Bo Jin, Hui Xiong:
Diagnostic Sparse Connectivity Networks With Regularization Template. IEEE Trans. Knowl. Data Eng. 35(1): 307-320 (2023) - [j188]Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu:
Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop. IEEE Trans. Knowl. Data Eng. 35(2): 1624-1636 (2023) - [j187]Kunpeng Liu, Yanjie Fu, Le Wu, Xiaolin Li, Charu Aggarwal, Hui Xiong:
Automated Feature Selection: A Reinforcement Learning Perspective. IEEE Trans. Knowl. Data Eng. 35(3): 2272-2284 (2023) - [j186]Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Yuanchun Zhou, Hui Xiong, Jian Yang:
Learning Adaptive Embedding Considering Incremental Class. IEEE Trans. Knowl. Data Eng. 35(3): 2736-2749 (2023) - [j185]Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Xin Song, Qing He, Hui Xiong:
Modeling the Impact of Person-Organization Fit on Talent Management With Structure-Aware Attentive Neural Networks. IEEE Trans. Knowl. Data Eng. 35(3): 2809-2822 (2023) - [j184]Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao:
Platform-Oriented Event Time Allocation. IEEE Trans. Knowl. Data Eng. 35(3): 2930-2942 (2023) - [j183]Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong:
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35(3): 3014-3029 (2023) - [j182]Yang Yang, Da-Wei Zhou, De-Chuan Zhan, Hui Xiong, Yuan Jiang, Jian Yang:
Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling. IEEE Trans. Knowl. Data Eng. 35(4): 3575-3588 (2023) - [j181]Yuyang Ye, Zheng Dong, Hengshu Zhu, Tong Xu, Xin Song, Runlong Yu, Hui Xiong:
MANE: Organizational Network Embedding With Multiplex Attentive Neural Networks. IEEE Trans. Knowl. Data Eng. 35(4): 4047-4061 (2023) - [j180]Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Chao Li, Hui Xiong, Qing He, Yongjun Xu:
Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35(4): 4321-4334 (2023) - [j179]Zeming Liu, Ding Zhou, Hao Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu, Hui Xiong:
Graph-Grounded Goal Planning for Conversational Recommendation. IEEE Trans. Knowl. Data Eng. 35(5): 4923-4939 (2023) - [j178]Chuan Qin, Kaichun Yao, Hengshu Zhu, Tong Xu, Dazhong Shen, Enhong Chen, Hui Xiong:
Towards Automatic Job Description Generation With Capability-Aware Neural Networks. IEEE Trans. Knowl. Data Eng. 35(5): 5341-5355 (2023) - [j177]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Heterogeneous Graph Representation Learning With Relation Awareness. IEEE Trans. Knowl. Data Eng. 35(6): 5935-5947 (2023) - [j176]Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Hui Xiong:
Polestar++: An Intelligent Routing Engine for National-Wide Public Transportation. IEEE Trans. Knowl. Data Eng. 35(6): 6194-6208 (2023) - [j175]Weijia Zhang, Hao Liu, Hui Xiong, Tong Xu, Fan Wang, Haoran Xin, Hua Wu:
RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station Recommendation. IEEE Trans. Knowl. Data Eng. 35(6): 6290-6304 (2023) - [j174]Hongke Zhao, Yihang Cheng, Xi Zhang, Hengshu Zhu, Qi Liu, Hui Xiong, Wei Zhang:
What is Market Talking About? Market-Oriented Prospect Analysis for Entrepreneur Fundraising. IEEE Trans. Knowl. Data Eng. 35(6): 6489-6503 (2023) - [j173]Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong:
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity. IEEE Trans. Knowl. Data Eng. 35(7): 7220-7238 (2023) - [j172]Denghui Zhang, Yanchi Liu, Zixuan Yuan, Yanjie Fu, Haifeng Chen, Hui Xiong:
Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning. IEEE Trans. Knowl. Data Eng. 35(7): 7239-7250 (2023) - [j171]Yuyang Xu, Haochao Ying, Siyi Qian, Fuzhen Zhuang, Xiao Zhang, Deqing Wang, Jian Wu, Hui Xiong:
Time-Aware Context-Gated Graph Attention Network for Clinical Risk Prediction. IEEE Trans. Knowl. Data Eng. 35(7): 7557-7568 (2023) - [j170]Wei Huang, Enhong Chen, Qi Liu, Hui Xiong, Zhenya Huang, Shiwei Tong, Dan Zhang:
HmcNet: A General Approach for Hierarchical Multi-Label Classification. IEEE Trans. Knowl. Data Eng. 35(9): 8713-8728 (2023) - [j169]Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou:
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification. IEEE Trans. Knowl. Data Eng. 35(9): 9685-9699 (2023) - [j168]Menglin Yang, Min Zhou, Hui Xiong, Irwin King:
Hyperbolic Temporal Network Embedding. IEEE Trans. Knowl. Data Eng. 35(11): 11489-11502 (2023) - [j167]Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong:
Kill Two Birds With One Stone: A Multi-View Multi-Adversarial Learning Approach for Joint Air Quality and Weather Prediction. IEEE Trans. Knowl. Data Eng. 35(11): 11515-11528 (2023) - [j166]Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong:
Semantic and Structural View Fusion Modeling for Social Recommendation. IEEE Trans. Knowl. Data Eng. 35(11): 11872-11884 (2023) - [j165]Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Chuan Zhou, Quan Z. Sheng, Hui Xiong, Leman Akoglu:
A Comprehensive Survey on Graph Anomaly Detection With Deep Learning. IEEE Trans. Knowl. Data Eng. 35(12): 12012-12038 (2023) - [j164]Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes:
Reinforced Imitative Graph Learning for Mobile User Profiling. IEEE Trans. Knowl. Data Eng. 35(12): 12944-12957 (2023) - [j163]Hongzheng Yu, Zekai Chen, Xiao Zhang, Xu Chen, Fuzhen Zhuang, Hui Xiong, Xiuzhen Cheng:
FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition. IEEE Trans. Mob. Comput. 22(6): 3318-3332 (2023) - [j162]Dazhong Shen, Hengshu Zhu, Keli Xiao, Xi Zhang, Hui Xiong:
Exploiting Connections among Personality, Job Position, and Work Behavior: Evidence from Joint Bayesian Learning. ACM Trans. Manag. Inf. Syst. 14(3): 26:1-26:20 (2023) - [j161]Hao Liu, Jindong Han, Yanjie Fu, Yanyan Li, Kai Chen, Hui Xiong:
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training. VLDB J. 32(2): 325-342 (2023) - [c278]Zixuan Yuan, Yada Zhu, Wei Zhang, Hui Xiong:
Earnings Call Analysis Using a Sparse Attention Based Encoder and Multi-Source Counterfactual Augmentation. ICAIF 2023: 331-339 - [c277]Congxi Xiao, Jingbo Zhou, Jizhou Huang, Hengshu Zhu, Tong Xu, Dejing Dou, Hui Xiong:
A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection. ICDE 2023: 736-748 - [c276]Kaichun Yao, Jingshuai Zhang, Chuan Qin, Xin Song, Peng Wang, Hengshu Zhu, Hui Xiong:
ResuFormer: Semantic Structure Understanding for Resumes via Multi-Modal Pre-training. ICDE 2023: 3154-3167 - [c275]Tieyun Qian, Yile Liang, Qing Li, Hui Xiong:
Attribute Graph Neural Networks for Strict Cold Start Recommendation : Extended Abstract. ICDE 2023: 3783-3784 - [c274]Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He:
A Survey on Knowledge Graph-Based Recommender Systems : Extended Abstract. ICDE 2023: 3803-3804 - [c273]Zheng Gong, Guifeng Wang, Ying Sun, Qi Liu, Yuting Ning, Hui Xiong, Jingyu Peng:
Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification. IJCAI 2023: 2104-2113 - [c272]Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong:
Semi-supervised Domain Adaptation in Graph Transfer Learning. IJCAI 2023: 2279-2287 - [c271]Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong:
Community-based Dynamic Graph Learning for Popularity Prediction. KDD 2023: 930-940 - [c270]Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong:
Multi-Temporal Relationship Inference in Urban Areas. KDD 2023: 1316-1327 - [c269]Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai:
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification. KDD 2023: 1328-1340 - [c268]Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai:
HomoGCL: Rethinking Homophily in Graph Contrastive Learning. KDD 2023: 1341-1352 - [c267]Yucheng Liu, Zipeng Gao, Xiangyang Liu, Pengfei Luo, Yang Yang, Hui Xiong:
QTIAH-GNN: Quantity and Topology Imbalance-aware Heterogeneous Graph Neural Network for Bankruptcy Prediction. KDD 2023: 1572-1582 - [c266]Yangyang Wang, Xiao Zhang, Mingyi Li, Tian Lan, Huashan Chen, Hui Xiong, Xiuzhen Cheng, Dongxiao Yu:
Theoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity. KDD 2023: 2444-2455 - [c265]Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong:
Spatial Heterophily Aware Graph Neural Networks. KDD 2023: 2752-2763 - [c264]Chuyu Fang, Chuan Qin, Qi Zhang, Kaichun Yao, Jingshuai Zhang, Hengshu Zhu, Fuzhen Zhuang, Hui Xiong:
RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment. KDD 2023: 3991-4002 - [c263]Jindong Han, Hao Liu, Shui Liu, Xi Chen, Naiqiang Tan, Hua Chai, Hui Xiong:
iETA: A Robust and Scalable Incremental Learning Framework for Time-of-Arrival Estimation. KDD 2023: 4100-4111 - [c262]Qian Sun, Le Zhang, Huan Yu, Weijia Zhang, Yu Mei, Hui Xiong:
Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections. KDD 2023: 4852-4861 - [c261]Min Zhou, Menglin Yang, Bo Xiong, Hui Xiong, Irwin King:
Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications. KDD 2023: 5843-5844 - [c260]Hengshu Zhu, Hui Xiong, Yong Ge, Ee-Peng Lim:
The 4th International Workshop on Talent and Management Computing (TMC'2023). KDD 2023: 5909-5910 - [c259]Siyuan Hao, Le Dai, Le Zhang, Shengming Zhang, Chao Wang, Chuan Qin, Hui Xiong:
Hybrid Heterogeneous Graph Neural Networks for Fund Performance Prediction. KSEM (2) 2023: 301-317 - [c258]He Zhang, Ying Sun, Weiyu Guo, Yafei Liu, Haonan Lu, Xiaodong Lin, Hui Xiong:
Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning. ACM Multimedia 2023: 6472-6480 - [c257]Zhi Zheng, Ying Sun, Xin Song, Hengshu Zhu, Hui Xiong:
Generative Learning Plan Recommendation for Employees: A Performance-aware Reinforcement Learning Approach. RecSys 2023: 443-454 - [c256]Chenguang Du, Kaichun Yao, Hengshu Zhu, Deqing Wang, Fuzhen Zhuang, Hui Xiong:
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph. SIGIR 2023: 1721-1730 - [i94]Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong:
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. CoRR abs/2301.02071 (2023) - [i93]Ying Sun, Hengshu Zhu, Hui Xiong:
Large-Scale Assessment of Labour Market Dynamics in China during the COVID-19 Pandemic. CoRR abs/2305.00199 (2023) - [i92]Chenguang Du, Kaichun Yao, Hengshu Zhu, Deqing Wang, Fuzhen Zhuang, Hui Xiong:
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph. CoRR abs/2305.10771 (2023) - [i91]Chao Wang, Hengshu Zhu, Dazhong Shen, Wei Wu, Hui Xiong:
Preference or Intent? Double Disentangled Collaborative Filtering. CoRR abs/2305.11084 (2023) - [i90]Likang Wu, Zhi Zheng, Zhaopeng Qiu, Hao Wang, Hongchao Gu, Tingjia Shen, Chuan Qin, Chen Zhu, Hengshu Zhu, Qi Liu, Hui Xiong, Enhong Chen:
A Survey on Large Language Models for Recommendation. CoRR abs/2305.19860 (2023) - [i89]Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong:
Multi-Temporal Relationship Inference in Urban Areas. CoRR abs/2306.08921 (2023) - [i88]Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai:
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification. CoRR abs/2306.09612 (2023) - [i87]Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai:
HomoGCL: Rethinking Homophily in Graph Contrastive Learning. CoRR abs/2306.09614 (2023) - [i86]Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong:
Spatial Heterophily Aware Graph Neural Networks. CoRR abs/2306.12139 (2023) - [i85]Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu:
Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. CoRR abs/2306.16893 (2023) - [i84]Qizhi Wan, Changxuan Wan, Keli Xiao, Hui Xiong, Dexi Liu, Xiping Liu:
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction. CoRR abs/2306.17733 (2023) - [i83]Zhi Zheng, Zhaopeng Qiu, Xiao Hu, Likang Wu, Hengshu Zhu, Hui Xiong:
Generative Job Recommendations with Large Language Model. CoRR abs/2307.02157 (2023) - [i82]Chuan Qin, Le Zhang, Rui Zha, Dazhong Shen, Qi Zhang, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong:
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics. CoRR abs/2307.03195 (2023) - [i81]Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong:
Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms. CoRR abs/2307.07134 (2023) - [i80]Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Jingbo Zhou, Yu Mei, Hui Xiong:
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network. CoRR abs/2308.16818 (2023) - [i79]Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong:
Semi-supervised Domain Adaptation in Graph Transfer Learning. CoRR abs/2309.10773 (2023) - [i78]Ying Sun, Hengshu Zhu, Hui Xiong:
Towards Faithful Neural Network Intrinsic Interpretation with Shapley Additive Self-Attribution. CoRR abs/2309.15559 (2023) - [i77]He Zhang, Ying Sun, Weiyu Guo, Yafei Liu, Haonan Lu, Xiaodong Lin, Hui Xiong:
Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning. CoRR abs/2310.07287 (2023) - [i76]Jindong Han, Weijia Zhang, Hao Liu, Hui Xiong:
Machine Learning for Urban Air Quality Analytics: A Survey. CoRR abs/2310.09620 (2023) - [i75]Yihuai Lan, Zhiqiang Hu, Lei Wang, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong, Hao Wang:
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay. CoRR abs/2310.14985 (2023) - [i74]Hangtong Xu, Yuanbo Xu, Yongjian Yang, Fuzhen Zhuang, Hui Xiong:
DPR: An Algorithm Mitigate Bias Accumulation in Recommendation feedback loops. CoRR abs/2311.05864 (2023) - [i73]Kaichen Zhang, Ohchan Kwon, Hui Xiong:
The Impact of Generative Artificial Intelligence. CoRR abs/2311.07071 (2023) - [i72]Yunqin Zhu, Chao Wang, Hui Xiong:
Towards Graph-Aware Diffusion Modeling for Collaborative Filtering. CoRR abs/2311.08744 (2023) - 2022
- [j160]Junming Liu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Can Chen:
Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design. INFORMS J. Comput. 34(2): 769-789 (2022) - [j159]Qingxin Meng, Keli Xiao, Dazhong Shen, Hengshu Zhu, Hui Xiong:
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process-Based Latent Factor Model. INFORMS J. Comput. 34(5): 2443-2463 (2022) - [j158]Xi Zhang, Xin Wei, Carol X. J. Ou, Emiel Caron, Hengshu Zhu, Hui Xiong:
From Human-AI Confrontation to Human-AI Symbiosis in Society 5.0: Transformation Challenges and Mechanisms. IT Prof. 24(3): 43-51 (2022) - [j157]Zhe Zhang, Hui Xiong, Tong Xu, Chuan Qin, Le Zhang, Enhong Chen:
Complex Attributed Network Embedding for medical complication prediction. Knowl. Inf. Syst. 64(9): 2435-2456 (2022) - [j156]Xi Zhang, Xianhai Wang, Hongke Zhao, Patricia Ordóñez de Pablos, Yongqiang Sun, Hui Xiong:
Correction to: An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications. Scientometrics 127(3): 1657 (2022) - [j155]Hongting Niu, Hengshu Zhu, Ying Sun, Xinjiang Lu, Jing Sun, Zhiyuan Zhao, Hui Xiong, Bo Lang:
Exploring the Risky Travel Area and Behavior of Car-hailing Service. ACM Trans. Intell. Syst. Technol. 13(1): 9:1-9:22 (2022) - [j154]Yang Yang, Hongchen Wei, Zhen-Qiang Sun, Guangyu Li, Yuanchun Zhou, Hui Xiong, Jian Yang:
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification. ACM Trans. Knowl. Discov. Data 16(2): 34:1-34:27 (2022) - [j153]Mu Yuan, Lan Zhang, Xiang-Yang Li, Lin-Zhuo Yang, Hui Xiong:
Adaptive Model Scheduling for Resource-efficient Data Labeling. ACM Trans. Knowl. Discov. Data 16(4): 71:1-71:22 (2022) - [j152]Hao Liu, Qingyu Guo, Hengshu Zhu, Fuzhen Zhuang, Shenwen Yang, Dejing Dou, Hui Xiong:
Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond. ACM Trans. Knowl. Discov. Data 16(5): 98:1-98:24 (2022) - [j151]Nengjun Zhu, Jian Cao, Xinjiang Lu, Chuanren Liu, Hao Liu, Yanyan Li, Xiangfeng Luo, Hui Xiong:
Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network. ACM Trans. Knowl. Discov. Data 16(6): 116:1-116:23 (2022) - [j150]Jingjing Gu, Qiang Zhou, Jingyuan Yang, Yanchi Liu, Fuzhen Zhuang, Yanchao Zhao, Hui Xiong:
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems. IEEE Trans. Knowl. Data Eng. 34(2): 640-652 (2022) - [j149]Hao Liu, Yongxin Tong, Jindong Han, Panpan Zhang, Xinjiang Lu, Hui Xiong:
Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation. IEEE Trans. Knowl. Data Eng. 34(2): 723-735 (2022) - [j148]Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He:
A Survey on Knowledge Graph-Based Recommender Systems. IEEE Trans. Knowl. Data Eng. 34(8): 3549-3568 (2022) - [j147]Tieyun Qian, Yile Liang, Qing Li, Hui Xiong:
Attribute Graph Neural Networks for Strict Cold Start Recommendation. IEEE Trans. Knowl. Data Eng. 34(8): 3597-3610 (2022) - [j146]Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Tong Xu, Hui Xiong:
Semi-Supervised City-Wide Parking Availability Prediction via Hierarchical Recurrent Graph Neural Network. IEEE Trans. Knowl. Data Eng. 34(8): 3984-3996 (2022) - [j145]Yuanbo Xu, Yongjian Yang, En Wang, Fuzhen Zhuang, Hui Xiong:
Detect Professional Malicious User With Metric Learning in Recommender Systems. IEEE Trans. Knowl. Data Eng. 34(9): 4133-4146 (2022) - [j144]Jingbo Zhou, Tao Huang, Shuangli Li, Renjun Hu, Yanchi Liu, Yanjie Fu, Hui Xiong:
Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach. IEEE Trans. Knowl. Data Eng. 34(12): 5681-5692 (2022) - [j143]Renjun Hu, Jingbo Zhou, Xinjiang Lu, Hengshu Zhu, Shuai Ma, Hui Xiong:
$\mathsf{NCF}$NCF: A Neural Context Fusion Approach to Raw Mobility Annotation. IEEE Trans. Mob. Comput. 21(1): 226-238 (2022) - [j142]Yanan Wang, Tong Xu, Xin Niu, Chang Tan, Enhong Chen, Hui Xiong:
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control. IEEE Trans. Mob. Comput. 21(6): 2228-2242 (2022) - [j141]Dazhong Shen, Chuan Qin, Hengshu Zhu, Tong Xu, Enhong Chen, Hui Xiong:
Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment. ACM Trans. Inf. Syst. 40(1): 15:1-15:36 (2022) - [j140]Nengjun Zhu, Jian Cao, Xinjiang Lu, Hui Xiong:
Learning a Hierarchical Intent Model for Next-Item Recommendation. ACM Trans. Inf. Syst. 40(2): 38:1-38:28 (2022) - [j139]