Hui Xiong

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 129

Top Venues

CoRR

IEEE Trans. Knowl. Data Eng.

AAAI

Publications

Yunqin Zhu, Chao Wang, Qi Zhang, Hui Xiong
Graph Signal Diffusion Model for Collaborative Filtering. SIGIR (2024)
Mengling Wang, Yongkang Wang, Lin He, Ju Huang, Yanying Tan, Wen Zhang, Zhinan Mei, Hui Xiong
AI-driven determination of active compounds and investigation of multi-pharmacological effects of Chrysanthemi Flos. Comput. Biol. Medicine 180 (2024)
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. World Wide Web (WWW) 27 (5) (2024)
Jinhui Ye, Xing Wang, Wenxiang Jiao, Junwei Liang, Hui Xiong
Improving Gloss-free Sign Language Translation by Reducing Representation Density. CoRR (2024)
Zixuan Yuan, Hao Liu, Haoyi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification. AAAI (2024)
Rui Zha, Le Zhang, Shuangli Li, Jingbo Zhou, Tong Xu, Hui Xiong, Enhong Chen
Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations. ICDE (2024)
Le Dai, Yu Yin, Enhong Chen, Hui Xiong
Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification. SIGIR (2024)
Yuting He, Xiyuan Liu, Hui Xiong, He Gong
A gateway to acquaintance community: Elderly migrants' collective domestication of interest-oriented group chats in China. New Media Soc. 26 (8) (2024)
Weilin Lin, Li Liu, Shaokui Wei, Jianze Li, Hui Xiong
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness. CoRR (2024)
Hyejeong Jo, Yiqian Yang, Juhyeok Han, Yiqun Duan, Hui Xiong, Won Hee Lee
Are EEG-to-Text Models Working? CoRR (2024)
Jinliang Deng, Xuan Song, Ivor W. Tsang, Hui Xiong
The Bigger the Better? Rethinking the Effective Model Scale in Long-term Time Series Forecasting. CoRR (2024)
Shengzhe Zhang, Liyi Chen, Chao Wang, Shuangli Li, Hui Xiong
Temporal Graph Contrastive Learning for Sequential Recommendation. AAAI (2024)
Weijia Zhang, Jindong Han, Zhao Xu, Hang Ni, Hao Liu, Hui Xiong
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models. CoRR (2024)
Yiqian Yang, Hyejeong Jo, Yiqun Duan, Qiang Zhang, Jinni Zhou, Won Hee Lee, Renjing Xu, Hui Xiong
MAD: Multi-Alignment MEG-to-Text Decoding. CoRR (2024)
Dicong Qiu, Wenzong Ma, Zhenfu Pan, Hui Xiong, Junwei Liang
Open-vocabulary Mobile Manipulation in Unseen Dynamic Environments with 3D Semantic Maps. CoRR (2024)
Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Jingang Wang, Zhenyu Chen, Jieyu Zhao, Hui Xiong
Rethinking LLM-based Preference Evaluation. CoRR (2024)
Yiqian Yang, Yiqun Duan, Qiang Zhang, Renjing Xu, Hui Xiong
Decode Neural signal as Speech. CoRR (2024)
Chao Chen, Chenghua Guo, Rui Xu, Xiangwen Liao, Xi Zhang, Sihong Xie, Hui Xiong, Philip S. Yu
Uncertainty Quantification on Graph Learning: A Survey. CoRR (2024)
Hao Wu, Ruochong Li, Hao Wang, Hui Xiong
COM3D: Leveraging Cross-View Correspondence and Cross-Modal Mining for 3D Retrieval. CoRR (2024)
Wei Ju, Yiyang Gu, Zhengyang Mao, Ziyue Qiao, Yifang Qin, Xiao Luo, Hui Xiong, Ming Zhang
GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling. CoRR (2024)
Hui Xiong, Congying Chu, Lingzhong Fan, Ming Song, Jiaqi Zhang, Yawei Ma, Ruonan Zheng, Junyang Zhang, Zhengyi Yang, Tianzi Jiang
Digital twin brain: a bridge between biological intelligence and artificial intelligence. CoRR (2023)
Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction. NeurIPS (2023)
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) (2023)
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) (2023)
Pengcheng Wang, Hui Xiong, Haoxiang He
Bearing fault diagnosis under various conditions using an incremental learning-based multi-task shared classifier. Knowl. Based Syst. 266 (2023)
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 (2023)
Chen Qian, Hui Xiong, Jiyun Li
FeDeFo: A Personalized Federated Deep Forest Framework for Alzheimer's Disease Diagnosis. SEKE (2023)
Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Hui Xiong
Cross-modality Data Augmentation for End-to-End Sign Language Translation. EMNLP (Findings) (2023)
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) (2023)
Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Hui Xiong
Cross-modality Data Augmentation for End-to-End Sign Language Translation. CoRR (2023)
Wenzhao Jiang, Hao Liu, Hui Xiong
Survey on Trustworthy Graph Neural Networks: From A Causal Perspective. CoRR (2023)
Chao Wang, Hengshu Zhu, Dazhong Shen, Wei Wu, Hui Xiong
Preference or Intent? Double Disentangled Collaborative Filtering. CoRR (2023)
Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong
Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity. CoRR (2023)
Yiqi Lin, Haotian Bai, Sijia Li, Haonan Lu, Xiaodong Lin, Hui Xiong, Lin Wang
CompoNeRF: Text-guided Multi-object Compositional NeRF with Editable 3D Scene Layout. CoRR (2023)
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) (2023)
Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification. CoRR (2023)
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) (2023)
Yongxian Fan, Hui Xiong, Guicong Sun
DeepASDPred: a CNN-LSTM-based deep learning method for Autism spectrum disorders risk RNA identification. BMC Bioinform. 24 (1) (2023)
Siyang Li, Hui Xiong, Yize Chen
DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model. CoRR (2023)
Zheyuan Hu, Yi Cheng, Hui Xiong, Xu Zhang
Assembly makespan estimation using features extracted by a topic model. Knowl. Based Syst. 276 (2023)
Jinhui Ye, Jiaming Zhou, Hui Xiong, Junwei Liang
GeoDeformer: Geometric Deformable Transformer for Action Recognition. CoRR (2023)
Yiqi Lin, Hao Wu, Ruichen Wang, Haonan Lu, Xiaodong Lin, Hui Xiong, Lin Wang
Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback. CoRR (2023)
Lu Dai, Liqian Ma, Shenhan Qian, Hao Liu, Ziwei Liu, Hui Xiong
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing. ICCV (2023)
Lu Dai, Liqian Ma, Shenhan Qian, Hao Liu, Ziwei Liu, Hui Xiong
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing. CoRR (2023)
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) (2023)
Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction. CoRR (2023)
Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai
HomoGCL: Rethinking Homophily in Graph Contrastive Learning. CoRR (2023)
Ming Jin, Qingsong Wen, Yuxuan Liang, Chaoli Zhang, Siqiao Xue, Xue Wang, James Zhang, Yi Wang, Haifeng Chen, Xiaoli Li, Shirui Pan, Vincent S. Tseng, Yu Zheng, Lei Chen, Hui Xiong
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook. CoRR (2023)
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) (2023)
Haoyi Zhou, Jianxin Li, Shanghang Zhang, Shuai Zhang, Mengyi Yan, Hui Xiong
Expanding the prediction capacity in long sequence time-series forecasting. Artif. Intell. 318 (2023)
Zhengyu Hu, Jieyu Zhang, Yue Yu, Yuchen Zhuang, Hui Xiong
How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking. CoRR (2023)
Zhuoning Guo, Hao Liu, Le Zhang, Qi Zhang, Hengshu Zhu, Hui Xiong
Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning. KDD (2022)
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) (2022)
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. CoRR (2022)
Kun Yuan, Cunbo Zhuang, Jinshan Liu, Jindan Feng, Hui Xiong, Jiancheng Shi
Nonlinear Kalman Filter Based Shop Floor RFID Data Fusion Algorithm. CSAE (2022)
Weihang Ning, Jianhua Liu, Hui Xiong
Knowledge discovery using an enhanced latent Dirichlet allocation-based clustering method for solving on-site assembly problems. Robotics Comput. Integr. Manuf. 73 (2022)
Jinzhen Liu, Kaiwen Tian, Hui Xiong, Yu Zheng
Fast denoising of multi-channel transcranial magnetic stimulation signal based on improved generalized mathematical morphological filtering. Biomed. Signal Process. Control. 72 (Part) (2022)
Keqiang Li, Hui Xiong, Dameng Yu, Jinxin Liu, Yu-ang Guo, Jianqiang Wang
An End-to-End Multi-Task Learning Model for Drivable Road Detection via Edge Refinement and Geometric Deformation. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Keqiang Li, Hui Xiong, Jinxin Liu, Qing Xu, Jianqiang Wang
Real-Time Monocular Joint Perception Network for Autonomous Driving. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences. NeurIPS (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
MetAug: Contrastive Learning via Meta Feature Augmentation. ICML (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Interventional Contrastive Learning with Meta Semantic Regularizer. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. CoRR (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Interventional Contrastive Learning with Meta Semantic Regularizer. ICML (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
MetAug: Contrastive Learning via Meta Feature Augmentation. CoRR (2022)
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(Extended Abstract). ICDE (2022)
Xiang Li, Yunhui Wang, Junming Liu, Hui Xiong
Visual Communication and Fashion Popularity Contagion in Social Networks. ICIS (2022)
Menglin Yang, Min Zhou, Zhihao Li, Jiahong Liu, Lujia Pan, Hui Xiong, Irwin King
Hyperbolic Graph Neural Networks: A Review of Methods and Applications. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. NeurIPS (2022)
Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Quan Z. Sheng, Hui Xiong
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning. CoRR (2021)
Yutian Chen, Hui Xiong, Ying-Ju Chen
Should traditional retailers function as pre-warehouses of online retailers? Int. J. Prod. Res. 59 (5) (2021)
Jinyin Chen, Xiang Lin, Hui Xiong, Yangyang Wu, Haibin Zheng, Qi Xuan
Smoothing Adversarial Training for GNN. IEEE Trans. Comput. Soc. Syst. 8 (3) (2021)
Kaichun Yao, Chuan Qin, Hengshu Zhu, Chao Ma, Jingshuai Zhang, Yi Du, Hui Xiong
An Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment. CIKM (2021)
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. AAAI (2021)
Jinyin Chen, Xiang Lin, Dunjie Zhang, Wenrong Jiang, Guohan Huang, Hui Xiong, Yun Xiang
Graphfool: Targeted Label Adversarial Attack on Graph Embedding. CoRR (2021)
Yihang Cheng, Xinlin Tang, Xi Zhang, Hui Xiong
Effectiveness of AI in Strategic Decision Making: An Empirical Study on Identifying High-Potential Talents. ICIS (2021)
Carter Blum, Hao Liu, Hui Xiong
CoordiQ : Coordinated Q-learning for Electric Vehicle Charging Recommendation. CoRR (2021)
Jinyin Chen, Hui Xiong, Haibin Zheng, Zhaoyan Ming, Yi Liu
Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images. IEEE Trans. Circuits Syst. II Express Briefs 68 (7) (2021)
Hui Xiong
PACIS Keynote Session II. PACIS (2021)
Cunbo Zhuang, Tian Miao, Jianhua Liu, Hui Xiong
The connotation of digital twin, and the construction and application method of shop-floor digital twin. Robotics Comput. Integr. Manuf. 68 (2021)
Jiangmeng Li, Wenwen Qiang, Hang Gao, Bing Su, Farid Razzak, Jie Hu, Changwen Zheng, Hui Xiong
Information Theory-Guided Heuristic Progressive Multi-View Coding. CoRR (2021)
Yang Yang, Hongchen Wei, Hengshu Zhu, Dianhai Yu, Hui Xiong, Jian Yang
Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning. CoRR (2021)
Jinyin Chen, Haibin Zheng, Hui Xiong, Ruoxi Chen, Tianyu Du, Zhen Hong, Shouling Ji
FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique. Comput. Secur. 104 (2021)
Jinxin Liu, Hui Xiong, Tinghan Wang, Heye Huang, Zhihua Zhong, Yugong Luo
Probabilistic vehicle trajectory prediction via driver characteristic and intention estimation model under uncertainty. Ind. Robot 48 (6) (2021)
Jinxin Liu, Hui Xiong, Heye Huang, Yugong Luo, Zhihua Zhong, Keqiang Li
Probabilistic Long-term Vehicle Trajectory Prediction via Driver Awareness Model. IV (2020)
Jinyin Chen, Haibin Zheng, Ruoxi Chen, Hui Xiong
RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours. Comput. Secur. 96 (2020)
Yang Yang, Zhen-Qiang Sun, Hui Xiong, Jian Yang
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification. CoRR (2020)
Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Hui Xiong
Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks. ICDE (2020)
Jin-Yin Chen, Haibin Zheng, Hui Xiong, Shijing Shen, Mengmeng Su
MAG-GAN: Massive attack generator via GAN. Inf. Sci. 536 (2020)
Zhou Yang, Heli Sun, Jianbin Huang, Zhongbin Sun, Hui Xiong, Shaojie Qiao, Ziyu Guan, Xiaolin Jia
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization. IEEE Trans. Knowl. Data Eng. 32 (2) (2020)
Theodore T. Allen, Hui Xiong, Shih-Hsien Tseng
Expert Refined Topic Models to Edit Topic Clusters in Image Analysis Applied to Welding Engineering. Informatics 7 (3) (2020)
Hui Xiong, Chih-Jen Lin
Introduction to the Special Issue on the Best Papers from KDD 2018. ACM Trans. Knowl. Discov. Data 14 (5) (2020)
Gong-hui Jian, Bing-zhu Su, Wen-jia Zhou, Hui Xiong
Application of network pharmacology and molecular docking to elucidate the potential mechanism of Eucommia ulmoides-Radix Achyranthis Bidentatae against osteoarthritis. BioData Min. 13 (1) (2020)
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. CoRR (2020)
Hui Xiong, Lu Ma, Mengxi Ning, Xu Zhao, Jinxian Weng
The tolerable waiting time: A generalized Pareto distribution model with empirical investigation. Comput. Ind. Eng. 137 (2019)
Hui Xiong, Lu Ma, Chong Wei, Xuedong Yan, Sivaramakrishnan Srinivasan, Jinchuan Chen
Exploring Behavioral Heterogeneities of Elementary School Students' Commute Mode Choices Through the Urban Travel Big Data of Beijing, China. IEEE Access 7 (2019)
Dameng Yu, Hui Xiong, Qing Xu, Jianqiang Wang, Keqiang Li
Continuous Pedestrian Orientation Estimation using Human Keypoints. ISCAS (2019)
Hui Xiong, Jacek Ilow
Machine Learning for Location and Orientation Fingerprinting in MIMO WLANs. CNSM (2019)
Jinyin Chen, Mengmeng Su, Shijing Shen, Hui Xiong, Haibin Zheng
POBA-GA: Perturbation optimized black-box adversarial attacks via genetic algorithm. Comput. Secur. 85 (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hui Xiong