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Hui 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
— 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
- 2025
- [j246]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. Sci. China Inf. Sci. 68(1) (2025) - [j245]Aiwei Liu
, Leyi Pan
, Yijian Lu
, Jingjing Li
, Xuming Hu
, Xi Zhang
, Lijie Wen
, Irwin King
, Hui Xiong
, Philip S. Yu
:
A Survey of Text Watermarking in the Era of Large Language Models. ACM Comput. Surv. 57(2): 47:1-47:36 (2025) - [j244]Shuai Jiang
, Wenjun Zhou
, Yanhong Guo, Hui Xiong:
Multiple financial analyst opinions aggregation based on uncertainty-aware quality evaluation. Eur. J. Oper. Res. 320(3): 720-738 (2025) - [j243]Wenwen Qiang, Zeen Song, Ziyin Gu, Jiangmeng Li
, Changwen Zheng, Fuchun Sun, Hui Xiong:
On the Generalization and Causal Explanation in Self-Supervised Learning. Int. J. Comput. Vis. 133(4): 1727-1754 (2025) - [j242]Jiangmeng Li, Zehua Zang, Qirui Ji, Chuxiong Sun, Wenwen Qiang
, Junge Zhang, Changwen Zheng, Fuchun Sun, Hui Xiong:
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective. Int. J. Comput. Vis. 133(6): 3542-3567 (2025) - [j241]Wen Gao
, Zhiwen Yu
, Liang Wang
, Helei Cui
, Bin Guo
, Hui Xiong
:
Hierarchical Deep Reinforcement Learning for Computation Offloading in Autonomous Multi-Robot Systems. IEEE Robotics Autom. Lett. 10(1): 540-547 (2025) - [j240]Zhihao Guan
, Jia-Qi Yang
, Yang Yang
, Hengshu Zhu
, Wenjie Li
, Hui Xiong
:
JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer. ACM Trans. Knowl. Discov. Data 19(1): 18:1-18:20 (2025) - [j239]Haiping Ma
, Manwei Li
, Chuan Qin
, Dazhong Shen
, Hengshu Zhu
, Xingyi Zhang
, Hui Xiong
:
Joint Ability Assessment for Talent Recruitment: A Neural Cognitive Diagnosis Approach. ACM Trans. Manag. Inf. Syst. 16(2): 1-25 (2025) - [j238]Dazhong Shen
, Chuan Qin
, Qi Zhang, Hengshu Zhu
, Hui Xiong
:
Handling Over-Smoothing and Over-Squashing in Graph Convolution With Maximization Operation. IEEE Trans. Neural Networks Learn. Syst. 36(5): 8743-8756 (2025) - [j237]Ying Sun
, Yang Ji
, Hengshu Zhu
, Fuzhen Zhuang
, Qing He
, Hui Xiong
:
Market-aware Long-term Job Skill Recommendation with Explainable Deep Reinforcement Learning. ACM Trans. Inf. Syst. 43(2): 46:1-46:35 (2025) - [c349]Mingze Gao, Jingyu Liu, Mingda Li, Jiangtao Xie, Qingbin Liu, Kevin Zhao, Xi Chen, Hui Xiong:
TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations. AAAI 2025: 3086-3094 - [c348]Yuyang Ye, Zhi Zheng, Yishan Shen, Tianshu Wang, Hengruo Zhang, Peijun Zhu, Runlong Yu, Kai Zhang, Hui Xiong:
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation. AAAI 2025: 13069-13077 - [c347]Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Xiao Luo, Hui Xiong:
Towards Continuous Reuse of Graph Models via Holistic Memory Diversification. ICLR 2025 - [c346]Xingjian Wu, Xiangfei Qiu, Zhengyu Li, Yihang Wang, Jilin Hu, Chenjuan Guo, Hui Xiong, Bin Yang:
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching. ICLR 2025 - [c345]Shengming Zhang
, Le Zhang
, Jingbo Zhou
, Zhi Zheng
, Hui Xiong
:
LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning. KDD (1) 2025: 1960-1971 - [c344]Siqi Lai
, Zhao Xu
, Weijia Zhang
, Hao Liu
, Hui Xiong
:
LLMLight: Large Language Models as Traffic Signal Control Agents. KDD (1) 2025: 2335-2346 - [c343]Pengfei Yu
, Jingjing Gu
, Dazhong Shen
, Xin Dong
, Yang Liu
, Hui Xiong
:
Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction. KDD (1) 2025: 2803-2814 - [c342]Shuyao Wang
, Zhi Zheng
, Yongduo Sui
, Hui Xiong
:
Unleashing the Power of Large Language Model for Denoising Recommendation. WWW 2025: 252-263 - [c341]Tianfu Wang
, Yi Zhan
, Jianxun Lian
, Zhengyu Hu
, Nicholas Jing Yuan
, Qi Zhang
, Xing Xie
, Hui Xiong
:
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System. WWW (Companion Volume) 2025: 510-519 - [c340]Shengzhe Zhang
, Liyi Chen
, Dazhong Shen
, Chao Wang
, Hui Xiong
:
Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation. WWW 2025: 3672-3682 - [c339]Jindong Han
, Hao Liu
, Jun Fang
, Naiqiang Tan
, Hui Xiong
:
Automatic Instruction Data Selection for Large Language Models via Uncertainty-Aware Influence Maximization. WWW 2025: 4969-4979 - [i193]Shengming Zhang, Le Zhang, Jingbo Zhou, Hui Xiong:
CHAT: Beyond Contrastive Graph Transformer for Link Prediction in Heterogeneous Networks. CoRR abs/2501.02760 (2025) - [i192]Shuang Cui, Yi Li, Jiangmeng Li, Xiongxin Tang, Bing Su, Fanjiang Xu, Hui Xiong:
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks. CoRR abs/2501.09052 (2025) - [i191]Dongjie Wang
, Yanyong Huang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Xinyuan Wang, Sixun Dong, Tao Zhe, Kunpeng Liu, Meng Xiao, Pengfei Wang, Pengyang Wang, Hui Xiong, Yanjie Fu:
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. CoRR abs/2501.10555 (2025) - [i190]Pengteng Li, Yunfan Lu, Pinhao Song, Wuyang Li, Huizai Yao, Hui Xiong:
EventVL: Understand Event Streams via Multimodal Large Language Model. CoRR abs/2501.13707 (2025) - [i189]Shengzhe Zhang, Liyi Chen, Dazhong Shen, Chao Wang, Hui Xiong:
Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation. CoRR abs/2501.14269 (2025) - [i188]Yang Ji, Ying Sun, Yuting Zhang, Zhigaoyuan Wang, Yuanxin Zhuang, Zheng Gong, Dazhong Shen, Chuan Qin, Hengshu Zhu, Hui Xiong:
A Comprehensive Survey on Self-Interpretable Neural Networks. CoRR abs/2501.15638 (2025) - [i187]Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong:
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System. CoRR abs/2501.15749 (2025) - [i186]Yunfan Lu, Yanlin Qian, Ziyang Rao, Junren Xiao, Liming Chen, Hui Xiong:
RGB-Event ISP: The Dataset and Benchmark. CoRR abs/2501.19129 (2025) - [i185]Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong, Fan Xu, Rui Chen, Yibo Yan, Qingsong Wen, Xuming Hu, Kun Wang, Jiahao Wu, Qing Li, Hui Xiong, Xiaomeng Huang:
OneForecast: A Universal Framework for Global and Regional Weather Forecasting. CoRR abs/2502.00338 (2025) - [i184]Rui Cai, Chao Wang, Qianyi Cai, Dazhong Shen, Hui Xiong:
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models. CoRR abs/2502.03715 (2025) - [i183]Wei Wu, Qiuyi Li, Mingyang Li, Kun Fu, Fuli Feng, Jieping Ye, Hui Xiong, Zheng Wang:
GENERator: A Long-Context Generative Genomic Foundation Model. CoRR abs/2502.07272 (2025) - [i182]Shuyao Wang, Zhi Zheng, Yongduo Sui, Hui Xiong:
Unleashing the Power of Large Language Model for Denoising Recommendation. CoRR abs/2502.09058 (2025) - [i181]Shiya Tsang, Ruiyao Miao, Junren Xiao, Hui Xiong:
AnimAlte:Designing AI-Infused Cartoon Videos to Improve Preschoolers' Language Learning with Family Engagement at Home. CoRR abs/2502.12526 (2025) - [i180]Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Shengjie Ma, Aofan Liu, Hui Xiong, Jian Guo:
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data. CoRR abs/2502.12583 (2025) - [i179]Weiyu Guo, Guoying Sun, JianXiang He, Tong Shao, Shaoguang Wang, Ziyang Chen, Meisheng Hong, Ying Sun, Hui Xiong:
A Survey of fMRI to Image Reconstruction. CoRR abs/2502.16861 (2025) - [i178]Junlong Ren, Hao Wu, Hui Xiong, Hao Wang:
SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation. CoRR abs/2502.19128 (2025) - [i177]Yunfan Lu, Xiaogang Xu, Hao Lu, Yanlin Qian, Pengteng Li, Huizai Yao, Bin Yang, Junyi Li, Qianyi Cai, Weiyu Guo, Hui Xiong:
SEE: See Everything Every Time - Adaptive Brightness Adjustment for Broad Light Range Images via Events. CoRR abs/2502.21120 (2025) - [i176]Junyi Li, Yongqiang Chen, Chenxi Liu, Qianyi Cai, Tongliang Liu, Bo Han, Kun Zhang, Hui Xiong:
Can Large Language Models Help Experimental Design for Causal Discovery? CoRR abs/2503.01139 (2025) - [i175]Lu Dai, Yijie Xu, Jinhui Ye, Hao Liu, Hui Xiong:
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction. CoRR abs/2503.01478 (2025) - [i174]Congxi Xiao, Jingbo Zhou, Yixiong Xiao, Xinjiang Lu, Lei Zhang, Hui Xiong:
TimeFound: A Foundation Model for Time Series Forecasting. CoRR abs/2503.04118 (2025) - [i173]Yijie Xu, Aiwei Liu, Xuming Hu, Lijie Wen, Hui Xiong:
Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking. CoRR abs/2503.04636 (2025) - [i172]Yuqi Hu, Longguang Wang, Xian Liu, Ling-Hao Chen, Yuwei Guo, Yukai Shi, Ce Liu, Anyi Rao, Zeyu Wang, Hui Xiong:
Simulating the Real World: A Unified Survey of Multimodal Generative Models. CoRR abs/2503.04641 (2025) - [i171]Runwei Guan, Jianan Liu, Ningwei Ouyang, Daizong Liu, Xiaolou Sun, Lianqing Zheng, Ming Xu, Yutao Yue, Hui Xiong:
Talk2PC: Enhancing 3D Visual Grounding through LiDAR and Radar Point Clouds Fusion for Autonomous Driving. CoRR abs/2503.08336 (2025) - [i170]Ming-Hsuan Yang, Zhi-An Huang, Zhihang Zheng, Yuqiao Liu, Shichen Zhang, Pengfei Zhang, Hui Xiong, Shaojun Tang:
HiCMamba: Enhancing Hi-C Resolution and Identifying 3D Genome Structures with State Space Modeling. CoRR abs/2503.10713 (2025) - [i169]Zhe Zhao, Haibin Wen, Pengkun Wang, Ye Wei
, Zaixi Zhang, Xi Lin, Fei Liu, Bo An, Hui Xiong, Yang Wang, Qingfu Zhang:
From Understanding to Excelling: Template-Free Algorithm Design through Structural-Functional Co-Evolution. CoRR abs/2503.10721 (2025) - [i168]Shaofeng Liang, Runwei Guan, Wangwang Lian, Daizong Liu, Xiaolou Sun, Dongming Wu, Yutao Yue, Weiping Ding, Hui Xiong:
Cognitive Disentanglement for Referring Multi-Object Tracking. CoRR abs/2503.11496 (2025) - [i167]Weiyu Guo, Ziyang Chen, Shaoguang Wang, JianXiang He, Yijie Xu, Jinhui Ye, Ying Sun, Hui Xiong:
Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding. CoRR abs/2503.13139 (2025) - [i166]Chuan Qin, Xin Chen, Chengrui Wang, Pengmin Wu, Xi Chen, Yihang Cheng, Jingyi Zhao, Meng Xiao, Xiangchao Dong, Qingqing Long, Boya Pan, Han Wu, Chengzan Li, Yuanchun Zhou, Hui Xiong, Hengshu Zhu:
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models. CoRR abs/2503.13503 (2025) - [i165]Hao Wu, Hao Wang, Ruochong Li, Xuran Ma, Hui Xiong:
3DBonsai: Structure-Aware Bonsai Modeling Using Conditioned 3D Gaussian Splatting. CoRR abs/2504.01619 (2025) - [i164]Hang Ni, Fan Liu, Xinyu Ma, Lixin Su, Shuaiqiang Wang, Dawei Yin, Hui Xiong, Hao Liu:
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning. CoRR abs/2504.08694 (2025) - [i163]Minghao Yang, Pengteng Li, Yan Liang, Qianyi Cai, Zhihang Zheng, Shichen Zhang, Pengfei Zhang, Zhi-An Huang, Hui Xiong:
Multimodal 3D Genome Pre-training. CoRR abs/2504.09060 (2025) - [i162]Kaichen Zhang, Yuzhong Hong, Junwei Bao, Hongfei Jiang, Yang Song, Dingqian Hong, Hui Xiong:
GVPO: Group Variance Policy Optimization for Large Language Model Post-Training. CoRR abs/2504.19599 (2025) - 2024
- [j236]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) - [j235]Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong:
Multi-dimensional ability diagnosis for machine learning algorithms. Sci. China Inf. Sci. 67(12) (2024) - [j234]Jingyao Wang
, Wenwen Qiang
, Xingzhe Su, Changwen Zheng, Fuchun Sun, Hui Xiong:
Towards Task Sampler Learning for Meta-Learning. Int. J. Comput. Vis. 132(12): 5534-5564 (2024) - [j233]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) - [j232]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) - [j231]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) - [j230]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) - [j229]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) - [j228]Xingzhe Su
, Changwen Zheng
, Wenwen Qiang
, Fengge Wu
, Junsuo Zhao, Fuchun Sun
, Hui Xiong
:
Manifold Constraint Regularization for Remote Sensing Image Generation. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j227]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) - [j226]Heli Sun
, Zunye Tang, Mengting Cao, Yu Wang, Zhou Yang
, Haokun Xue, Ruirui Xue, Liang He
, Hui Xiong
:
Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution. IEEE Trans. Intell. Transp. Syst. 25(10): 13546-13559 (2024) - [j225]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) - [j224]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) - [j223]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) - [j222]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) - [j221]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) - [j220]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) - [j219]Xiao Han
, Yuncong Yang
, Junjie Wu
, Hui Xiong
:
HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing. IEEE Trans. Knowl. Data Eng. 36(8): 3893-3905 (2024) - [j218]Yi Xu
, Liangzhe Han
, Leilei Sun
, Bowen Du
, Chuanren Liu
, Hui Xiong
:
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. IEEE Trans. Knowl. Data Eng. 36(10): 5039-5052 (2024) - [j217]Zhi Zheng
, Xiao Hu
, Zhaopeng Qiu
, Yuan Cheng
, Shanshan Gao
, Yang Song
, Hengshu Zhu
, Hui Xiong
:
Bilateral Multi-Behavior Modeling for Reciprocal Recommendation in Online Recruitment. IEEE Trans. Knowl. Data Eng. 36(11): 5681-5694 (2024) - [j216]Zixuan Yuan
, Junming Liu
, Haoyi Zhou
, Denghui Zhang
, Hao Liu
, Nengjun Zhu
, Hui Xiong
:
LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading. IEEE Trans. Knowl. Data Eng. 36(11): 6547-6559 (2024) - [j215]Yuyang Ye
, Hengshu Zhu
, Tianyi Cui
, Runlong Yu
, Le Zhang
, Hui Xiong
:
University Evaluation Through Graduate Employment Prediction: An Influence Based Graph Autoencoder Approach. IEEE Trans. Knowl. Data Eng. 36(11): 7255-7267 (2024) - [j214]Xiao Zhang
, Shuqing Xu
, Huashan Chen
, Zekai Chen
, Fuzhen Zhuang
, Hui Xiong
, Dongxiao Yu
:
Rethinking Robust Multivariate Time Series Anomaly Detection: A Hierarchical Spatio-Temporal Variational Perspective. IEEE Trans. Knowl. Data Eng. 36(12): 9136-9149 (2024) - [j213]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) - [j212]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) - [j211]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) - [j210]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) - [j209]Yiheng Jiang
, Yuanbo Xu
, Yongjian Yang
, Funing Yang
, Pengyang Wang
, Chaozhuo Li
, Fuzhen Zhuang
, Hui Xiong
:
TriMLP: A Foundational MLP-Like Architecture for Sequential Recommendation. ACM Trans. Inf. Syst. 42(6): 157:1-157:34 (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) - [c338]Shengzhe Zhang, Liyi Chen, Chao Wang, Shuangli Li, Hui Xiong:
Temporal Graph Contrastive Learning for Sequential Recommendation. AAAI 2024: 9359-9367 - [c337]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 - [c336]Qian Sun
, Le Zhang
, Jingbo Zhou
, Rui Zha
, Yu Mei
, Chujie Tian
, Hui Xiong
:
Spatio-Temporal Sequence Modeling for Traffic Signal Control. CIKM 2024: 4076-4080 - [c335]Yanjie Fu
, Dongjie Wang
, Hui Xiong
, Kunpeng Liu
:
Tabular Data-centric AI: Challenges, Techniques and Future Perspectives. CIKM 2024: 5522-5525 - [c334]Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong:
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss. CVPR Workshops 2024: 1095-1105 - [c333]Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li
, Shangcheng 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. CVPR Workshops 2024: 1136-1143 - [c332]Yuhan Ye, Jingbo Zhou, Shuangli Li, Congxi Xiao, Haochao Ying, Hui Xiong:
Hierarchical Cross-Level Graph Contrastive Learning for Drug-Drug Interaction Prediction. DASFAA (7) 2024: 232-242 - [c331]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. DASFAA (4) 2024: 273-290 - [c330]Shasha Hu, Chao Wang, Chuan Qin, Hengshu Zhu, Hui Xiong:
Super-Node Generation for GNN-Based Recommender Systems: Enhancing Distant Node Integration via Graph Coarsening. DASFAA (6) 2024: 353-363 - [c329]Yunfan Lu
, Guoqiang Liang
, Yusheng Wang
, Lin Wang, Hui Xiong
:
UniINR: Event-Guided Unified Rolling Shutter Correction, Deblurring, and Interpolation. ECCV (9) 2024: 1-20 - [c328]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. EMNLP 2024: 128-145 - [c327]Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong:
Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities. EMNLP (Findings) 2024: 8548-8572 - [c326]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 - [c325]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 - [c324]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 - [c323]Jiechao Guan, Hui Xiong:
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning. ICLR 2024 - [c322]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 - [c321]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. ICME 2024: 1-6 - [c320]Weijia Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou, Hui Xiong:
Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach. ICML 2024 - [c319]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 - [c318]Zhiqi Huang, Hui Xiong, Haoyu Wang, Longguang Wang, Zhiheng Li:
Mask-ControlNet: Higher-Quality Image Generation with an Additional Mask Prompt. ICPR (6) 2024: 83-97 - [c317]Xi Chen, Chuan Qin, Zhigaoyuan Wang, Yihang Cheng, Chao Wang, Hengshu Zhu, Hui Xiong:
Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting. IJCAI 2024: 2009-2017 - [c316]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. IJCAI 2024: 2406-2414 - [c315]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 - [c314]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 - [c313]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 - [c312]Kaichen Zhang
, Zixuan Yuan
, Hui Xiong
:
Optimized Cost Per Click in Online Advertising: A Theoretical Analysis. KDD 2024: 4232-4243 - [c311]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 - [c310]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 - [c309]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 - [c308]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 - [c307]Weijia Zhang
, Jindong Han
, Zhao Xu
, Hang Ni
, Hao Liu
, Hui Xiong
:
Urban Foundation Models: A Survey. KDD 2024: 6633-6643 - [c306]Hengshu Zhu
, Yong Ge
, Hui Xiong
, Ee-Peng Lim
:
The 5th International Workshop on Talent and Management Computing (TMC'2024). KDD 2024: 6759-6760 - [c305]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. NeurIPS 2024 - [c304]Liyi Chen, Ying Sun, Shengzhe Zhang, Yuyang Ye, Wei Wu, Hui Xiong:
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment. NeurIPS 2024 - [c303]Liyi Chen, Panrong Tong, Zhongming Jin, Ying Sun, Jieping Ye, Hui Xiong:
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs. NeurIPS 2024 - [c302]Jinliang Deng, Feiyang Ye, Du Yin, Xuan Song, Ivor W. Tsang, Hui Xiong:
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting. NeurIPS 2024 - [c301]Jiechao Guan, Hui Xiong:
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms. NeurIPS 2024 - [c300]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. NeurIPS 2024 - [c299]Mingyi Li, Xiao Zhang, Qi Wang, Tengfei Liu, Ruofan Wu, Weiqiang Wang, Fuzhen Zhuang, Hui Xiong, Dongxiao Yu:
Resource-Aware Federated Self-Supervised Learning with Global Class Representations. NeurIPS 2024 - [c298]Yuhan Ye, Jingbo Zhou, Shuangli Li, Congxi Xiao, Haochao Ying, Hui Xiong:
Hierarchical Structure-Aware Graph Prompting for Drug-Drug Interaction Prediction. ECML/PKDD (8) 2024: 36-54 - [c297]Zhi Zheng
, Xiao Hu
, Shanshan Gao
, Hengshu Zhu
, Hui Xiong
:
MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment. SIGIR 2024: 543-552 - [c296]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 - [c295]Yunqin Zhu
, Chao Wang
, Qi Zhang
, Hui Xiong
:
Graph Signal Diffusion Model for Collaborative Filtering. SIGIR 2024: 1380-1390 - [c294]Le Dai
, Yu Yin
, Enhong Chen
, Hui Xiong
:
Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification. SIGIR 2024: 2682-2686 - [c293]Shuyao Wang
, Yongduo Sui
, Jiancan Wu
, Zhi Zheng
, Hui Xiong
:
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation. WSDM 2024: 740-749 - [c292]Zhi Zheng
, Wenshuo Chao
, Zhaopeng Qiu
, Hengshu Zhu
, Hui Xiong
:
Harnessing Large Language Models for Text-Rich Sequential Recommendation. WWW 2024: 3207-3216 - [c291]Shuyao Wang
, Yongduo Sui
, Chao Wang
, Hui Xiong
:
Unleashing the Power of Knowledge Graph for Recommendation via Invariant Learning. WWW 2024: 3745-3755 - [c290]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 - [i161]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) - [i160]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) - [i159]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) - [i158]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) - [i157]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) - [i156]Shuyao Wang, Yongduo Sui, Jiancan Wu, Zhi Zheng, Hui Xiong:
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation. CoRR abs/2402.02855 (2024) - [i155]Siyang Li, Hui Xiong, Yize Chen:
DiffPLF: A Conditional Diffusion Model for Probabilistic Forecasting of EV Charging Load. CoRR abs/2402.13548 (2024) - [i154]Yiqian Yang, Yiqun Duan, Qiang Zhang, Renjing Xu, Hui Xiong:
Decode Neural signal as Speech. CoRR abs/2403.01748 (2024) - [i153]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) - [i152]Zhi Zheng, Wenshuo Chao, Zhaopeng Qiu, Hengshu Zhu, Hui Xiong:
Harnessing Large Language Models for Text-Rich Sequential Recommendation. CoRR abs/2403.13325 (2024) - [i151]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) - [i150]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) - [i149]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) - [i148]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) - [i147]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) - [i146]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) - [i145]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) - [i144]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) - [i143]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) - [i142]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 abs/2404.14642 (2024) - [i141]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) - [i140]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) - [i139]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) - [i138]Yunfan Lu, Zipeng Wang, Yusheng Wang, Hui Xiong:
HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera. CoRR abs/2405.13389 (2024) - [i137]Kaichen Zhang, Zixuan Yuan, Hui Xiong:
Optimized Cost Per Click in Online Advertising: A Theoretical Analysis. CoRR abs/2405.14279 (2024) - [i136]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) - [i135]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 abs/2406.01512 (2024) - [i134]Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao
, Hui Xiong:
Holistic Memory Diversification for Incremental Learning in Growing Graphs. CoRR abs/2406.07413 (2024) - [i133]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) - [i132]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) - [i131]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) - [i130]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) - [i129]Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Jingang Wang, Zhenyu Chen, Jieyu Zhao, Hui Xiong:
Rethinking LLM-based Preference Evaluation. CoRR abs/2407.01085 (2024) - [i128]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) - [i127]Zeen Song, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong:
On the Discriminability of Self-Supervised Representation Learning. CoRR abs/2407.13541 (2024) - [i126]Weijia Zhang, Chenlong Yin, Hao Liu, Hui Xiong:
Unleash The Power of Pre-Trained Language Models for Irregularly Sampled Time Series. CoRR abs/2408.08328 (2024) - [i125]Yuyang Ye, Zhi Zheng, Yishan Shen, Tianshu Wang, Hengruo Zhang, Peijun Zhu, Runlong Yu, Kai Zhang, Hui Xiong:
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation. CoRR abs/2408.09698 (2024) - [i124]Yiran Chen, Anyi Rao, Xuekun Jiang, Shishi Xiao, Ruiqing Ma, Zeyu Wang, Hui Xiong, Bo Dai:
CinePreGen: Camera Controllable Video Previsualization via Engine-powered Diffusion. CoRR abs/2408.17424 (2024) - [i123]Mingze Gao, Jingyu Liu, Mingda Li, Jiangtao Xie, Qingbin Liu, Bo Zhao, Xi Chen, Hui Xiong:
TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations. CoRR abs/2409.03206 (2024) - [i122]Zhuoning Guo, Hao Liu, Le Zhang, Qi Zhang, Hengshu Zhu, Hui Xiong:
Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting. CoRR abs/2409.19545 (2024) - [i121]Wenwen Qiang, Zeen Song, Ziyin Gu, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong:
On the Generalization and Causal Explanation in Self-Supervised Learning. CoRR abs/2410.00772 (2024) - [i120]Siyang Li, Yize Chen, Hui Xiong:
Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecasting. CoRR abs/2410.02168 (2024) - [i119]Zhuoning Guo, Le Zhang, Hengshu Zhu, Weijia Zhang, Hui Xiong, Hao Liu:
Labor Migration Modeling through Large-scale Job Query Data. CoRR abs/2410.02639 (2024) - [i118]Wei Wu, Chao Wang, Liyi Chen, Mingze Yin, Yiheng Zhu, Kun Fu, Jieping Ye, Hui Xiong, Zheng Wang:
Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding. CoRR abs/2410.03553 (2024) - [i117]Yibo Yan, Shen Wang, Jiahao Huo, Hang Li, Boyan Li, Jiamin Su, Xiong Gao, Yifan Zhang, Tianlong Xu, Zhendong Chu, Aoxiao Zhong, Kun Wang, Hui Xiong, Philip S. Yu, Xuming Hu, Qingsong Wen:
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection. CoRR abs/2410.04509 (2024) - [i116]Weijia Zhang, Jindong Han, Hao Liu, Wei Fan, Hao Wang, Hui Xiong:
Meta-Transfer Learning Empowered Temporal Graph Networks for Cross-City Real Estate Appraisal. CoRR abs/2410.08947 (2024) - [i115]Xingjian Wu, Xiangfei Qiu, Zhengyu Li, Yihang Wang, Jilin Hu, Chenjuan Guo, Hui Xiong, Bin Yang:
CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching. CoRR abs/2410.12261 (2024) - [i114]Zhengyu Hu, Jieyu Zhang, Zhihan Xiong, Alexander Ratner, Hui Xiong, Ranjay Krishna:
Language Model Preference Evaluation with Multiple Weak Evaluators. CoRR abs/2410.12869 (2024) - [i113]Yiqian Yang, Yiqun Duan, Hyejeong Jo, Qiang Zhang, Renjing Xu, Oiwi Parker Jones, Xuming Hu, Chin-Teng Lin, Hui Xiong:
NeuGPT: Unified multi-modal Neural GPT. CoRR abs/2410.20916 (2024) - [i112]Tianfu Wang, Long Yang, Chao Wang, Chuan Qin, Liwei Deng, Li Shen, Hui Xiong:
Towards Constraint-aware Learning for Resource Allocation in NFV-enabled Networks. CoRR abs/2410.22999 (2024) - [i111]Liyi Chen, Panrong Tong, Zhongming Jin, Ying Sun, Jieping Ye, Hui Xiong:
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs. CoRR abs/2410.23875 (2024) - [i110]Wei Wu, Zhuoshi Pan, Chao Wang, Liyi Chen, Yunchu Bai, Kun Fu, Zheng Wang, Hui Xiong:
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection. CoRR abs/2411.02886 (2024) - [i109]Jingyao Wang, Huijie Guo, Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Hui Xiong, Gang Hua:
Neuromodulated Meta-Learning. CoRR abs/2411.06746 (2024) - [i108]Jiangmeng Li, Zehua Zang, Qirui Ji, Chuxiong Sun, Wenwen Qiang, Junge Zhang, Changwen Zheng, Fuchun Sun, Hui Xiong:
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective. CoRR abs/2412.00542 (2024) - [i107]Yunkai Dang, Kaichen Huang, Jiahao Huo, Yibo Yan, Sirui Huang, Dongrui Liu, Mengxi Gao, Jie Zhang, Chen Qian, Kun Wang, Yong Liu, Jing Shao, Hui Xiong, Xuming Hu:
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey. CoRR abs/2412.02104 (2024) - [i106]Jingyao Wang, Yuxuan Yang, Wenwen Qiang, Changwen Zheng, Hui Xiong:
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition. CoRR abs/2412.13541 (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]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) - [j175]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) - [j174]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) - [j173]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) - [j172]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) - [j171]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) - [j170]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) - [j169]Menglin Yang
, Min Zhou
, Hui Xiong
, Irwin King
:
Hyperbolic Temporal Network Embedding. IEEE Trans. Knowl. Data Eng. 35(11): 11489-11502 (2023) - [j168]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) - [j167]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) - [j166]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) - [j165]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) - [j164]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) - [j163]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) - [j162]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) - [c289]Xi Chen
, Xinjiang Lu, Haoran Xin, Wenjun Peng, Haoyang Duan, Feihu Jiang, Jingbo Zhou, Hui Xiong:
A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation. EMNLP (Findings) 2023: 607-620 - [c288]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 - [c287]Lu Dai, Liqian Ma, Shenhan Qian, Hao Liu, Ziwei Liu, Hui Xiong:
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing. ICCV 2023: 14961-14971 - [c286]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 - [c285]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 - [c284]Tieyun Qian, Yile Liang, Qing Li, Hui Xiong:
Attribute Graph Neural Networks for Strict Cold Start Recommendation : Extended Abstract. ICDE 2023: 3783-3784 - [c283]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 - [c282]Nengjun Zhu, Jieyun Huang, Jian Cao, Xinjiang Lu, Hao Liu, Hui Xiong:
MtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs. ICDM 2023: 898-907 - [c281]Manting Hu, Qingyuan Lin, Denghui Zhang, Angela Lu, Junming Liu, Hui Xiong:
Graph Learning of Multifaceted Motivations for Online Engagement Prediction in Counter-party Social Networks. ICIS 2023 - [c280]Shengming Zhang, Hao Zhong, Yong Ge, Hui Xiong:
Bring Me a Good One: Seeking High-potential Startups using Heterogeneous Venture Information Networks. ICIS 2023 - [c279]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 - [c278]Ziyue Qiao, Xiao Luo
, Meng Xiao
, Hao Dong, Yuanchun Zhou, Hui Xiong:
Semi-supervised Domain Adaptation in Graph Transfer Learning. IJCAI 2023: 2279-2287 - [c277]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 - [c276]Shuangli Li
, Jingbo Zhou
, Ji Liu
, Tong Xu
, Enhong Chen
, Hui Xiong
:
Multi-Temporal Relationship Inference in Urban Areas. KDD 2023: 1316-1327 - [c275]Wen-Zhi Li
, Chang-Dong Wang
, Hui Xiong
, Jian-Huang Lai
:
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification. KDD 2023: 1328-1340 - [c274]Wen-Zhi Li
, Chang-Dong Wang
, Hui Xiong
, Jian-Huang Lai
:
HomoGCL: Rethinking Homophily in Graph Contrastive Learning. KDD 2023: 1341-1352 - [c273]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 - [c272]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 - [c271]Congxi Xiao
, Jingbo Zhou
, Jizhou Huang
, Tong Xu
, Hui Xiong
:
Spatial Heterophily Aware Graph Neural Networks. KDD 2023: 2752-2763 - [c270]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 - [c269]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 - [c268]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 - [c267]Min Zhou
, Menglin Yang
, Bo Xiong
, Hui Xiong
, Irwin King
:
Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications. KDD 2023: 5843-5844 - [c266]Hengshu Zhu
, Hui Xiong
, Yong Ge
, Ee-Peng Lim
:
The 4th International Workshop on Talent and Management Computing (TMC'2023). KDD 2023: 5909-5910 - [c265]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 - [c264]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 - [c263]Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong:
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction. NeurIPS 2023 - [c262]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 - [c261]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 - [i105]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) - [i104]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 abs/2303.13843 (2023) - [i103]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) - [i102]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) - [i101]Chao Wang, Hengshu Zhu, Dazhong Shen, Wei Wu, Hui Xiong:
Preference or Intent? Double Disentangled Collaborative Filtering. CoRR abs/2305.11084 (2023) - [i100]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 abs/2305.15808 (2023) - [i99]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) - [i98]Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong:
Multi-Temporal Relationship Inference in Urban Areas. CoRR abs/2306.08921 (2023) - [i97]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) - [i96]Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai:
HomoGCL: Rethinking Homophily in Graph Contrastive Learning. CoRR abs/2306.09614 (2023) - [i95]Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong:
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction. CoRR abs/2306.11443 (2023) - [i94]Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong:
Spatial Heterophily Aware Graph Neural Networks. CoRR abs/2306.12139 (2023) - [i93]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) - [i92]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) - [i91]Zhi Zheng, Zhaopeng Qiu, Xiao Hu, Likang Wu, Hengshu Zhu, Hui Xiong:
Generative Job Recommendations with Large Language Model. CoRR abs/2307.02157 (2023) - [i90]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) - [i89]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) - [i88]Siyang Li, Hui Xiong, Yize Chen:
DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model. CoRR abs/2308.09857 (2023) - [i87]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) - [i86]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) - [i85]Ying Sun, Hengshu Zhu, Hui Xiong:
Towards Faithful Neural Network Intrinsic Interpretation with Shapley Additive Self-Attribution. CoRR abs/2309.15559 (2023) - [i84]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) - [i83]Jindong Han, Weijia Zhang, Hao Liu, Hui Xiong:
Machine Learning for Urban Air Quality Analytics: A Survey. CoRR abs/2310.09620 (2023) - [i82]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 abs/2310.10196 (2023) - [i81]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) - [i80]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) - [i79]Kaichen Zhang, Ohchan Kwon, Hui Xiong:
The Impact of Generative Artificial Intelligence. CoRR abs/2311.07071 (2023) - [i78]Yunqin Zhu, Chao Wang, Hui Xiong:
Towards Graph-Aware Diffusion Modeling for Collaborative Filtering. CoRR abs/2311.08744 (2023) - [i77]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 abs/2312.01619 (2023) - [i76]Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang
, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo
, Hui Xiong, Qun Liu, Zhenguo Li:
A Survey of Reasoning with Foundation Models. CoRR abs/2312.11562 (2023) - [i75]Wenzhao Jiang, Hao Liu, Hui Xiong:
Survey on Trustworthy Graph Neural Networks: From A Causal Perspective. CoRR abs/2312.12477 (2023) - [i74]Tianhui Ma, Yuan Cheng, Hengshu Zhu, Hui Xiong:
Large Language Models are Not Stable Recommender Systems. CoRR abs/2312.15746 (2023) - [i73]Siqi Lai
, Zhao Xu
, Weijia Zhang, Hao Liu, Hui Xiong:
Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity. CoRR abs/2312.16044 (2023) - 2022
- [j161]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) - [j160]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) - [j159]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) - [j158]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) - [j157]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) - [j156]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) - [j155]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) - [j154]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) - [j153]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) - [j152]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) - [j151]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) - [j150]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) - [j149]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) - [j148]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) - [j147]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) - [j146]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) - [j145]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) - [j144]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) - [j143]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) - [j142]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) - [j141]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) - [j140]Chao Wang
, Hengshu Zhu
, Peng Wang, Chen Zhu, Xi Zhang, Enhong Chen, Hui Xiong:
Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach. ACM Trans. Inf. Syst. 40(4): 70:1-70:32 (2022) - [c260]Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong:
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction. AAAI 2022: 4541-4549 - [c259]Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin
, Hui Xiong:
Learning to Walk with Dual Agents for Knowledge Graph Reasoning. AAAI 2022: 5932-5941 - [c258]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. EMNLP 2022: 8199-8210 - [c257]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: 1525-1536 - [c256]Kaichun Yao
, Jingshuai Zhang, Chuan Qin
, Peng Wang, Hengshu Zhu
, Hui Xiong:
Knowledge Enhanced Person-Job Fit for Talent Recruitment. ICDE 2022: 3467-3480 - [c255]Jingci Ming, Le Zhang, Wei Fan, Weijia Zhang, Yu Mei, Weicen Ling, Hui Xiong:
Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation. ICDM 2022: 348-357 - [c254]Le Dai
, Yu Yin, Chuan Qin
, Enhong Chen, Hui Xiong:
Decomposing Complementary and Substitutable Relations for Intercorporate Investment Recommendation. ICDM 2022: 909-914 - [c253]Xiang Li, Yunhui Wang, Junming Liu, Hui Xiong:
Visual Communication and Fashion Popularity Contagion in Social Networks. ICIS 2022 - [c252]Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong:
MetAug: Contrastive Learning via Meta Feature Augmentation. ICML 2022: 12964-12978 - [c251]Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong:
Interventional Contrastive Learning with Meta Semantic Regularizer. ICML 2022: 18018-18030 - [c250]Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu
, Hui Xiong, Yanjie Fu:
Feature and Instance Joint Selection: A Reinforcement Learning Perspective. IJCAI 2022: 2016-2022 - [c249]Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong:
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. KDD 2022: 516-524 - [c248]Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong:
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. KDD 2022: 2296-2306 - [c247]Weijia Zhang, Hao Liu, Jindong Han
, Yong Ge, Hui Xiong:
Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing. KDD 2022: 2471-2481 - [c246]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: 2957-2967 - [c245]Shengming Zhang
, Yanchi Liu, Xuchao Zhang, Wei Cheng, Haifeng Chen, Hui Xiong:
CAT: Beyond Efficient Transformer for Content-Aware Anomaly Detection in Event Sequences. KDD 2022: 4541-4550 - [c244]Zhi Zheng, Zhaopeng Qiu, Hui Xiong, Xian Wu
, Tong Xu, Enhong Chen, Xiangyu Zhao:
DDR: Dialogue Based Doctor Recommendation for Online Medical Service. KDD 2022: 4592-4600 - [c243]Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou:
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences. NeurIPS 2022 - [c242]Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong:
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. NeurIPS 2022 - [c241]Shuokai Li, Yongchun Zhu, Ruobing Xie, Zhenwei Tang, Zhao Zhang, Fuzhen Zhuang, Qing He, Hui Xiong:
Customized Conversational Recommender Systems. ECML/PKDD (2) 2022: 740-756 - [c240]Haoran Xin, Xinjiang Lu, Nengjun Zhu, Tong Xu, Dejing Dou, Hui Xiong:
CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users. SIGIR 2022: 1174-1184 - [c239]Zhi Zheng, Zhaopeng Qiu, Tong Xu, Xian Wu
, Xiangyu Zhao, Enhong Chen, Hui Xiong:
CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱. WWW 2022: 2268-2276 - [i72]Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu:
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. CoRR abs/2201.10983 (2022) - [i71]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 abs/2202.13852 (2022) - [i70]Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong:
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. CoRR abs/2203.04156 (2022) - [i69]Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong:
MetAug: Contrastive Learning via Meta Feature Augmentation. CoRR abs/2203.05119 (2022) - [i68]Dongjie Wang
, Pengyang Wang, Yanjie Fu, Kunpeng Liu
, Hui Xiong, Charles E. Hughes:
Reinforced Imitative Graph Learning for Mobile User Profiling. CoRR abs/2203.06550 (2022) - [i67]Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu
, Hui Xiong, Yanjie Fu:
Feature and Instance Joint Selection: A Reinforcement Learning Perspective. CoRR abs/2205.07867 (2022) - [i66]Yuanbo Xu, Yongjian Yang, En Wang, Fuzhen Zhuang, Hui Xiong:
Detect Professional Malicious User with Metric Learning in Recommender Systems. CoRR abs/2205.09673 (2022) - [i65]Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong:
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. CoRR abs/2206.13816 (2022) - [i64]Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong:
Interventional Contrastive Learning with Meta Semantic Regularizer. CoRR abs/2206.14702 (2022) - [i63]Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong:
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. CoRR abs/2206.15005 (2022) - [i62]Shuokai Li, Yongchun Zhu, Ruobing Xie, Zhenwei Tang, Zhao Zhang, Fuzhen Zhuang, Qing He, Hui Xiong:
Customized Conversational Recommender Systems. CoRR abs/2207.00814 (2022) - [i61]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 abs/2209.07811 (2022) - [i60]Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong:
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. CoRR abs/2209.07902 (2022) - [i59]Meng Xiao
, Dongjie Wang
, Yanjie Fu, Kunpeng Liu, Min Wu
, Hui Xiong, Yuanchun Zhou:
Self-Optimizing Feature Transformation. CoRR abs/2209.08044 (2022) - [i58]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. CoRR abs/2209.13519 (2022) - [i57]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. CoRR abs/2211.14633 (2022) - 2021
- [j139]Kaige Su, Jianhua Liu, Hui Xiong:
Hierarchical diagnosis of bearing faults using branch convolutional neural network considering noise interference and variable working conditions. Knowl. Based Syst. 230: 107386 (2021) - [j138]Zhao Zhang, Fuzhen Zhuang
, Meng Qu, Zheng-Yu Niu, Hui Xiong, Qing He:
Knowledge graph embedding with shared latent semantic units. Neural Networks 139: 140-148 (2021) - [j137]Fuzhen Zhuang
, Zhiyuan Qi
, Keyu Duan, Dongbo Xi
, Yongchun Zhu, Hengshu Zhu
, Hui Xiong, Qing He:
A Comprehensive Survey on Transfer Learning. Proc. IEEE 109(1): 43-76 (2021) - [j136]Jiejie Zhao
, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong:
Deep multi-task learning with relational attention for business success prediction. Pattern Recognit. 110: 107469 (2021) - [j135]Zheng Dong, Xin Huang, Guorui Yuan, Hengshu Zhu
, Hui Xiong:
Butterfly-Core Community Search over Labeled Graphs. Proc. VLDB Endow. 14(11): 2006-2018 (2021) - [j134]Qi Liu
, Zhenya Huang
, Yu Yin
, Enhong Chen
, Hui Xiong, Yu Su, Guoping Hu:
EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction. IEEE Trans. Knowl. Data Eng. 33(1): 100-115 (2021) - [j133]Yang Yang
, De-Chuan Zhan, Yi-Feng Wu, Zhi-Bin Liu, Hui Xiong, Yuan Jiang:
Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities. IEEE Trans. Knowl. Data Eng. 33(2): 682-695 (2021) - [j132]Pengpeng Zhao
, Chengfeng Xu, Yanchi Liu, Victor S. Sheng
, Kai Zheng
, Hui Xiong, Xiaofang Zhou
:
Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation. IEEE Trans. Knowl. Data Eng. 33(4): 1708-1721 (2021) - [j131]Defu Lian
, Xing Xie, Enhong Chen
, Hui Xiong:
Product Quantized Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 33(9): 3284-3296 (2021) - [j130]Leilei Sun
, Chuanren Liu
, Guoqing Chen, Chonghui Guo
, Hui Xiong, Yanming Xie:
Automatic Treatment Regimen Design. IEEE Trans. Knowl. Data Eng. 33(11): 3494-3506 (2021) - [j129]Mingfei Teng, Hengshu Zhu
, Chuanren Liu
, Hui Xiong:
Exploiting Network Fusion for Organizational Turnover Prediction. ACM Trans. Manag. Inf. Syst. 12(2): 16:1-16:18 (2021) - [j128]Yongchun Zhu, Fuzhen Zhuang
, Jindong Wang
, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He:
Deep Subdomain Adaptation Network for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1713-1722 (2021) - [j127]Qi Zhang
, Hengshu Zhu
, Qi Liu, Enhong Chen
, Hui Xiong:
Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results. ACM Trans. Inf. Syst. 39(3): 37:1-37:32 (2021) - [c238]Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu
, Dejing Dou, Hui Xiong:
Community-Aware Multi-Task Transportation Demand Prediction. AAAI 2021: 320-327 - [c237]Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou:
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks. AAAI 2021: 4081-4089 - [c236]Haoran Xin, Xinjiang Lu
, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong:
Out-of-Town Recommendation with Travel Intention Modeling. AAAI 2021: 4529-4536 - [c235]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong:
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. AAAI 2021: 4617-4625 - [c234]Zixuan Yuan, Hao Liu, Renjun Hu, Denghui Zhang, Hui Xiong:
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling. AAAI 2021: 4644-4652 - [c233]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: 11106-11115 - [c232]Zhe Zhang, Tong Xu, Le Zhang, Yichao Du, Hui Xiong, Enhong Chen
:
Knowledge Powered Cooperative Semantic Fusion for Patent Classification. CICAI 2021: 111-122 - [c231]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: 2383-2393 - [c230]Ding Zhou, Hao Liu, Tong Xu, Le Zhang, Rui Zha, Hui Xiong:
Transportation Recommendation with Fairness Consideration. DASFAA (3) 2021: 566-578 - [c229]Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren
, Xiaoli Wang, Hui Xiong:
Description Generation for Points of Interest. ICDE 2021: 2213-2218 - [c228]Wei Fan, Kunpeng Liu
, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu:
Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance. ICDM 2021: 1054-1059 - [c227]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 - [c226]Linkang Hu, Weidong He, Le Zhang, Tong Xu, Hui Xiong, Enhong Chen:
Detecting Highlighted Video Clips Through Emotion-Enhanced Audio-Visual Cues. ICME 2021: 1-6 - [c225]Dazhong Shen, Chuan Qin
, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong:
Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness. IJCAI 2021: 2964-2970 - [c224]Miao Chen, Chao Wang, Chuan Qin, Tong Xu, Jianhui Ma, Enhong Chen
, Hui Xiong:
A Trend-aware Investment Target Recommendation System with Heterogeneous Graph. IJCNN 2021: 1-8 - [c223]Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong:
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. KDD 2021: 547-555 - [c222]Han Huang
, Leilei Sun, Bowen Du, Chuanren Liu
, Weifeng Lv, Hui Xiong:
Representation Learning on Knowledge Graphs for Node Importance Estimation. KDD 2021: 646-655 - [c221]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong
, Weili Huang, Dejing Dou, Hui Xiong:
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. KDD 2021: 975-985 - [c220]Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen:
Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment. KDD 2021: 2145-2153 - [c219]Le Zhang, Ding Zhou, Hengshu Zhu
, Tong Xu, Rui Zha, Enhong Chen
, Hui Xiong:
Attentive Heterogeneous Graph Embedding for Job Mobility Prediction. KDD 2021: 2192-2201 - [c218]Shengming Zhang
, Hao Zhong, Zixuan Yuan, Hui Xiong:
Scalable Heterogeneous Graph Neural Networks for Predicting High-potential Early-stage Startups. KDD 2021: 2202-2211 - [c217]Yuqiang Zhou, Qi Liu, Jinze Wu, Fei Wang, Zhenya Huang, Wei Tong, Hui Xiong, Enhong Chen
, Jianhui Ma:
Modeling Context-aware Features for Cognitive Diagnosis in Student Learning. KDD 2021: 2420-2428 - [c216]Yuan Xia, Chunyu Wang, Zhenhui Shi, Jingbo Zhou, Chao Lu, Haifeng Huang, Hui Xiong:
Medical Entity Relation Verification with Large-scale Machine Reading Comprehension. KDD 2021: 3765-3774 - [c215]Qi Zhang, Hengshu Zhu
, Ying Sun, Hao Liu, Fuzhen Zhuang, Hui Xiong:
Talent Demand Forecasting with Attentive Neural Sequential Model. KDD 2021: 3906-3916 - [c214]Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu
, Ji Liu, Dejing Dou, Hui Xiong:
MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal. KDD 2021: 3937-3947 - [c213]Hui Xiong, Hengshu Zhu
, Tong Xu, Xi Zhang:
TMC 2021: 2021 International Workshop on Talent and Management Computing. KDD 2021: 4169-4170 - [c212]Dazhong Shen, Chuan Qin, Chao Wang, Zheng Dong, Hengshu Zhu, Hui Xiong:
Topic Modeling Revisited: A Document Graph-based Neural Network Perspective. NeurIPS 2021: 14681-14693 - [c211]Ying Sun, Hengshu Zhu, Chuan Qin, Fuzhen Zhuang, Qing He, Hui Xiong:
Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation. NeurIPS 2021: 17221-17234 - [c210]Chao Wang, Hengshu Zhu
, Qiming Hao, Keli Xiao, Hui Xiong:
Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep Collaborative Perspective. WWW 2021: 612-623 - [c209]Zixuan Yuan, Hao Liu, Junming Liu
, Yanchi Liu, Yang Yang, Renjun Hu, Hui Xiong:
Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching. WWW 2021: 1586-1597 - [c208]Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong:
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning. WWW 2021: 1856-1867 - [c207]Ying Sun, Fuzhen Zhuang, Hengshu Zhu
, Qing He, Hui Xiong:
Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning. WWW 2021: 3827-3838 - [i56]Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong:
Spatial Object Recommendation with Hints: When Spatial Granularity Matters. CoRR abs/2101.02969 (2021) - [i55]Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong:
Out-of-Town Recommendation with Travel Intention Modeling. CoRR abs/2101.12555 (2021) - [i54]Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong:
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning. CoRR abs/2102.07359 (2021) - [i53]Zheng Dong, Xin Huang, Guorui Yuan, Hengshu Zhu, Hui Xiong:
Butterfly-Core Community Search over Labeled Graphs. CoRR abs/2105.08628 (2021) - [i52]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Heterogeneous Graph Representation Learning with Relation Awareness. CoRR abs/2105.11122 (2021) - [i51]Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Quan Z. Sheng, Hui Xiong:
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning. CoRR abs/2106.07178 (2021) - [i50]Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He:
Deep Subdomain Adaptation Network for Image Classification. CoRR abs/2106.09388 (2021) - [i49]Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu, Ji Liu, Dejing Dou, Hui Xiong:
MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal. CoRR abs/2107.05180 (2021) - [i48]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. CoRR abs/2107.10670 (2021) - [i47]Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong:
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction. CoRR abs/2109.11730 (2021) - [i46]Linlang Jiang, Jingbo Zhou, Tong Xu, Yanyan Li, Hao Chen, Jizhou Huang, Hui Xiong:
Adversarial Neural Trip Recommendation. CoRR abs/2109.11731 (2021) - [i45]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 abs/2110.11767 (2021) - [i44]Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong:
Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness. CoRR abs/2110.12381 (2021) - [i43]Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Chao Li, Hui Xiong, Qing He, Yongjun Xu:
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning. CoRR abs/2111.06103 (2021) - [i42]Zixuan Yuan, Yada Zhu, Wei Zhang, Ziming Huang, Guangnan Ye, Hui Xiong:
Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis. CoRR abs/2112.00963 (2021) - [i41]Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen:
Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment. CoRR abs/2112.03024 (2021) - [i40]Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong:
Learning to Walk with Dual Agents for Knowledge Graph Reasoning. CoRR abs/2112.12876 (2021) - [i39]Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Jingjing Gu, Hui Xiong, Qing He:
Modelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identification. CoRR abs/2112.15285 (2021) - 2020
- [j126]Yang Yang, Nengjun Zhu, Yi-Feng Wu, Jian Cao, De-Chuan Zhan, Hui Xiong:
A semi-supervised attention model for identifying authentic sneakers. Big Data Min. Anal. 3(1): 29-40 (2020) - [j125]Fuzhen Zhuang, Ying-Min Zhou, Haochao Ying, Fuzheng Zhang, Xiang Ao, Xing Xie
, Qing He, Hui Xiong:
Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining. J. Comput. Sci. Technol. 35(2): 305-319 (2020) - [j124]Xiao-Lin Li, Li Ma, Xiang-Dong He, Hui Xiong:
You Are How You Behave - Spatiotemporal Representation Learning for College Student Academic Achievement. J. Comput. Sci. Technol. 35(2): 353-367 (2020) - [j123]Hao Liu, Jindong Han, Yanjie Fu, Jingbo Zhou, Xinjiang Lu, Hui Xiong:
Multi-Modal Transportation Recommendation with Unified Route Representation Learning. Proc. VLDB Endow. 14(3): 342-350 (2020) - [j122]Kun Yuan
, Guannan Liu, Junjie Wu
, Hui Xiong:
Dancing with Trump in the Stock Market: A Deep Information Echoing Model. ACM Trans. Intell. Syst. Technol. 11(5): 62:1-62:22 (2020) - [j121]Xinjiang Lu
, Zhiwen Yu
, Chuanren Liu
, Yanchi Liu, Hui Xiong, Bin Guo
:
Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach. ACM Trans. Knowl. Discov. Data 14(1): 10:1-10:27 (2020) - [j120]Yuanbo Xu, Yongjian Yang, En Wang
, Jiayu Han, Fuzhen Zhuang, Zhiwen Yu
, Hui Xiong:
Neural Serendipity Recommendation: Exploring the Balance between Accuracy and Novelty with Sparse Explicit Feedback. ACM Trans. Knowl. Discov. Data 14(4): 50:1-50:25 (2020) - [j119]Renjun Hu, Yanchi Liu, Yanyan Li, Jingbo Zhou, Shuai Ma, Hui Xiong:
Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation. ACM Trans. Knowl. Discov. Data 14(6): 67:1-67:18 (2020) - [j118]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): 203-217 (2020) - [j117]Tong Xu
, Hengshu Zhu
, Hui Xiong, Hao Zhong
, Enhong Chen
:
Exploring the Social Learning of Taxi Drivers in Latent Vehicle-to-Vehicle Networks. IEEE Trans. Mob. Comput. 19(8): 1804-1817 (2020) - [j116]Chuan Qin
, Hengshu Zhu
, Tong Xu, Chen Zhu, Chao Ma, Enhong Chen
, Hui Xiong:
An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment. ACM Trans. Inf. Syst. 38(2): 15:1-15:33 (2020) - [j115]Hao Lin
, Hengshu Zhu
, Junjie Wu, Yuan Zuo, Chen Zhu, Hui Xiong:
Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models. ACM Trans. Inf. Syst. 38(4): 32:1-32:33 (2020) - [j114]Zikai Yin, Tong Xu, Hengshu Zhu
, Chen Zhu, Enhong Chen
, Hui Xiong:
Matching of social events and users: a two-way selection perspective. World Wide Web 23(2): 853-871 (2020) - [c206]Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong:
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction. AAAI 2020: 1186-1193 - [c205]Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin
, Hui Xiong:
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback. AAAI 2020: 6127-6136 - [c204]Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Zhi-Ping Shi, Hui Xiong, Qing He:
Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion. AAAI 2020: 9612-9619 - [c203]Qing Li, M. Tamer Özsu
, Hui Xiong:
Message from the General Chairs of DSC 2020. DSC 2020: 1 - [c202]Lei Zhang, Runze Wang
, Jingbo Zhou, Jingsong Yu, Zhenhua Ling, Hui Xiong:
Joint Intent Detection and Entity Linking on Spatial Domain Queries. EMNLP (Findings) 2020: 4937-4947 - [c201]Xi Zhang, Yuqing Zhao, Xinlin Tang, Hengshu Zhu, Hui Xiong:
Developing Fairness Rules for Talent Intelligence Management System. HICSS 2020: 1-10 - [c200]Jin Xu, Jingbo Zhou, Yongpo Jia, Jian Li, Hui Xiong:
An Adaptive Master-Slave Regularized Model for Unexpected Revenue Prediction Enhanced with Alternative Data. ICDE 2020: 601-612 - [c199]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: 1417-1428 - [c198]Mu Yuan
, Lan Zhang, Xiang-Yang Li, Hui Xiong:
Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling. ICDE 2020: 1858-1861 - [c197]Denghui Zhang, Yanchi Liu, Wei Cheng, Bo Zong, Jingchao Ni, Zhengzhang Chen
, Haifeng Chen, Hui Xiong:
T2-Net: A Semi-supervised Deep Model for Turbulence Forecasting. ICDM 2020: 1388-1393 - [c196]Renjun Hu, Xinjiang Lu
, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong:
Why We Go Where We Go: Profiling User Decisions on Choosing POIs. IJCAI 2020: 3459-3465 - [c195]Le Dai
, Yu Yin, Chuan Qin
, Tong Xu, Xiangnan He, Enhong Chen
, Hui Xiong:
Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network. KDD 2020: 774-782 - [c194]Le Yu
, Leilei Sun, Bowen Du, Chuanren Liu
, Hui Xiong, Weifeng Lv:
Predicting Temporal Sets with Deep Neural Networks. KDD 2020: 1083-1091 - [c193]Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu
, Hui Xiong:
Competitive Analysis for Points of Interest. KDD 2020: 1265-1274 - [c192]Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong:
Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. KDD 2020: 2321-2329 - [c191]Kaichen Zhang, Jingbo Zhou, Donglai Tao, Panagiotis Karras, Qing Li, Hui Xiong:
Geodemographic Influence Maximization. KDD 2020: 2764-2774 - [c190]Jingbo Zhou, Zhenwei Tang
, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong:
Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning. KDD 2020: 3346-3355 - [c189]Zixuan Yuan, Hao Liu, Yanchi Liu, Denghui Zhang, Fei Yi, Nengjun Zhu
, Hui Xiong:
Spatio-Temporal Dual Graph Attention Network for Query-POI Matching. SIGIR 2020: 629-638 - [c188]Hui Luo
, Jingbo Zhou, Zhifeng Bao
, Shuangli Li, J. Shane Culpepper
, Haochao Ying, Hao Liu, Hui Xiong:
Spatial Object Recommendation with Hints: When Spatial Granularity Matters. SIGIR 2020: 781-790 - [c187]Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu
, Hui Xiong, Weifeng Lv:
Dual Sequential Network for Temporal Sets Prediction. SIGIR 2020: 1439-1448 - [c186]Nengjun Zhu, Jian Cao, Yanchi Liu, Yang Yang, Haochao Ying, Hui Xiong:
Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation. WSDM 2020: 807-815 - [c185]Chao Wang, Hengshu Zhu
, Chen Zhu, Xi Zhang, Enhong Chen
, Hui Xiong:
Personalized Employee Training Course Recommendation with Career Development Awareness. WWW 2020: 1648-1659 - [c184]Le Zhang, Tong Xu, Hengshu Zhu
, Chuan Qin
, Qingxin Meng, Hui Xiong, Enhong Chen
:
Large-Scale Talent Flow Embedding for Company Competitive Analysis. WWW 2020: 2354-2364 - [c183]Jian Liu, Pengpeng Zhao, Fuzhen Zhuang, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Xiaofang Zhou
, Hui Xiong:
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation. WWW 2020: 2768-2774 - [i38]Mu Yuan, Lan Zhang, Xiang-Yang Li, Hui Xiong:
Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling. CoRR abs/2002.05520 (2020) - [i37]Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong:
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback. CoRR abs/2002.09841 (2020) - [i36]Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He:
A Survey on Knowledge Graph-Based Recommender Systems. CoRR abs/2003.00911 (2020) - [i35]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. CoRR abs/2004.05774 (2020) - [i34]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Predicting Temporal Sets with Deep Neural Networks. CoRR abs/2006.11483 (2020) - [i33]Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong:
Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. CoRR abs/2007.07195 (2020) - [i32]Jingbo Zhou, Zhenwei Tang, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong:
Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning. CoRR abs/2007.14767 (2020) - [i31]Yang Yang, Zhen-Qiang Sun, Hui Xiong, Jian Yang:
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification. CoRR abs/2008.04662 (2020) - [i30]Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Hui Xiong, Jian Yang:
Learning Adaptive Embedding Considering Incremental Class. CoRR abs/2008.13351 (2020) - [i29]Denghui Zhang, Zixuan Yuan, Yanchi Liu, Zuohui Fu, Fuzhen Zhuang, Pengyang Wang, Haifeng Chen, Hui Xiong:
E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce. CoRR abs/2009.02835 (2020) - [i28]Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong:
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning. CoRR abs/2009.07429 (2020) - [i27]Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu:
Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop. CoRR abs/2010.02506 (2020) - [i26]Denghui Zhang, Yanchi Liu, Wei Cheng, Bo Zong, Jingchao Ni, Zhengzhang Chen, Haifeng Chen, Hui Xiong:
T2-Net: A Semi-supervised Deep Model for Turbulence Forecasting. CoRR abs/2010.13903 (2020) - [i25]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 abs/2012.07436 (2020) - [i24]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong:
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. CoRR abs/2012.08080 (2020) - [i23]Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou:
Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction. CoRR abs/2012.09624 (2020) - [i22]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. CoRR abs/2012.14722 (2020) - [i21]Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou:
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks. CoRR abs/2012.15037 (2020)
2010 – 2019
- 2019
- [j113]Jinwen Sun, Keli Xiao
, Chuanren Liu
, Wenjun Zhou
, Hui Xiong:
Exploiting intra-day patterns for market shock prediction: A machine learning approach. Expert Syst. Appl. 127: 272-281 (2019) - [j112]Bowen Du
, Wenjun Zhou
, Chuanren Liu
, Yifeng Cui, Hui Xiong:
Transit Pattern Detection Using Tensor Factorization. INFORMS J. Comput. 31(2): 193-206 (2019) - [j111]Zhao Zhang, Fuzhen Zhuang, Xuebing Li, Zheng-Yu Niu, Jia He, Qing He, Hui Xiong:
Knowledge triple mining via multi-task learning. Inf. Syst. 80: 64-75 (2019) - [j110]Leilei Sun
, Bo Jin, Haoyu Yang
, Jianing Tong, Chuanren Liu
, Hui Xiong:
Unsupervised EEG feature extraction based on echo state network. Inf. Sci. 475: 1-17 (2019) - [j109]Yuanbo Xu, Yongjian Yang, Jiayu Han
, En Wang
, Jingci Ming, Hui Xiong:
Slanderous user detection with modified recurrent neural networks in recommender system. Inf. Sci. 505: 265-281 (2019) - [j108]Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang
, Fuzhen Zhuang
, Jingyuan Yang, Hui Xiong:
NeuO: Exploiting the sentimental bias between ratings and reviews with neural networks. Neural Networks 111: 77-88 (2019) - [j107]Xi Zhang
, Xianhai Wang, Hongke Zhao, Patricia Ordóñez de Pablos, Yongqiang Sun
, Hui Xiong:
An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications. Scientometrics 119(3): 1311-1344 (2019) - [j106]Bowen Du
, Chuanren Liu
, Wenjun Zhou
, Zhenshan Hou, Hui Xiong:
Detecting Pickpocket Suspects from Large-Scale Public Transit Records. IEEE Trans. Knowl. Data Eng. 31(3): 465-478 (2019) - [j105]Yanjie Fu
, Guannan Liu
, Yong Ge
, Pengyang Wang
, Hengshu Zhu
, Chunxiao Li, Hui Xiong:
Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data. IEEE Trans. Knowl. Data Eng. 31(3): 535-548 (2019) - [j104]Tong Xu
, Hengshu Zhu
, Hao Zhong
, Guannan Liu, Hui Xiong, Enhong Chen
:
Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation. IEEE Trans. Knowl. Data Eng. 31(6): 1122-1135 (2019) - [j103]Huang Xu
, Zhiwen Yu
, Jingyuan Yang
, Hui Xiong, Hengshu Zhu
:
Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling. IEEE Trans. Knowl. Data Eng. 31(10): 1926-1939 (2019) - [j102]Haochao Ying, Jian Wu, Guandong Xu
, Yanchi Liu, Tingting Liang, Xiao Zhang, Hui Xiong:
Time-aware metric embedding with asymmetric projection for successive POI recommendation. World Wide Web 22(5): 2209-2224 (2019) - [c182]Hao Liu, Ting Li, Renjun Hu, Yanjie Fu, Jingjing Gu, Hui Xiong:
Joint Representation Learning for Multi-Modal Transportation Recommendation. AAAI 2019: 1036-1043 - [c181]Mingfei Teng, Hengshu Zhu, Chuanren Liu, Chen Zhu, Hui Xiong:
Exploiting the Contagious Effect for Employee Turnover Prediction. AAAI 2019: 1166-1173 - [c180]Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Jingjing Gu, Hui Xiong, Qing He:
Modelling of Bi-Directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-In Identification. AAAI 2019: 5458-5465 - [c179]Can Chen, Yijun Wang, Guoan Huang, Hui Xiong:
Hierarchical Demand Forecasting for Factory Production of Perishable Goods. IEEE BigData 2019: 188-193 - [c178]Denghui Zhang, Junming Liu
, Hengshu Zhu
, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong:
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning. CIKM 2019: 2763-2771 - [c177]Yuyang Ye
, Hengshu Zhu
, Tong Xu, Fuzhen Zhuang, Runlong Yu, Hui Xiong:
Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach. ICDM 2019: 718-727 - [c176]Qi Zhang, Tong Xu, Hengshu Zhu
, Lifu Zhang, Hui Xiong, Enhong Chen
, Qi Liu:
Aftershock Detection with Multi-scale Description Based Neural Network. ICDM 2019: 886-895 - [c175]Farid Razzak, Fei Yi, Yang Yang, Hui Xiong:
An Integrated Multimodal Attention-Based Approach for Bank Stress Test Prediction. ICDM 2019: 1282-1287 - [c174]Xunxian Wu, Tong Xu, Hengshu Zhu
, Le Zhang, Enhong Chen, Hui Xiong:
Trend-Aware Tensor Factorization for Job Skill Demand Analysis. IJCAI 2019: 3891-3897 - [c173]Yang Yang, Ke-Tao Wang, De-Chuan Zhan, Hui Xiong, Yuan Jiang:
Comprehensive Semi-Supervised Multi-Modal Learning. IJCAI 2019: 4092-4098 - [c172]Qingxin Meng, Hengshu Zhu
, Keli Xiao, Le Zhang, Hui Xiong:
A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction. KDD 2019: 14-24 - [c171]Yang Yang, Da-Wei Zhou
, De-Chuan Zhan, Hui Xiong, Yuan Jiang:
Adaptive Deep Models for Incremental Learning: Considering Capacity Scalability and Sustainability. KDD 2019: 74-82 - [c170]Pengyang Wang, Yanjie Fu, Hui Xiong, Xiaolin Li:
Adversarial Substructured Representation Learning for Mobile User Profiling. KDD 2019: 130-138 - [c169]Junchen Ye, Leilei Sun
, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong:
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. KDD 2019: 305-313 - [c168]Jiejie Zhao, Bowen Du, Leilei Sun
, Fuzhen Zhuang, Weifeng Lv, Hui Xiong:
Multiple Relational Attention Network for Multi-task Learning. KDD 2019: 1123-1131 - [c167]Ying Sun, Fuzhen Zhuang, Hengshu Zhu
, Xin Song, Qing He, Hui Xiong:
The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach. KDD 2019: 1625-1633 - [c166]Jingbo Zhou, Shan Gou, Renjun Hu, Dongxiang Zhang, Jin Xu, Airong Jiang, Ying Li, Hui Xiong:
A Collaborative Learning Framework to Tag Refinement for Points of Interest. KDD 2019: 1752-1761 - [c165]Chuan Qin
, Hengshu Zhu
, Chen Zhu, Tong Xu, Fuzhen Zhuang, Chao Ma, Jingshuai Zhang, Hui Xiong:
DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview. KDD 2019: 2165-2173 - [c164]Hao Liu, Yongxin Tong
, Panpan Zhang, Xinjiang Lu
, Jianguo Duan, Hui Xiong:
Hydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System. KDD 2019: 2314-2324 - [c163]Xiao Zhang, Fuzhen Zhuang, Wenzhong Li, Haochao Ying, Hui Xiong, Sanglu Lu:
Inferring Mood Instability via Smartphone Sensing: A Multi-View Learning Approach. ACM Multimedia 2019: 1401-1409 - [c162]Le Zhang, Hengshu Zhu
, Tong Xu, Chen Zhu, Chuan Qin
, Hui Xiong, Enhong Chen
:
Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model? WWW 2019: 2312-2322 - [c161]Chengfeng Xu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Victor S. Sheng, Zhiming Cui, Xiaofang Zhou
, Hui Xiong:
Recurrent Convolutional Neural Network for Sequential Recommendation. WWW 2019: 3398-3404 - [i20]Jian Liu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Fuzhen Zhuang, Jiajie Xu, Xiaofang Zhou, Hui Xiong:
Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation. CoRR abs/1905.13030 (2019) - [i19]Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Hui Xiong, Yu Su, Guoping Hu:
EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction. CoRR abs/1906.05658 (2019) - [i18]Yanan Wang, Tong Xu, Xin Niu, Chang Tan, Enhong Chen, Hui Xiong:
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Traffic Light Control. CoRR abs/1908.10577 (2019) - [i17]Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He:
A Comprehensive Survey on Transfer Learning. CoRR abs/1911.02685 (2019) - [i16]Dazhong Shen, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong:
Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest. CoRR abs/1911.09275 (2019) - [i15]Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong:
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction. CoRR abs/1911.10516 (2019) - 2018
- [j101]Hao Zhong
, Chuanren Liu
, Junwei Zhong, Hui Xiong:
Which startup to invest in: a personalized portfolio strategy. Ann. Oper. Res. 263(1-2): 339-360 (2018) - [j100]Jie Liu
, Bin Liu
, Yanchi Liu, Huipeng Chen, Lina Feng, Hui Xiong, Yalou Huang:
Personalized Air Travel Prediction: A Multi-factor Perspective. ACM Trans. Intell. Syst. Technol. 9(3): 30:1-30:26 (2018) - [j99]Yanjie Fu
, Junming Liu
, Xiaolin Li, Hui Xiong:
A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis. ACM Trans. Intell. Syst. Technol. 9(4): 40:1-40:24 (2018) - [j98]Bowen Du, Yifeng Cui, Yanjie Fu, Runxing Zhong, Hui Xiong:
SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations. ACM Trans. Intell. Syst. Technol. 9(6): 70:1-70:26 (2018) - [j97]Jingyuan Yang
, Chuanren Liu
, Mingfei Teng, Ji Chen, Hui Xiong:
A Unified View of Social and Temporal Modeling for B2B Marketing Campaign Recommendation. IEEE Trans. Knowl. Data Eng. 30(5): 810-823 (2018) - [j96]Wenjun Zhou
, Hui Xiong, Lian Duan
, Keli Xiao
, Robert W. Mee
:
Paradoxical Correlation Pattern Mining. IEEE Trans. Knowl. Data Eng. 30(8): 1561-1574 (2018) - [j95]Keli Xiao, Qi Liu, Chuanren Liu
, Hui Xiong:
Price Shock Detection With an Influence-Based Model of Social Attention. ACM Trans. Manag. Inf. Syst. 9(1): 2:1-2:21 (2018) - [j94]Chen Zhu
, Hengshu Zhu
, Hui Xiong, Chao Ma, Fang Xie, Pengliang Ding, Pan Li:
Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning. ACM Trans. Manag. Inf. Syst. 9(3): 12:1-12:17 (2018) - [c160]Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong:
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach. AAAI 2018: 2572-2579 - [c159]Qingxin Meng, Hengshu Zhu
, Keli Xiao, Hui Xiong:
Intelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach. ICDM 2018: 337-346 - [c158]Yanan Wang, Qi Liu, Chuan Qin
, Tong Xu, Yijun Wang
, Enhong Chen, Hui Xiong:
Exploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction. ICDM 2018: 597-606 - [c157]Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Fuzhen Zhuang, Hui Xiong:
Exploiting the Sentimental Bias between Ratings and Reviews for Enhancing Recommendation. ICDM 2018: 1356-1361 - [c156]Fei Yi, Zhiwen Yu
, Fuzhen Zhuang, Xiao Zhang, Hui Xiong:
An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. ICDM 2018: 1386-1391 - [c155]Xiao Zhang, Wenzhong Li, Vu Nguyen, Fuzhen Zhuang, Hui Xiong, Sanglu Lu:
Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning. IJCAI 2018: 3125-3131 - [c154]Dazhong Shen, Hengshu Zhu
, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong:
A Joint Learning Approach to Intelligent Job Interview Assessment. IJCAI 2018: 3542-3548 - [c153]Huang Xu, Zhiwen Yu
, Bin Guo
, Mingfei Teng, Hui Xiong:
Extracting Job Title Hierarchy from Career Trajectories: A Bayesian Perspective. IJCAI 2018: 3599-3605 - [c152]Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu, Hui Xiong:
Representing Urban Functions through Zone Embedding with Human Mobility Patterns. IJCAI 2018: 3919-3925 - [c151]Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing Xie, Hui Xiong, Jian Wu:
Sequential Recommender System based on Hierarchical Attention Networks. IJCAI 2018: 3926-3932 - [c150]Yuan Xia, Jingbo Zhou, Jingjia Cao, Yanyan Li, Fei Gao, Kun Liu, Haishan Wu, Hui Xiong:
Intent-Aware Audience Targeting for Ride-Hailing Service. ECML/PKDD (3) 2018: 136-151 - [c149]Chuan Qin
, Hengshu Zhu
, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong:
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach. SIGIR 2018: 25-34 - [c148]Zijun Yao, Yifan Sun
, Weicong Ding, Nikhil Rao, Hui Xiong:
Dynamic Word Embeddings for Evolving Semantic Discovery. WSDM 2018: 673-681 - [r4]Zhongmou Li, Hui Xiong:
Mining Blackhole and Volcano Patterns for Fraud Detection. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i14]Chen Zhu, Hengshu Zhu, Hui Xiong, Chao Ma, Fang Xie, Pengliang Ding, Pan Li:
Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning. CoRR abs/1810.04040 (2018) - [i13]Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong:
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach. CoRR abs/1812.08947 (2018) - 2017
- [j93]Chu Guan, Yanjie Fu, Xinjiang Lu, Enhong Chen, Xiaolin Li, Hui Xiong:
Efficient karaoke song recommendation via multiple kernel learning approximation. Neurocomputing 254: 22-32 (2017) - [j92]Yanchi Liu, Chuanren Liu
, Nicholas Jing Yuan, Lian Duan
, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu:
Intelligent bus routing with heterogeneous human mobility patterns. Knowl. Inf. Syst. 50(2): 383-415 (2017) - [j91]Leilei Sun
, Chonghui Guo, Chuanren Liu
, Hui Xiong:
Fast affinity propagation clustering based on incomplete similarity matrix. Knowl. Inf. Syst. 51(3): 941-963 (2017) - [j90]Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen:
Modeling Buying Motives for Personalized Product Bundle Recommendation. ACM Trans. Knowl. Discov. Data 11(3): 28:1-28:26 (2017) - [j89]Qi Liu, Biao Xiang, Nicholas Jing Yuan, Enhong Chen, Hui Xiong, Yi Zheng, Yu Yang
:
An Influence Propagation View of PageRank. ACM Trans. Knowl. Discov. Data 11(3): 30:1-30:30 (2017) - [j88]Chuanren Liu
, Hui Xiong, Spiros Papadimitriou, Yong Ge, Keli Xiao:
A Proactive Workflow Model for Healthcare Operation and Management. IEEE Trans. Knowl. Data Eng. 29(3): 586-598 (2017) - [j87]Yonghui Xu, Sinno Jialin Pan
, Hui Xiong, Qingyao Wu, Ronghua Luo, Huaqing Min, Hengjie Song:
A Unified Framework for Metric Transfer Learning. IEEE Trans. Knowl. Data Eng. 29(6): 1158-1171 (2017) - [j86]Enhong Chen, Guangxiang Zeng, Ping Luo
, Hengshu Zhu
, Jilei Tian, Hui Xiong:
Discerning individual interests and shared interests for social user profiling. World Wide Web 20(2): 417-435 (2017) - [c147]Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong:
Collaborative Company Profiling: Insights from an Employee's Perspective. AAAI 2017: 1417-1423 - [c146]Xinjiang Lu, Zhiwen Yu
, Chuanren Liu
, Yanchi Liu, Hui Xiong, Bin Guo
:
Forecasting the rise and fall of volatile point-of-interests. IEEE BigData 2017: 1307-1312 - [c145]Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Ziting Zhou, Kai Zheng, Victor S. Sheng, Hui Xiong:
Exploiting Hierarchical Structures for POI Recommendation. ICDM 2017: 655-664 - [c144]Can Chen, Junming Liu
, Qiao Li, Yijun Wang, Hui Xiong, Shanshan Wu:
Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks. ICDM 2017: 805-810 - [c143]Chen Zhang, Hao Wang, Hui Xiong:
An Automatic Approach for Transit Advertising in Public Transportation Systems. ICDM 2017: 1183-1188 - [c142]Junming Liu
, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun
, Hui Xiong:
Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams. KDD 2017: 335-344 - [c141]Kai Zhang, Chuanren Liu
, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye:
Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling. KDD 2017: 615-623 - [c140]Yanjie Fu, Charu C. Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, Hui Xiong:
REMIX: Automated Exploration for Interactive Outlier Detection. KDD 2017: 827-835 - [c139]Huayu Li
, Yong Ge, Hengshu Zhu
, Hui Xiong, Hongke Zhao:
Prospecting the Career Development of Talents: A Survival Analysis Perspective. KDD 2017: 917-925 - [c138]Yanchi Liu, Chuanren Liu
, Xinjiang Lu, Mingfei Teng, Hengshu Zhu
, Hui Xiong:
Point-of-Interest Demand Modeling with Human Mobility Patterns. KDD 2017: 947-955 - [c137]Junming Liu
, Leilei Sun
, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong:
Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion. KDD 2017: 957-966 - [c136]