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ORCIDHui Xiong 0001
Person information
- affiliation: Hong Kong University of Science and Technology
- 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
- Hui Xiong 0004 — Hainan University, School of Mechanical and Electrical Engineering, Haikou, China (and 1 more)
- Hui Xiong 0005 — Zhejiang University of Technology, College of Information Engineering, Hangzhou, China
- Hui Xiong 0006 — Tsinghua University, Beijing, China
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2020 – today
- 2024
[j225]Rui Chang, Xin Wei, Xi Zhang, Hui Xiong, Hengshu Zhu:
How recommendation letters affect career Mobility：Evidence from a social networking sites LinkedIn. Comput. Hum. Behav. 152: 108084 (2024)- [j224]Chenguang Du, Kaichun Yao, Hengshu Zhu, Deqing Wang, Fuzhen Zhuang, Hui Xiong:
Mining technology trends in scientific publications: a graph propagated neural topic modeling approach. Knowl. Inf. Syst. 66(5): 3085-3114 (2024) - [j223]Ziyue Qiao, Meng Xiao, Weiyu Guo, Xiao Luo, Hui Xiong:
Information filtering and interpolating for semi-supervised graph domain adaptation. Pattern Recognit. 153: 110498 (2024) - [j222]Jindong Han, Weijia Zhang, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong:
BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks. Proc. VLDB Endow. 17(5): 1081-1090 (2024) - [j221]Han Wu, Guanqi Zhu, Qi Liu, Hengshu Zhu, Hao Wang, Hongke Zhao, Chuanren Liu, Enhong Chen, Hui Xiong:
A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction. IEEE Trans. Big Data 10(1): 35-54 (2024) - [j220]Yang Yang, Hongchen Wei, Hengshu Zhu, Dianhai Yu, Hui Xiong, Jian Yang:
Exploiting Cross-Modal Prediction and Relation Consistency for Semisupervised Image Captioning. IEEE Trans. Cybern. 54(2): 890-902 (2024) - [j219]Xiaohan Hao, Chao Lin, Wenhan Dong, Xinyi Huang, Hui Xiong:
Robust and Secure Federated Learning Against Hybrid Attacks: A Generic Architecture. IEEE Trans. Inf. Forensics Secur. 19: 1576-1588 (2024) - [j218]Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong:
DEWP: Deep Expansion Learning for Wind Power Forecasting. ACM Trans. Knowl. Discov. Data 18(3): 71:1-71:21 (2024) - [j217]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. ACM Trans. Knowl. Discov. Data 18(4): 76:1-76:22 (2024) - [j216]Yuanbo Xu, En Wang, Yongjian Yang, Hui Xiong:
GS-RS: A Generative Approach for Alleviating Cold Start and Filter Bubbles in Recommender Systems. IEEE Trans. Knowl. Data Eng. 36(2): 668-681 (2024) - [j215]Ziming Ye, Xiao Zhang, Xu Chen, Hui Xiong, Dongxiao Yu:
Adaptive Clustering Based Personalized Federated Learning Framework for Next POI Recommendation With Location Noise. IEEE Trans. Knowl. Data Eng. 36(5): 1843-1856 (2024) - [j214]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network. IEEE Trans. Knowl. Data Eng. 36(5): 1991-2008 (2024) - [j213]Xiaoshan Yu, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu, Hui Xiong:
RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer. IEEE Trans. Knowl. Data Eng. 36(7): 3429-3442 (2024) - [j212]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) - [j211]Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Enhong Chen, Hui Xiong:
SetRank: A Setwise Bayesian Approach for Collaborative Ranking in Recommender System. ACM Trans. Inf. Syst. 42(2): 56:1-56:32 (2024) - [j210]Qizhi Wan, Changxuan Wan, Keli Xiao, Hui Xiong, Dexi Liu, Xiping Liu, Rong Hu:
Token-Event-Role Structure-Based Multi-Channel Document-Level Event Extraction. ACM Trans. Inf. Syst. 42(4): 104:1-104:27 (2024) - [j209]Hanzhe Li, Jingjing Gu, Xinjiang Lu, Dazhong Shen, Yuting Liu, YaNan Deng, Guoliang Shi, Hui Xiong:
Beyond Relevance: Factor-level Causal Explanation for User Travel Decisions with Counterfactual Data Augmentation. ACM Trans. Inf. Syst. 42(5): 128:1-128:31 (2024) - [j208]Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong:
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning. IEEE Trans. Serv. Comput. 17(3): 1001-1015 (2024) - [j207]Siyang Li, Hui Xiong, Yize Chen:
DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model. IEEE Trans. Smart Grid 15(4): 3936-3949 (2024) - [j206]Chuang Zhao, Hongke Zhao, Hengshu Zhu, Zhenya Huang, Nan Feng, Enhong Chen, Hui Xiong:
Bi-Discriminator Domain Adversarial Neural Networks With Class-Level Gradient Alignment. IEEE Trans. Syst. Man Cybern. Syst. 54(9): 5283-5295 (2024) - [j205]Ziyue Qiao, Pengyang Wang, Pengfei Wang, Zhiyuan Ning, Yanjie Fu, Yi Du, Yuanchun Zhou, Jianqiang Huang, Xian-Sheng Hua, Hui Xiong:
A Dual-channel Semi-supervised Learning Framework on Graphs via Knowledge Transfer and Meta-learning. ACM Trans. Web 18(2): 18:1-18:26 (2024) - [j204]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): 60 (2024) - [c314]Shengzhe Zhang, Liyi Chen, Chao Wang, Shuangli Li, Hui Xiong:
Temporal Graph Contrastive Learning for Sequential Recommendation. AAAI 2024: 9359-9367 - [c313]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: 16623-16632 - [c312]Shengming Zhang, Hao Zhong, Yong Ge, Hui Xiong:
Bring Me a Good One: Seeking High-potential Startups using Heterogeneous Venture Information Networks. HICSS 2024: 4323-4332 - [c311]Hao Zhong, Zixuan Yuan, Denghui Zhang, Yi Jiang, Shengming Zhang, Hui Xiong:
AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy. HICSS 2024: 4333-4342 - [c310]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: 667-678 - [c309]Jiechao Guan, Hui Xiong:
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning. ICLR 2024 - [c308]Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong:
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction. ICLR 2024 - [c307]Weijia Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou, Hui Xiong:
Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach. ICML 2024 - [c306]Wen Gao, Zhiwen Yu, Hui Xiong, Bin Guo, Liang Wang, Yuan Yao:
Parallel Task Scheduling in Autonomous Robotic Systems: An Event-Driven Multimodal Prediction Approach. ICPP 2024: 742-751 - [c305]Wenyuan Jiang, Wenwei Wu, Le Zhang, Zixuan Yuan, Jian Xiang, Jingbo Zhou, Hui Xiong:
Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks. KDD 2024: 1301-1312 - [c304]Qian Sun, Rui Zha, Le Zhang, Jingbo Zhou, Yu Mei, Zhiling Li, Hui Xiong:
CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control. KDD 2024: 2765-2774 - [c303]Congxi Xiao, Jingbo Zhou, Yixiong Xiao, Jizhou Huang, Hui Xiong:
ReFound: Crafting a Foundation Model for Urban Region Understanding upon Language and Visual Foundations. KDD 2024: 3527-3538 - [c302]Kaichen Zhang, Zixuan Yuan, Hui Xiong:
Optimized Cost Per Click in Online Advertising: A Theoretical Analysis. KDD 2024: 4232-4243 - [c301]Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Yanjie Fu, Jingbo Zhou, Yu Mei, Hui Xiong:
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks. KDD 2024: 4302-4313 - [c300]Wenzhao Jiang, Jindong Han, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong:
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction. KDD 2024: 5206-5217 - [c299]Tianfu Wang, Liwei Deng, Chao Wang, Jianxun Lian, Yue Yan, Nicholas Jing Yuan, Qi Zhang, Hui Xiong:
COMET: NFT Price Prediction with Wallet Profiling. KDD 2024: 5893-5904 - [c298]Yuyang Ye, Lu-An Tang, Haoyu Wang, Runlong Yu, Wenchao Yu, Erhu He, Haifeng Chen, Hui Xiong:
PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization. KDD 2024: 6148-6157 - [c297]Weijia Zhang, Jindong Han, Zhao Xu, Hang Ni, Hao Liu, Hui Xiong:
Urban Foundation Models: A Survey. KDD 2024: 6633-6643 - [c296]Hengshu Zhu, Yong Ge, Hui Xiong, Ee-Peng Lim:
The 5th International Workshop on Talent and Management Computing (TMC'2024). KDD 2024: 6759-6760 - [c295]Zhi Zheng, Xiao Hu, Shanshan Gao, Hengshu Zhu, Hui Xiong:
MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment. SIGIR 2024: 543-552 - [c294]Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong:
AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations. SIGIR 2024: 1242-1252 - [c293]Yunqin Zhu, Chao Wang, Qi Zhang, Hui Xiong:
Graph Signal Diffusion Model for Collaborative Filtering. SIGIR 2024: 1380-1390 - [c292]Le Dai, Yu Yin, Enhong Chen, Hui Xiong:
Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification. SIGIR 2024: 2682-2686 - [c291]Shuyao Wang, Yongduo Sui, Jiancan Wu, Zhi Zheng, Hui Xiong:
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation. WSDM 2024: 740-749 - [c290]Zhi Zheng, Wenshuo Chao, Zhaopeng Qiu, Hengshu Zhu, Hui Xiong:
Harnessing Large Language Models for Text-Rich Sequential Recommendation. WWW 2024: 3207-3216 - [c289]Shuyao Wang, Yongduo Sui, Chao Wang, Hui Xiong:
Unleashing the Power of Knowledge Graph for Recommendation via Invariant Learning. WWW 2024: 3745-3755 - [c288]Liyi Chen, Chuan Qin, Ying Sun, Xin Song, Tong Xu, Hengshu Zhu, Hui Xiong:
Collaboration-Aware Hybrid Learning for Knowledge Development Prediction. WWW 2024: 3976-3985 - [i133]Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong:
DEWP: Deep Expansion Learning for Wind Power Forecasting. CoRR abs/2401.00644 (2024) - [i132]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 abs/2401.11929 (2024) - [i131]Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong:
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction. CoRR abs/2401.14166 (2024) - [i130]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 abs/2401.16011 (2024) - [i129]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 abs/2402.01749 (2024) - [i128]Shuyao Wang, Yongduo Sui, Jiancan Wu, Zhi Zheng, Hui Xiong:
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation. CoRR abs/2402.02855 (2024) - [i127]Siyang Li, Hui Xiong, Yize Chen:
DiffPLF: A Conditional Diffusion Model for Probabilistic Forecasting of EV Charging Load. CoRR abs/2402.13548 (2024) - [i126]Leilei Ding, Dazhong Shen, Chao Wang, Tianfu Wang, Le Zhang, Hui Xiong, Yanyong Zhang:
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives. CoRR abs/2403.04287 (2024) - [i125]Zhi Zheng, Wenshuo Chao, Zhaopeng Qiu, Hengshu Zhu, Hui Xiong:
Harnessing Large Language Models for Text-Rich Sequential Recommendation. CoRR abs/2403.13325 (2024) - [i124]Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong:
AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations. CoRR abs/2403.17416 (2024) - [i123]Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong:
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss. CoRR abs/2404.02731 (2024) - [i122]Zhihao Guan, Jia-Qi Yang, Yang Yang, Hengshu Zhu, Wenjie Li, Hui Xiong:
JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer. CoRR abs/2404.04313 (2024) - [i121]Zhiqi Huang, Hui Xiong, Haoyu Wang, Longguang Wang, Zhiheng Li:
Mask-ControlNet: Higher-Quality Image Generation with An Additional Mask Prompt. CoRR abs/2404.05331 (2024) - [i120]Feihu Jiang, Chuan Qin, Kaichun Yao, Chuyu Fang, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong:
Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models. CoRR abs/2404.08695 (2024) - [i119]Jianqi Zhang, Jingyao Wang, Wenwen Qiang, Fanjiang Xu, Changwen Zheng, Fuchun Sun, Hui Xiong:
Intriguing Properties of Positional Encoding in Time Series Forecasting. CoRR abs/2404.10337 (2024) - [i118]Weiyu Guo, Ziyue Qiao, Ying Sun, Hui Xiong:
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis. CoRR abs/2404.11213 (2024) - [i117]Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong:
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation. CoRR abs/2404.12633 (2024) - [i116]Feihu Jiang, Chuan Qin, Jingshuai Zhang, Kaichun Yao, Xi Chen, Dazhong Shen, Chen Zhu, Hengshu Zhu, Hui Xiong:
Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach. CoRR abs/2404.13067 (2024) - [i115]Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yuekun Dai, Peiqing Yang, Chen Change Loy, Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha, Jun Cao, Cheng Li, Shu Chen, Liang Ma, Shiyang Zhou, Haijin Zeng, Kai Feng, Yongyong Chen, Jingyong Su, Xianyu Guan, Hongyuan Yu, Cheng Wan, Jiamin Lin, Binnan Han, Yajun Zou, Zhuoyuan Wu, Yuan Huang, Yongsheng Yu, Daoan Zhang, Jizhe Li, Xuanwu Yin, Kunlong Zuo, Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong, Wei Yu, Bingchun Luo, Sabari Nathan, Priya Kansal:
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results. CoRR abs/2405.04867 (2024) - [i114]Tianfu Wang, Liwei Deng, Chao Wang, Jianxun Lian, Yue Yan, Nicholas Jing Yuan, Qi Zhang, Hui Xiong:
COMET: NFT Price Prediction with Wallet Profiling. CoRR abs/2405.10640 (2024) - [i113]Runwei Guan, Ruixiao Zhang, Ningwei Ouyang, Jianan Liu, Ka Lok Man, Xiaohao Cai, Ming Xu, Jeremy S. Smith, Eng Gee Lim, Yutao Yue, Hui Xiong:
Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension. CoRR abs/2405.12821 (2024) - [i112]Yunfan Lu, Zipeng Wang, Yusheng Wang, Hui Xiong:
HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera. CoRR abs/2405.13389 (2024) - [i111]Kaichen Zhang, Zixuan Yuan, Hui Xiong:
Optimized Cost Per Click in Online Advertising: A Theoretical Analysis. CoRR abs/2405.14279 (2024) - [i110]Weiyu Guo, Ying Sun, Yijie Xu, Ziyue Qiao, Yongkui Yang, Hui Xiong:
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network. CoRR abs/2405.14398 (2024) - [i109]Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Hui Xiong:
Holistic Memory Diversification for Incremental Learning in Growing Graphs. CoRR abs/2406.07413 (2024) - [i108]Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong:
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities. CoRR abs/2406.11357 (2024) - [i107]Xi Chen, Chuan Qin, Chuyu Fang, Chao Wang, Chen Zhu, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong:
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking. CoRR abs/2406.11920 (2024) - [i106]Wenzhao Jiang, Jindong Han, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong:
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction. CoRR abs/2406.12923 (2024) - [i105]Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong:
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning. CoRR abs/2406.17334 (2024) - [i104]Yuyang Ye, Lu-An Tang, Haoyu Wang, Runlong Yu, Wenchao Yu, Erhu He, Haifeng Chen, Hui Xiong:
PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization. CoRR abs/2407.08910 (2024) - [i103]Zeen Song, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong:
On the Discriminability of Self-Supervised Representation Learning. CoRR abs/2407.13541 (2024) - 2023
- [j203]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: 103886 (2023) - [j202]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) - [j201]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) - [j200]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) - [j199]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) - [j198]Hongke Zhao, Chuang Zhao, Xi Zhang, Nanlin Liu, Hengshu Zhu, Qi Liu, Hui Xiong:
An Ensemble Learning Approach with Gradient Resampling for Class-Imbalance Problems. INFORMS J. Comput. 35(4): 747-763 (2023) - [j197]Junming Liu, Mingfei Teng, Weiwei Chen, Hui Xiong:
A Cost-Effective Sequential Route Recommender System for Taxi Drivers. INFORMS J. Comput. 35(5): 1098-1119 (2023) - [j196]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) - [j195]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) - [j194]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) - [j193]Heli Sun, Chen Cao, Xuguang Chu, Tingting Hu, Junzhi Lu, Liang He, Zhi Wang, Hui He, Hui Xiong:
What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction. ACM Trans. Intell. Syst. Technol. 14(6): 112:1-112:21 (2023) - [j192]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) - [j191]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) - [j190]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) - [j189]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) - [j188]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) - [j187]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) - [j186]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) - [j185]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) - [j184]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) - [j183]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) - [j182]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) - [j181]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) - [j180]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) - [j179]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) - [j178]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) - [j177]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) - [j176]