Hui Xiong

929 papers A* 270A 45B 10C 8Misc 4Journal 526Unranked 54
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Brain-inspired Embodied Intelligence for Fluid and Fast Reflexive Robotics Control.
CoRR
Weiyu Guo, He Zhang, Pengteng Li, Tiefu Cai, Ziyang Chen, Yandong Guo, Xiao He, Yongkui Yang, Ying Sun, Hui Xiong
2026 A* conf
ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu Map.
WWW
Fuling Wang, Le Zhang, Jingbo Zhou, Jindong Han, Ying Sun, Chuan Qin, Hengshu Zhu, Hui Xiong
2026 J jnl
Achelous + + : Power-oriented multi-task panoptic waterway perception framework based on vision-radar fusion.
Appl. Soft Comput.
Runwei Guan, Haocheng Zhao, Shanliang Yao, Limin Yu, Xiaohui Zhu, Ryan Wen Liu, Eng Gee Lim, Weiping Ding, Yutao Yue, Hui Xiong
2026 J jnl
Adapting Graph Models via Target Integrity Assessment and Source Distribution Hypothesis.
IEEE Trans. Neural Networks Learn. Syst.
Ziyue Qiao, Xiaomin Yu, Weiyu Guo, Xiao Luo, Meng Xiao, Hui Xiong
2026 J jnl
Aligning Large Language Models with Searcher Preferences.
CoRR
Wei Wu, Peilun Zhou, Liyi Chen, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong
2026 J jnl
All-in-One Image Restoration via Causal-Deconfounding Wavelet-Disentangled Prompt Network.
CoRR
Bingnan Wang, Bin Qin, Jiangmeng Li, Fanjiang Xu, Fuchun Sun, Hui Xiong
2026 J jnl
All-in-One Image Restoration via Causal-Deconfounding Wavelet-Disentangled Prompt Network.
IEEE Trans. Image Process.
Bingnan Wang, Bin Qin, Jiangmeng Li, Fanjiang Xu, Fuchun Sun, Hui Xiong
2026 J jnl
AmPLe: Supporting Vision-Language Models via Adaptive-Debiased Ensemble Multi-Prompt Learning.
Int. J. Comput. Vis.
Fei Song, Yi Li, Jiangmeng Li, Rui Wang, Changwen Zheng, Fanjiang Xu, Hui Xiong
2026 J jnl
Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models.
CoRR
Wei Wu, Liyi Chen, Congxi Xiao, Tianfu Wang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong
2026 J jnl
AutoFly: Vision-Language-Action Model for UAV Autonomous Navigation in the Wild.
CoRR
Xiaolou Sun, Wufei Si, Wenhui Ni, Yuntian Li, Dongming Wu, Fei Xie, Runwei Guan, He-Yang Xu, Henghui Ding, Yuan Wu, Yutao Yue, Yongming Huang, Hui Xiong
2026 A* conf
Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection.
AAAI
Huizai Yao, Sicheng Zhao, Pengteng Li, Yi Cui, Shuo Lu, Weiyu Guo, Yunfan Lu, Yijie Xu, Hui Xiong
2026 J jnl
Bridging the Subpopulation Gap: A New Paradigm for Robust Fault Diagnosis in Rotating Machinery.
IEEE Trans. Ind. Informatics
Jiawei Gu, Xiangxiang Yuan, Xinming Li, Yanxue Wang, Ziyue Qiao, Hui Xiong
2026 J jnl
Causal Front-Door Adjustment for Robust Jailbreak Attacks on LLMs.
CoRR
Yao Zhou, Zeen Song, Wenwen Qiang, Fengge Wu, Shuyi Zhou, Changwen Zheng, Hui Xiong
2026 J jnl
Controllable Concept Bottleneck Models.
CoRR
Hongbin Lin, Chenyang Ren, Juangui Xu, Zhengyu Hu, Cheng-Long Wang, Yao Shu, Hui Xiong, Jingfeng Zhang, Di Wang, Lijie Hu
2026 A* conf
Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models.
AAAI
Yongwen Ren, Chao Wang, Peng Du, Chuan Qin, Dazhong Shen, Hui Xiong
2026 J jnl
Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval.
CoRR
Fanpu Cao, Lu Dai, Jindong Han, Hui Xiong
2026 A* conf
Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning.
AAAI
Yin Wu, Zhengxuan Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong
2026 J jnl
Exploiting large language model with reinforcement learning for generative job recommendations.
Frontiers Comput. Sci.
Zhi Zheng, Zhaopeng Qiu, Chen Zhu, Xiao Hu, Likang Wu, Yang Song, Hengshu Zhu, Hui Xiong
2026 J jnl
Exploring the Vulnerabilities of Federated Learning: A Deep Dive Into Gradient Inversion Attacks.
IEEE Trans. Pattern Anal. Mach. Intell.
Pengxin Guo, Runxi Wang, Shuang Zeng, Jinjing Zhu, Haoning Jiang, Yanran Wang, Yuyin Zhou, Feifei Wang, Hui Xiong, Liangqiong Qu
2026 J jnl
GoldenStart: Q-Guided Priors and Entropy Control for Distilling Flow Policies.
CoRR
He Zhang, Ying Sun, Hui Xiong
2026 A* conf
Graph Cross-Domain Continual Fine-Tuning via Orthogonal LoRA Routing with Contrastive Expert Specialization.
WWW
Qianyi Cai, Ziyue Qiao, Minghao Yang, Xiao Luo, Hui Xiong
2026 J jnl
HiCMamba: Enhancing Hi-C resolution and identifying 3D genome structures with state space modeling.
PLoS Comput. Biol.
Minghao Yang, Zhi-An Huang, Zhihang Zheng, Yuqiao Liu, Shichen Zhang, Pengfei Zhang, Hui Xiong, Shaojun Tang
2026 J jnl
How Business Agglomeration Affects Individual Points-of-Interest: A Causal Effect Estimation Perspective.
ACM Trans. Knowl. Discov. Data
Haoran Xin, Xinjiang Lu, Ying Sun, Nengjun Zhu, Tong Xu, Jingbo Zhou, Hui Xiong
2026 J jnl
Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models.
CoRR
Xiaomin Yu, Yi Xin, Wenjie Zhang, Chonghan Liu, Hanzhen Zhao, Xiaoxing Hu, Xinlei Yu, Ziyue Qiao, Hao Tang, Xue Yang, Xiaobin Hu, Chengwei Qin, Hui Xiong, Yu Qiao, Shuicheng Yan
2026 A* conf
OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting.
AAAI
Sisuo Lyu, Siru Zhong, Weilin Ruan, Qingxiang Liu, Qingsong Wen, Hui Xiong, Yuxuan Liang
2026 J jnl
On the Plasticity and Stability for Post-Training Large Language Models.
CoRR
Wenwen Qiang, Ziyin Gu, Jiahuan Zhou, Jie Hu, Jingyao Wang, Changwen Zheng, Hui Xiong
2026 J jnl
On the Transferability and Discriminability of Representation Learning in Unsupervised Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell.
Wenwen Qiang, Ziyin Gu, Lingyu Si, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong
2026 J jnl
Prescription generation via multi-source context-aware hierarchical transformer.
Sci. China Inf. Sci.
Hui Xiong, Zhi Zheng, Zhaopeng Qiu, Xian Wu, Tong Xu, Enhong Chen
2026 J jnl
SAP: Segment Any 4K Panorama.
CoRR
Lutao Jiang, Zidong Cao, Weikai Chen, Xu Zheng, Yuanhuiyi Lyu, Zhenyang Li, Zeyu Hu, Yingda Yin, Keyang Luo, Runze Zhang, Kai Yan, Shengju Qian, Haidi Fan, Yifan Peng, Xin Wang, Hui Xiong, Ying-Cong Chen
2026 J jnl
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective.
Int. J. Comput. Vis.
Zeen Song, Wenwen Qiang, Changwen Zheng, Hui Xiong, Gang Hua
2026 J jnl
Towards Generalizable Reasoning: Group Causal Counterfactual Policy Optimization for LLM Reasoning.
CoRR
Jingyao Wang, Peizheng Guo, Wenwen Qiang, Jiahuan Zhou, Huijie Guo, Changwen Zheng, Hui Xiong
2026 J jnl
Turning Semantics into Topology: LLM-Driven Attribute Augmentation for Collaborative Filtering.
CoRR
Junjie Meng, Ranxu Zhang, Wei Wu, Rui Zhang, Chuan Qin, Qi Zhang, Qi Liu, Hui Xiong, Chao Wang
2026 J jnl
VideoAfford: Grounding 3D Affordance from Human-Object-Interaction Videos via Multimodal Large Language Model.
CoRR
Hanqing Wang, Mingyu Liu, Xiaoyu Chen, Chengwei Ma, Yiming Zhong, Wenti Yin, Yuhao Liu, Zhiqing Cui, Jiahao Yuan, Lu Dai, Zhiyuan Ma, Hui Xiong
2026 J jnl
WaterVideoQA: ASV-Centric Perception and Rule-Compliant Reasoning via Multi-Modal Agents.
CoRR
Runwei Guan, Shaofeng Liang, Ningwei Ouyang, Weichen Fei, Shanliang Yao, Wei Dai, Chenhao Ge, Penglei Sun, Xiaohui Zhu, Tao Huang, Ryan Wen Liu, Hui Xiong
2025 J jnl
3DBonsai: Structure-Aware Bonsai Modeling Using Conditioned 3D Gaussian Splatting.
CoRR
Hao Wu, Hao Wang, Ruochong Li, Xuran Ma, Hui Xiong
2025 J jnl
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.
CoRR
Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025 J jnl
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics.
Proc. IEEE
Chuan Qin, Le Zhang, Yihang Cheng, Rui Zha, Dazhong Shen, Qi Zhang, Xi Chen, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong
2025 J jnl
A Comprehensive Survey on Self-Interpretable Neural Networks.
CoRR
Yang Ji, Ying Sun, Yuting Zhang, Zhigaoyuan Wang, Yuanxin Zhuang, Zheng Gong, Dazhong Shen, Chuan Qin, Hengshu Zhu, Hui Xiong
2025 J jnl
A Comprehensive Survey on Self-Interpretable Neural Networks.
Proc. IEEE
Yang Ji, Ying Sun, Yuting Zhang, Zhigaoyuan Wang, Yuanxin Zhuang, Zheng Gong, Dazhong Shen, Chuan Qin, Hengshu Zhu, Hui Xiong
2025 J jnl
A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook.
ACM Comput. Surv.
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
2025 J jnl
A Survey of Text Watermarking in the Era of Large Language Models.
ACM Comput. Surv.
Aiwei Liu, Leyi Pan, Yijian Lu, Jingjing Li, Xuming Hu, Xi Zhang, Lijie Wen, Irwin King, Hui Xiong, Philip S. Yu
2025 J jnl
A Survey of fMRI to Image Reconstruction.
CoRR
Weiyu Guo, Guoying Sun, Jianxiang He, Tong Shao, Shaoguang Wang, Ziyang Chen, Meisheng Hong, Ying Sun, Hui Xiong
2025 — conf
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation.
KDD (2)
Kun Yi, Qi Zhang, Wei Fan, Longbing Cao, Shoujin Wang, Hui He, Guodong Long, Liang Hu, Qingsong Wen, Hui Xiong
2025 J jnl
AmPLe: Supporting Vision-Language Models via Adaptive-Debiased Ensemble Multi-Prompt Learning.
CoRR
Fei Song, Yi Li, Jiangmeng Li, Rui Wang, Changwen Zheng, Fanjiang Xu, Hui Xiong
2025 J jnl
AnimAlte:Designing AI-Infused Cartoon Videos to Improve Preschoolers' Language Learning with Family Engagement at Home.
CoRR
Shiya Tsang, Ruiyao Miao, Junren Xiao, Hui Xiong
2025 J jnl
Application-Driven Value Alignment in Agentic AI Systems: Survey and Perspectives.
CoRR
Wei Zeng, Hengshu Zhu, Chuan Qin, Han Wu, Yihang Cheng, Sirui Zhang, Xiaowei Jin, Yinuo Shen, Zhenxing Wang, Feimin Zhong, Hui Xiong
2025 A* conf
Automatic Instruction Data Selection for Large Language Models via Uncertainty-Aware Influence Maximization.
WWW
Jindong Han, Hao Liu, Jun Fang, Naiqiang Tan, Hui Xiong
2025 J jnl
BayesTTA: Continual-Temporal Test-Time Adaptation for Vision-Language Models via Gaussian Discriminant Analysis.
CoRR
Shuang Cui, Jinglin Xu, Yi Li, Xiongxin Tang, Jiangmeng Li, Jiahuan Zhou, Fanjiang Xu, Fuchun Sun, Hui Xiong
2025 J jnl
Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection.
CoRR
Huizai Yao, Sicheng Zhao, Pengteng Li, Yi Cui, Shuo Lu, Weiyu Guo, Yunfan Lu, Yijie Xu, Hui Xiong
2025 J jnl
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models.
CoRR
Rui Cai, Chao Wang, Qianyi Cai, Dazhong Shen, Hui Xiong
2025 A* conf
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching.
ICLR
Xingjian Wu, Xiangfei Qiu, Zhengyu Li, Yihang Wang, Jilin Hu, Chenjuan Guo, Hui Xiong, Bin Yang
2025 J jnl
CHAT: Beyond Contrastive Graph Transformer for Link Prediction in Heterogeneous Networks.
CoRR
Shengming Zhang, Le Zhang, Jingbo Zhou, Hui Xiong
2025 J jnl
Can Large Language Models Help Experimental Design for Causal Discovery?
CoRR
Junyi Li, Yongqiang Chen, Chenxi Liu, Qianyi Cai, Tongliang Liu, Bo Han, Kun Zhang, Hui Xiong
2025 J jnl
ChartMark: A Structured Grammar for Chart Annotation.
CoRR
Yiyu Chen, Yifan Wu, Shuyu Shen, Yupeng Xie, Leixian Shen, Hui Xiong, Yuyu Luo
2025 A* conf
CitySculpt: 3D City Generation from Satellite Imagery with UV Diffusion.
ACM Multimedia
Xingbo Yao, Xuanmin Wang, Hui Xiong
2025 J jnl
Cognitive Disentanglement for Referring Multi-Object Tracking.
CoRR
Shaofeng Liang, Runwei Guan, Wangwang Lian, Daizong Liu, Xiaolou Sun, Dongming Wu, Yutao Yue, Weiping Ding, Hui Xiong
2025 J jnl
Cognitive Disentanglement for Referring Multi-Object Tracking.
Inf. Fusion
Shaofeng Liang, Runwei Guan, Wangwang Lian, Daizong Liu, Xiaolou Sun, Dongming Wu, Yutao Yue, Weiping Ding, Hui Xiong
2025 J jnl
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks.
CoRR
Shuang Cui, Yi Li, Jiangmeng Li, Xiongxin Tang, Bing Su, Fanjiang Xu, Hui Xiong
2025 J jnl
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks.
Int. J. Comput. Vis.
Shuang Cui, Yi Li, Jiangmeng Li, Xiongxin Tang, Bing Su, Fanjiang Xu, Hui Xiong
2025 J jnl
Da Yu: Towards USV-Based Image Captioning for Waterway Surveillance and Scene Understanding.
CoRR
Runwei Guan, Ningwei Ouyang, Tianhao Xu, Shaofeng Liang, Wei Dai, Yafeng Sun, Shang Gao, Songning Lai, Shanliang Yao, Xuming Hu, Ryan Wen Liu, Yutao Yue, Hui Xiong
2025 J jnl
DeblurSplat: SfM-free 3D Gaussian Splatting with Event Camera for Robust Deblurring.
CoRR
Pengteng Li, Yunfan Lu, Pinhao Song, Weiyu Guo, Huizai Yao, F. Richard Yu, Hui Xiong
2025 J jnl
EXCLAIM: An Explainable Cross-Modal Agentic System for Misinformation Detection with Hierarchical Retrieval.
CoRR
Yin Wu, Zhengxuan Zhang, Fuling Wang, Yuyu Luo, Hui Xiong, Nan Tang
2025 A* conf
Editable Concept Bottleneck Models.
ICML
Lijie Hu, Chenyang Ren, Zhengyu Hu, Hongbin Lin, Cheng-Long Wang, Zhen Tan, Weimin Lyu, Jingfeng Zhang, Hui Xiong, Di Wang
2025 A* conf
Efficient Skill Discovery via Regret-Aware Optimization.
ICML
He Zhang, Ming Zhou, Shaopeng Zhai, Ying Sun, Hui Xiong
2025 J jnl
Efficient Skill Discovery via Regret-Aware Optimization.
CoRR
He Zhang, Ming Zhou, Shaopeng Zhai, Ying Sun, Hui Xiong
2025 J jnl
Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models.
CoRR
Yongwen Ren, Chao Wang, Peng Du, Chuan Qin, Dazhong Shen, Hui Xiong
2025 A* conf
Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling.
IJCAI
Tianhui Ma, Shuyao Wang, Zhi Zheng, Hui Xiong
2025 J jnl
Enhancing job recommendations with LLM-based resume completion: A behavior-denoised alignment approach.
Inf. Process. Manag.
Chen Zhu, Xiao Hu, Han Wu, Chuan Qin, Hengshu Zhu, Hui Xiong
2025 J jnl
EventVL: Understand Event Streams via Multimodal Large Language Model.
CoRR
Pengteng Li, Yunfan Lu, Pinhao Song, Wuyang Li, Huizai Yao, Hui Xiong
2025 J jnl
Examination Process Modeling for Intelligent Patent Management: A Multi-aspect Neural Sequential Approach.
ACM Trans. Manag. Inf. Syst.
Han Wu, Le Zhang, Hengshu Zhu, Qi Liu, Enhong Chen, Hui Xiong
2025 — conf
Explaining Length Bias in LLM-Based Preference Evaluations.
EMNLP (Findings)
Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Tianfu Wang, Zhengyu Chen, Nicholas Jing Yuan, Jianxun Lian, Kaize Ding, Hui Xiong
2025 J jnl
Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks.
CoRR
Pengxin Guo, Runxi Wang, Shuang Zeng, Jinjing Zhu, Haoning Jiang, Yanran Wang, Yuyin Zhou, Feifei Wang, Hui Xiong, Liangqiong Qu
2025 J jnl
From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing.
CoRR
Ling Wang, Yunfan Lu, Wenzong Ma, Huizai Yao, Pengteng Li, Hui Xiong
2025 J jnl
From Events to Enhancement: A Survey on Event-Based Imaging Technologies.
CoRR
Yunfan Lu, Xiaogang Xu, Pengteng Li, Yusheng Wang, Yi Cui, Huizai Yao, Hui Xiong
2025 J jnl
From Understanding to Excelling: Template-Free Algorithm Design through Structural-Functional Co-Evolution.
CoRR
Zhe Zhao, Haibin Wen, Pengkun Wang, Ye Wei, Zaixi Zhang, Xi Lin, Fei Liu, Bo An, Hui Xiong, Yang Wang, Qingfu Zhang
2025 A* conf
GCAL: Adapting Graph Models to Evolving Domain Shifts.
ICML
Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong
2025 J jnl
GCAL: Adapting Graph Models to Evolving Domain Shifts.
CoRR
Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong
2025 J jnl
GENERator: A Long-Context Generative Genomic Foundation Model.
CoRR
Wei Wu, Qiuyi Li, Mingyang Li, Kun Fu, Fuli Feng, Jieping Ye, Hui Xiong, Zheng Wang
2025 J jnl
GNN-based deep reinforcement learning for computation task scheduling in autonomous multi-robot systems.
J. Syst. Archit.
Wen Gao, Zhiwen Yu, Tian Wang, Liang Wang, Helei Cui, Bin Guo, Hui Xiong
2025 J jnl
GPS: graph contrastive learning via multi-scale augmented views from adversarial pooling.
Sci. China Inf. Sci.
Wei Ju, Yiyang Gu, Zhengyang Mao, Ziyue Qiao, Yifang Qin, Xiao Luo, Hui Xiong, Ming Zhang
2025 J jnl
GVPO: Group Variance Policy Optimization for Large Language Model Post-Training.
CoRR
Kaichen Zhang, Yuzhong Hong, Junwei Bao, Hongfei Jiang, Yang Song, Dingqian Hong, Hui Xiong
2025 J jnl
GraphSearch: An Agentic Deep Searching Workflow for Graph Retrieval-Augmented Generation.
CoRR
Cehao Yang, Xiaojun Wu, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Yuanliang Sun, Jia Li, Hui Xiong, Jian Guo
2025 J jnl
Handling Over-Smoothing and Over-Squashing in Graph Convolution With Maximization Operation.
IEEE Trans. Neural Networks Learn. Syst.
Dazhong Shen, Chuan Qin, Qi Zhang, Hengshu Zhu, Hui Xiong
2025 A* conf
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation.
AAAI
Yuyang Ye, Zhi Zheng, Yishan Shen, Tianshu Wang, Hengruo Zhang, Peijun Zhu, Runlong Yu, Kai Zhang, Hui Xiong
2025 J jnl
HiCMamba: Enhancing Hi-C Resolution and Identifying 3D Genome Structures with State Space Modeling.
CoRR
Ming-Hsuan Yang, Zhi-An Huang, Zhihang Zheng, Yuqiao Liu, Shichen Zhang, Pengfei Zhang, Hui Xiong, Shaojun Tang
2025 J jnl
Hierarchical Deep Reinforcement Learning for Computation Offloading in Autonomous Multi-Robot Systems.
IEEE Robotics Autom. Lett.
Wen Gao, Zhiwen Yu, Liang Wang, Helei Cui, Bin Guo, Hui Xiong
2025 A* conf
Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation.
WWW
Shengzhe Zhang, Liyi Chen, Dazhong Shen, Chao Wang, Hui Xiong
2025 J jnl
Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation.
CoRR
Shengzhe Zhang, Liyi Chen, Dazhong Shen, Chao Wang, Hui Xiong
2025 J jnl
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation.
CoRR
Yunfan Lu, Nico Messikommer, Xiaogang Xu, Liming Chen, Yuhan Chen, Nikola Zubic, Davide Scaramuzza, Hui Xiong
2025 — conf
Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction.
KDD (1)
Pengfei Yu, Jingjing Gu, Dazhong Shen, Xin Dong, Yang Liu, Hui Xiong
2025 J jnl
JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer.
ACM Trans. Knowl. Discov. Data
Zhihao Guan, Jia-Qi Yang, Yang Yang, Hengshu Zhu, Wenjie Li, Hui Xiong
2025 J jnl
Joint Ability Assessment for Talent Recruitment: A Neural Cognitive Diagnosis Approach.
ACM Trans. Manag. Inf. Syst.
Haiping Ma, Manwei Li, Chuan Qin, Dazhong Shen, Hengshu Zhu, Xingyi Zhang, Hui Xiong
2025 A* conf
Joint Dependency and Conflicting Task Allocation in Collaboration-Aware Spatial Crowdsourcing.
ICDE
Jiajun Yao, Lei Yang, Hao Liu, Hui Xiong
2025 — conf
Killing Two Birds with One Stone: A Spatio-temporal Prompt for the Inductive Traffic Extrapolation.
DASFAA (2)
Leilei Ding, Zhipeng Tang, Le Zhang, Dazhong Shen, Chao Wang, Ziyang Tao, Jingbo Zhou, Yanyong Zhang, Hui Xiong
2025 — conf
LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning.
KDD (1)
Shengming Zhang, Le Zhang, Jingbo Zhou, Zhi Zheng, Hui Xiong
2025 — conf
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System.
WWW (Companion Volume)
Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong
2025 J jnl
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System.
CoRR
Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong
2025 J jnl
LLMCDSR: Enhancing Cross-Domain Sequential Recommendation with Large Language Models.
ACM Trans. Inf. Syst.
Haoran Xin, Ying Sun, Chao Wang, Hui Xiong
2025 — conf
LLMLight: Large Language Models as Traffic Signal Control Agents.
KDD (1)
Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong
2025 — conf
Labor Migration Modeling Through Large-Scale Job Query Data.
PAKDD (1)
Zhuoning Guo, Le Zhang, Hengshu Zhu, Weijia Zhang, Hui Xiong, Hao Liu
2025 — conf
Large Language Models Are Not Stable Recommender Systems: A Position Bias Perspective.
KSEM (1)
Tianhui Ma, Yuan Cheng, Zhi Zheng, Hengshu Zhu, Hui Xiong
2025 J jnl
Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs.
CoRR
Jingyao Wang, Wenwen Qiang, Zeen Song, Changwen Zheng, Hui Xiong
2025 J jnl
Less is More: Token-Efficient Video-QA via Adaptive Frame-Pruning and Semantic Graph Integration.
CoRR
Shaoguang Wang, Ziyang Chen, Yijie Xu, Weiyu Guo, Hui Xiong
2025 J jnl
Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding.
CoRR
Weiyu Guo, Ziyang Chen, Shaoguang Wang, Jianxiang He, Yijie Xu, Jinhui Ye, Ying Sun, Hui Xiong
2025 — conf
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data.
ACL (Findings)
Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Shengjie Ma, Aofan Liu, Hui Xiong, Jian Guo
2025 J jnl
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data.
CoRR
Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Shengjie Ma, Aofan Liu, Hui Xiong, Jian Guo
2025 J jnl
Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking.
CoRR
Yijie Xu, Aiwei Liu, Xuming Hu, Lijie Wen, Hui Xiong
2025 J jnl
Market-aware Long-term Job Skill Recommendation with Explainable Deep Reinforcement Learning.
ACM Trans. Inf. Syst.
Ying Sun, Yang Ji, Hengshu Zhu, Fuzhen Zhuang, Qing He, Hui Xiong
2025 A* conf
Multifractal Comparison of Billboard and AI-Generated Music.
ACM Multimedia
Kevin Kailun Zhang, Ying Sun, Hui Xiong
2025 J jnl
Multimodal 3D Genome Pre-training.
CoRR
Minghao Yang, Pengteng Li, Yan Liang, Qianyi Cai, Zhihang Zheng, Shichen Zhang, Pengfei Zhang, Zhi-An Huang, Hui Xiong
2025 J jnl
Multiple financial analyst opinions aggregation based on uncertainty-aware quality evaluation.
Eur. J. Oper. Res.
Shuai Jiang, Wenjun Zhou, Yanhong Guo, Hui Xiong
2025 J jnl
OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting.
CoRR
Sisuo Lyu, Siru Zhong, Weilin Ruan, Qingxiang Liu, Qingsong Wen, Hui Xiong, Yuxuan Liang
2025 J jnl
On the Generalization and Causal Explanation in Self-Supervised Learning.
Int. J. Comput. Vis.
Wenwen Qiang, Zeen Song, Ziyin Gu, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong
2025 J jnl
On the Transferability and Discriminability of Repersentation Learning in Unsupervised Domain Adaptation.
CoRR
Wenwen Qiang, Ziyin Gu, Lingyu Si, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong
2025 J jnl
On the discriminability of self-supervised representation learning.
Inf. Sci.
Zeen Song, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
2025 A* conf
OneForecast: A Universal Framework for Global and Regional Weather Forecasting.
ICML
Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong, Fan Xu, Rui Ray Chen, Yibo Yan, Qingsong Wen, Xuming Hu, Kun Wang, Jiahao Wu, Qing Li, Hui Xiong, Xiaomeng Huang
2025 J jnl
OneForecast: A Universal Framework for Global and Regional Weather Forecasting.
CoRR
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
2025 J jnl
Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning.
CoRR
Ruiyao Miao, Junren Xiao, Shiya Tsang, Hui Xiong, Yingnian Wu
2025 J jnl
Perturbation-mitigated USV Navigation with Distributionally Robust Reinforcement Learning.
CoRR
Zhaofan Zhang, Minghao Yang, Sihong Xie, Hui Xiong
2025 J jnl
RETuning: Upgrading Inference-Time Scaling for Stock Movement Prediction with Large Language Models.
CoRR
Xueyuan Lin, Cehao Yang, Ye Ma, Ming Li, Rongjunchen Zhang, Yang Ni, Xiaojun Wu, Chengjin Xu, Jian Guo, Hui Xiong
2025 J jnl
RGB-Event ISP: The Dataset and Benchmark.
CoRR
Yunfan Lu, Yanlin Qian, Ziyang Rao, Junren Xiao, Liming Chen, Hui Xiong
2025 J jnl
RSPO: Risk-Seeking Policy Optimization for Pass@k and Max@k Metrics in Large Language Models.
CoRR
Kaichen Zhang, Shenghao Gao, Yuzhong Hong, Haipeng Sun, Junwei Bao, Hongfei Jiang, Yang Song, Dingqian Hong, Hui Xiong
2025 B conf
Reinforcement Learning Based Edge-Assisted Dynamic Inference for Mobile Vision.
GLOBECOM
Yu Liu, Liang Xiao, Tuhao Li, Zefang Lv, Ziyue Qiao, Hui Xiong
2025 J jnl
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective.
Int. J. Comput. Vis.
Jiangmeng Li, Zehua Zang, Qirui Ji, Chuxiong Sun, Wenwen Qiang, Junge Zhang, Changwen Zheng, Fuchun Sun, Hui Xiong
2025 A* conf
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis.
ICML
Weiyu Guo, Ziyue Qiao, Ying Sun, Yijie Xu, Hui Xiong
2025 J jnl
Risk-averse classification.
Ann. Oper. Res.
Constantine Alexander Vitt, Darinka Dentcheva, Hui Xiong
2025 A* conf
SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes.
ICML
Yishan Shen, Yuyang Ye, Hui Xiong, Yong Chen
2025 J jnl
SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes.
CoRR
Yishan Shen, Yuyang Ye, Hui Xiong, Yong Chen
2025 A* conf
SCA3D: Enhancing Cross-Modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation.
ICRA
Junlong Ren, Hao Wu, Hui Xiong, Hao Wang
2025 J jnl
SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation.
CoRR
Junlong Ren, Hao Wu, Hui Xiong, Hao Wang
2025 J jnl
SD-OVON: A Semantics-aware Dataset and Benchmark Generation Pipeline for Open-Vocabulary Object Navigation in Dynamic Scenes.
CoRR
Dicong Qiu, Jiadi You, Zeying Gong, Ronghe Qiu, Hui Xiong, Junwei Liang
2025 J jnl
SEE: See Everything Every Time - Adaptive Brightness Adjustment for Broad Light Range Images via Events.
CoRR
Yunfan Lu, Xiaogang Xu, Hao Lu, Yanlin Qian, Pengteng Li, Huizai Yao, Bin Yang, Junyi Li, Qianyi Cai, Weiyu Guo, Hui Xiong
2025 — conf
ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research.
KDD (2)
Junyong Lin, Lu Dai, Ruiqian Han, Yijie Sui, Ruilin Wang, Xingliang Sun, Qinglin Wu, Min Feng, Hao Liu, Hui Xiong
2025 J jnl
ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research.
CoRR
Junyong Lin, Lu Dai, Ruiqian Han, Yijie Sui, Ruilin Wang, Xingliang Sun, Qinglin Wu, Min Feng, Hao Liu, Hui Xiong
2025 J jnl
Scalable Pre-Training of Compact Urban Spatio-Temporal Predictive Models on Large-Scale Multi-Domain Data.
Proc. VLDB Endow.
Jindong Han, Hao Wang, Hui Xiong, Hao Liu
2025 — conf
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models.
KDD (2)
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
2025 J jnl
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models.
CoRR
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
2025 A* conf
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction.
ICLR
Lu Dai, Yijie Xu, Jinhui Ye, Hao Liu, Hui Xiong
2025 J jnl
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction.
CoRR
Lu Dai, Yijie Xu, Jinhui Ye, Hao Liu, Hui Xiong
2025 J jnl
See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model.
CoRR
Pengteng Li, Pinhao Song, Wuyang Li, Weiyu Guo, Huizai Yao, Yijie Xu, Dugang Liu, Hui Xiong
2025 J jnl
Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning.
CoRR
Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Xiaojun Wu, Honghao Liu, Hui Xiong, Jian Guo
2025 J jnl
Simulating the Real World: A Unified Survey of Multimodal Generative Models.
CoRR
Yuqi Hu, Longguang Wang, Xian Liu, Ling-Hao Chen, Yuwei Guo, Yukai Shi, Ce Liu, Anyi Rao, Zeyu Wang, Hui Xiong
2025 — conf
Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs.
KDD (2)
Wei Wu, Chao Wang, Liyi Chen, Mingze Yin, Yiheng Zhu, Kun Fu, Jieping Ye, Hui Xiong, Zheng Wang
2025 A* conf
TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations.
AAAI
Mingze Gao, Jingyu Liu, Mingda Li, Jiangtao Xie, Qingbin Liu, Kevin Zhao, Xi Chen, Hui Xiong
2025 A* conf
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning.
EMNLP
Hang Ni, Fan Liu, Xinyu Ma, Lixin Su, Shuaiqiang Wang, Dawei Yin, Hui Xiong, Hao Liu
2025 J jnl
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning.
CoRR
Hang Ni, Fan Liu, Xinyu Ma, Lixin Su, Shuaiqiang Wang, Dawei Yin, Hui Xiong, Hao Liu
2025 J jnl
Talk2PC: Enhancing 3D Visual Grounding through LiDAR and Radar Point Clouds Fusion for Autonomous Driving.
CoRR
Runwei Guan, Jianan Liu, Ningwei Ouyang, Daizong Liu, Xiaolou Sun, Lianqing Zheng, Ming Xu, Yutao Yue, Hui Xiong
2025 A* conf
Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension.
ICRA
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
2025 — conf
The 6th International Workshop on Talent and Management Computing (TMC 2025).
KDD (2)
Hengshu Zhu, Yong Ge, Hui Xiong, Ee-Peng Lim
2025 J jnl
Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval.
CoRR
Xiaojun Wu, Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Yuanliang Sun, Hui Xiong, Jia Li, Jian Guo
2025 J jnl
TimeFound: A Foundation Model for Time Series Forecasting.
CoRR
Congxi Xiao, Jingbo Zhou, Yixiong Xiao, Xinjiang Lu, Lei Zhang, Hui Xiong
2025 A* conf
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection.
EMNLP
Wei Wu, Zhuoshi Pan, Kun Fu, Chao Wang, Liyi Chen, Yunchu Bai, Tianfu Wang, Zheng Wang, Hui Xiong
2025 J jnl
Toward Faithful Neural Network Intrinsic Interpretation With Shapley Additive Self-Attribution.
IEEE Trans. Neural Networks Learn. Syst.
Ying Sun, Hengshu Zhu, Hui Xiong
2025 A* conf
Towards Continuous Reuse of Graph Models via Holistic Memory Diversification.
ICLR
Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Xiao Luo, Hui Xiong
2025 J jnl
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation.
CoRR
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
2025 J jnl
Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning.
CoRR
Siyang Li, Yize Chen, Yan Guo, Ming Huang, Hui Xiong
2025 A* conf
Towards the Causal Complete Cause of Multi-Modal Representation Learning.
ICML
Jingyao Wang, Siyu Zhao, Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong
2025 J jnl
Transparent prediction of financial analyst recommendation quality using generalized additive model.
Electron. Commer. Res. Appl.
Shuai Jiang, Xiaoxin Pan, Yanhong Guo, Chuanren Liu, Hui Xiong
2025 — conf
Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series.
KDD (2)
Weijia Zhang, Chenlong Yin, Hao Liu, Hui Xiong
2025 A* conf
Unleashing the Power of Large Language Model for Denoising Recommendation.
WWW
Shuyao Wang, Zhi Zheng, Yongduo Sui, Hui Xiong
2025 J jnl
Unleashing the Power of Large Language Model for Denoising Recommendation.
CoRR
Shuyao Wang, Zhi Zheng, Yongduo Sui, Hui Xiong
2025 J jnl
Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study.
CoRR
Zhengyu Hu, Jianxun Lian, Zheyuan Xiao, Seraphina Zhang, Tianfu Wang, Nicholas Jing Yuan, Xing Xie, Hui Xiong
2025 J jnl
VSI: Visual Subtitle Integration for Keyframe Selection to enhance Long Video Understanding.
CoRR
Jianxiang He, Shaoguang Wang, Weiyu Guo, Meisheng Hong, Jungang Li, Yijie Xu, Ziyang Chen, Hui Xiong
2025 J jnl
Virne: A Comprehensive Benchmark for Deep RL-based Network Resource Allocation in NFV.
CoRR
Tianfu Wang, Liwei Deng, Xi Chen, Junyang Wang, Huiguo He, Leilei Ding, Wei Wu, Qilin Fan, Hui Xiong
2025 J jnl
Wavelet-based Multi-View Fusion of 4D Radar Tensor and Camera for Robust 3D Object Detection.
CoRR
Runwei Guan, Jianan Liu, Shaofeng Liang, Fangqiang Ding, Shanliang Yao, Xiaokai Bai, Daizong Liu, Tao Huang, Guoqiang Mao, Hui Xiong
2025 J jnl
You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs.
CoRR
Yijie Xu, Huizai Yao, Zhiyu Guo, Weiyu Guo, Pengteng Li, Aiwei Liu, Xuming Hu, Hui Xiong
2024 J jnl
A Dual-channel Semi-supervised Learning Framework on Graphs via Knowledge Transfer and Meta-learning.
ACM Trans. Web
Ziyue Qiao, Pengyang Wang, Pengfei Wang, Zhiyuan Ning, Yanjie Fu, Yi Du, Yuanchun Zhou, Jianqiang Huang, Xian-Sheng Hua, Hui Xiong
2024 J jnl
A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction.
IEEE Trans. Big Data
Han Wu, Guanqi Zhu, Qi Liu, Hengshu Zhu, Hao Wang, Hongke Zhao, Chuanren Liu, Enhong Chen, Hui Xiong
2024 J jnl
A survey on large language models for recommendation.
World Wide Web (WWW)
Likang Wu, Zhi Zheng, Zhaopeng Qiu, Hao Wang, Hongchao Gu, Tingjia Shen, Chuan Qin, Chen Zhu, Hengshu Zhu, Qi Liu, Hui Xiong, Enhong Chen
2024 A* conf
AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations.
SIGIR
Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong
2024 J jnl
AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations.
CoRR
Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong
2024 J jnl
Adaptive Clustering Based Personalized Federated Learning Framework for Next POI Recommendation With Location Noise.
IEEE Trans. Knowl. Data Eng.
Ziming Ye, Xiao Zhang, Xu Chen, Hui Xiong, Dongxiao Yu
2024 — conf
AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy.
HICSS
Hao Zhong, Zixuan Yuan, Denghui Zhang, Yi Jiang, Shengming Zhang, Hui Xiong
2024 J jnl
Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews.
ACM Trans. Inf. Syst.
Chuan Qin, Hengshu Zhu, Dazhong Shen, Ying Sun, Kaichun Yao, Peng Wang, Hui Xiong
2024 A* conf
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction.
ICLR
Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
2024 J jnl
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction.
CoRR
Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
2024 J jnl
Beyond Relevance: Factor-level Causal Explanation for User Travel Decisions with Counterfactual Data Augmentation.
ACM Trans. Inf. Syst.
Hanzhe Li, Jingjing Gu, Xinjiang Lu, Dazhong Shen, Yuting Liu, YaNan Deng, Guoliang Shi, Hui Xiong
2024 J jnl
Bi-Discriminator Domain Adversarial Neural Networks With Class-Level Gradient Alignment.
IEEE Trans. Syst. Man Cybern. Syst.
Chuang Zhao, Hongke Zhao, Hengshu Zhu, Zhenya Huang, Nan Feng, Enhong Chen, Hui Xiong
2024 J jnl
BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks.
Proc. VLDB Endow.
Jindong Han, Weijia Zhang, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong
2024 J jnl
Bilateral Multi-Behavior Modeling for Reciprocal Recommendation in Online Recruitment.
IEEE Trans. Knowl. Data Eng.
Zhi Zheng, Xiao Hu, Zhaopeng Qiu, Yuan Cheng, Shanshan Gao, Yang Song, Hengshu Zhu, Hui Xiong
2024 J jnl
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling.
IEEE Trans. Knowl. Data Eng.
Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong
2024 — conf
Bring Me a Good One: Seeking High-potential Startups using Heterogeneous Venture Information Networks.
HICSS
Shengming Zhang, Hao Zhong, Yong Ge, Hui Xiong
2024 J jnl
CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching.
CoRR
Xingjian Wu, Xiangfei Qiu, Zhengyu Li, Yihang Wang, Jilin Hu, Chenjuan Guo, Hui Xiong, Bin Yang
2024 A conf
COM3D: Leveraging Cross-View Correspondence and Cross-Modal Mining for 3D Retrieval.
ICME
Hao Wu, Ruochong Li, Hao Wang, Hui Xiong
2024 J jnl
COM3D: Leveraging Cross-View Correspondence and Cross-Modal Mining for 3D Retrieval.
CoRR
Hao Wu, Ruochong Li, Hao Wang, Hui Xiong
2024 A* conf
COMET: NFT Price Prediction with Wallet Profiling.
KDD
Tianfu Wang, Liwei Deng, Chao Wang, Jianxun Lian, Yue Yan, Nicholas Jing Yuan, Qi Zhang, Hui Xiong
2024 J jnl
COMET: NFT Price Prediction with Wallet Profiling.
CoRR
Tianfu Wang, Liwei Deng, Chao Wang, Jianxun Lian, Yue Yan, Nicholas Jing Yuan, Qi Zhang, Hui Xiong
2024 J jnl
Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecasting.
CoRR
Siyang Li, Yize Chen, Hui Xiong
2024 J jnl
CinePreGen: Camera Controllable Video Previsualization via Engine-powered Diffusion.
CoRR
Yiran Chen, Anyi Rao, Xuekun Jiang, Shishi Xiao, Ruiqing Ma, Zeyu Wang, Hui Xiong, Bo Dai
2024 A* conf
Collaboration-Aware Hybrid Learning for Knowledge Development Prediction.
WWW
Liyi Chen, Chuan Qin, Ying Sun, Xin Song, Tong Xu, Hengshu Zhu, Hui Xiong
2024 J jnl
Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting.
CoRR
Zhuoning Guo, Hao Liu, Le Zhang, Qi Zhang, Hengshu Zhu, Hui Xiong
2024 A* conf
CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control.
KDD
Qian Sun, Rui Zha, Le Zhang, Jingbo Zhou, Yu Mei, Zhiling Li, Hui Xiong
2024 J jnl
DEWP: Deep Expansion Learning for Wind Power Forecasting.
CoRR
Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong
2024 J jnl
DEWP: Deep Expansion Learning for Wind Power Forecasting.
ACM Trans. Knowl. Discov. Data
Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong
2024 J jnl
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives.
CoRR
Leilei Ding, Dazhong Shen, Chao Wang, Tianfu Wang, Le Zhang, Hui Xiong, Yanyong Zhang
2024 J jnl
Decode Neural signal as Speech.
CoRR
Yiqian Yang, Yiqun Duan, Qiang Zhang, Renjing Xu, Hui Xiong
2024 J jnl
DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model.
IEEE Trans. Smart Grid
Siyang Li, Hui Xiong, Yize Chen
2024 J jnl
DiffPLF: A Conditional Diffusion Model for Probabilistic Forecasting of EV Charging Load.
CoRR
Siyang Li, Hui Xiong, Yize Chen
2024 A conf
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation.
WSDM
Shuyao Wang, Yongduo Sui, Jiancan Wu, Zhi Zheng, Hui Xiong
2024 J jnl
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation.
CoRR
Shuyao Wang, Yongduo Sui, Jiancan Wu, Zhi Zheng, Hui Xiong
2024 — conf
Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models.
DASFAA (4)
Feihu Jiang, Chuan Qin, Kaichun Yao, Chuyu Fang, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong
2024 J jnl
Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models.
CoRR
Feihu Jiang, Chuan Qin, Kaichun Yao, Chuyu Fang, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong
2024 J jnl
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection.
CoRR
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
2024 — conf
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss.
CVPR Workshops
Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong
2024 J jnl
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss.
CoRR
Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong
2024 J jnl
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey.
CoRR
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
2024 J jnl
Exploiting Cross-Modal Prediction and Relation Consistency for Semisupervised Image Captioning.
IEEE Trans. Cybern.
Yang Yang, Hongchen Wei, Hengshu Zhu, Dianhai Yu, Hui Xiong, Jian Yang
2024 A* conf
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation.
IJCAI
Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong
2024 J jnl
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation.
CoRR
Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong
2024 J jnl
GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network.
IEEE Trans. Knowl. Data Eng.
Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong
2024 J jnl
GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling.
CoRR
Wei Ju, Yiyang Gu, Zhengyang Mao, Ziyue Qiao, Yifang Qin, Xiao Luo, Hui Xiong, Ming Zhang
2024 J jnl
GS-RS: A Generative Approach for Alleviating Cold Start and Filter Bubbles in Recommender Systems.
IEEE Trans. Knowl. Data Eng.
Yuanbo Xu, En Wang, Yongjian Yang, Hui Xiong
2024 A* conf
Graph Signal Diffusion Model for Collaborative Filtering.
SIGIR
Yunqin Zhu, Chao Wang, Qi Zhang, Hui Xiong
2024 J jnl
HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera.
CoRR
Yunfan Lu, Zipeng Wang, Yusheng Wang, Hui Xiong
2024 A* conf
Harnessing Large Language Models for Text-Rich Sequential Recommendation.
WWW
Zhi Zheng, Wenshuo Chao, Zhaopeng Qiu, Hengshu Zhu, Hui Xiong
2024 J jnl
Harnessing Large Language Models for Text-Rich Sequential Recommendation.
CoRR
Zhi Zheng, Wenshuo Chao, Zhaopeng Qiu, Hengshu Zhu, Hui Xiong
2024 J jnl
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation.
CoRR
Yuyang Ye, Zhi Zheng, Yishan Shen, Tianshu Wang, Hengruo Zhang, Peijun Zhu, Runlong Yu, Kai Zhang, Hui Xiong
2024 — conf
Hierarchical Cross-Level Graph Contrastive Learning for Drug-Drug Interaction Prediction.
DASFAA (7)
Yuhan Ye, Jingbo Zhou, Shuangli Li, Congxi Xiao, Haochao Ying, Hui Xiong
2024 — conf
Hierarchical Structure-Aware Graph Prompting for Drug-Drug Interaction Prediction.
ECML/PKDD (8)
Yuhan Ye, Jingbo Zhou, Shuangli Li, Congxi Xiao, Haochao Ying, Hui Xiong
2024 J jnl
Holistic Memory Diversification for Incremental Learning in Growing Graphs.
CoRR
Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Hui Xiong
2024 J jnl
How recommendation letters affect career Mobility：Evidence from a social networking sites LinkedIn.
Comput. Hum. Behav.
Rui Chang, Xin Wei, Xi Zhang, Hui Xiong, Hengshu Zhu
2024 J jnl
HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing.
IEEE Trans. Knowl. Data Eng.
Xiao Han, Yuncong Yang, Junjie Wu, Hui Xiong
2024 A* conf
Improve Dense Passage Retrieval with Entailment Tuning.
EMNLP
Lu Dai, Hao Liu, Hui Xiong
2024 J jnl
Improve Dense Passage Retrieval with Entailment Tuning.
CoRR
Lu Dai, Hao Liu, Hui Xiong
2024 A* conf
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms.
NeurIPS
Jiechao Guan, Hui Xiong
2024 A* conf
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning.
ICLR
Jiechao Guan, Hui Xiong
2024 A* conf
Improving Gloss-free Sign Language Translation by Reducing Representation Density.
NeurIPS
Jinhui Ye, Xing Wang, Wenxiang Jiao, Junwei Liang, Hui Xiong
2024 J jnl
Improving Gloss-free Sign Language Translation by Reducing Representation Density.
CoRR
Jinhui Ye, Xing Wang, Wenxiang Jiao, Junwei Liang, Hui Xiong
2024 J jnl
Information filtering and interpolating for semi-supervised graph domain adaptation.
Pattern Recognit.
Ziyue Qiao, Meng Xiao, Weiyu Guo, Xiao Luo, Hui Xiong
2024 A* conf
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction.
KDD
Wenzhao Jiang, Jindong Han, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong
2024 J jnl
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction.
CoRR
Wenzhao Jiang, Jindong Han, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong
2024 J jnl
Intriguing Properties of Positional Encoding in Time Series Forecasting.
CoRR
Jianqi Zhang, Jingyao Wang, Wenwen Qiang, Fanjiang Xu, Changwen Zheng, Fuchun Sun, Hui Xiong
2024 A* conf
Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach.
ICML
Weijia Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou, Hui Xiong
2024 A* conf
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks.
KDD
Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Yanjie Fu, Jingbo Zhou, Yu Mei, Hui Xiong
2024 A* conf
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking.
NeurIPS
Xi Chen, Chuan Qin, Chuyu Fang, Chao Wang, Chen Zhu, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong
2024 J jnl
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking.
CoRR
Xi Chen, Chuan Qin, Chuyu Fang, Chao Wang, Chen Zhu, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong
2024 J jnl
JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer.
CoRR
Zhihao Guan, Jia-Qi Yang, Yang Yang, Hengshu Zhu, Wenjie Li, Hui Xiong
2024 J jnl
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning.
CoRR
Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong
2024 J jnl
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning.
IEEE Trans. Serv. Comput.
Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong
2024 A* conf
Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks.
KDD
Wenyuan Jiang, Wenwei Wu, Le Zhang, Zixuan Yuan, Jian Xiang, Jingbo Zhou, Hui Xiong
2024 J jnl
LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading.
IEEE Trans. Knowl. Data Eng.
Zixuan Yuan, Junming Liu, Haoyi Zhou, Denghui Zhang, Hao Liu, Nengjun Zhu, Hui Xiong
2024 A* conf
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay.
EMNLP
Yihuai Lan, Zhiqiang Hu, Lei Wang, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong, Hao Wang
2024 J jnl
Labor Migration Modeling through Large-scale Job Query Data.
CoRR
Zhuoning Guo, Le Zhang, Hengshu Zhu, Weijia Zhang, Hui Xiong, Hao Liu
2024 J jnl
Language Model Preference Evaluation with Multiple Weak Evaluators.
CoRR
Zhengyu Hu, Jieyu Zhang, Zhihan Xiong, Alexander Ratner, Hui Xiong, Ranjay Krishna
2024 J jnl
MAD: Multi-Alignment MEG-to-Text Decoding.
CoRR
Yiqian Yang, Hyejeong Jo, Yiqun Duan, Qiang Zhang, Jinni Zhou, Won Hee Lee, Renjing Xu, Hui Xiong
2024 J jnl
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results.
CoRR
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
2024 — conf
MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results.
CVPR Workshops
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
2024 A* conf
MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment.
SIGIR
Zhi Zheng, Xiao Hu, Shanshan Gao, Hengshu Zhu, Hui Xiong
2024 J jnl
Manifold Constraint Regularization for Remote Sensing Image Generation.
IEEE Trans. Geosci. Remote. Sens.
Xingzhe Su, Changwen Zheng, Wenwen Qiang, Fengge Wu, Junsuo Zhao, Fuchun Sun, Hui Xiong
2024 J jnl
Mask-ControlNet: Higher-Quality Image Generation with An Additional Mask Prompt.
CoRR
Zhiqi Huang, Hui Xiong, Haoyu Wang, Longguang Wang, Zhiheng Li
2024 — conf
Mask-ControlNet: Higher-Quality Image Generation with an Additional Mask Prompt.
ICPR (6)
Zhiqi Huang, Hui Xiong, Haoyu Wang, Longguang Wang, Zhiheng Li
2024 J jnl
Meta-Transfer Learning Empowered Temporal Graph Networks for Cross-City Real Estate Appraisal.
CoRR
Weijia Zhang, Jindong Han, Hao Liu, Wei Fan, Hao Wang, Hui Xiong
2024 J jnl
Mining technology trends in scientific publications: a graph propagated neural topic modeling approach.
Knowl. Inf. Syst.
Chenguang Du, Kaichun Yao, Hengshu Zhu, Deqing Wang, Fuzhen Zhuang, Hui Xiong
2024 J jnl
Multi-dimensional ability diagnosis for machine learning algorithms.
Sci. China Inf. Sci.
Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong
2024 J jnl
NeuGPT: Unified multi-modal Neural GPT.
CoRR
Yiqian Yang, Yiqun Duan, Hyejeong Jo, Qiang Zhang, Renjing Xu, Oiwi Parker Jones, Xuming Hu, Chin-Teng Lin, Hui Xiong
2024 J jnl
Neuromodulated Meta-Learning.
CoRR
Jingyao Wang, Huijie Guo, Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Hui Xiong, Gang Hua
2024 J jnl
On the Discriminability of Self-Supervised Representation Learning.
CoRR
Zeen Song, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
2024 J jnl
On the Generalization and Causal Explanation in Self-Supervised Learning.
CoRR
Wenwen Qiang, Zeen Song, Ziyin Gu, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong
2024 J jnl
Open-vocabulary Mobile Manipulation in Unseen Dynamic Environments with 3D Semantic Maps.
CoRR
Dicong Qiu, Wenzong Ma, Zhenfu Pan, Hui Xiong, Junwei Liang
2024 A* conf
Optimized Cost Per Click in Online Advertising: A Theoretical Analysis.
KDD
Kaichen Zhang, Zixuan Yuan, Hui Xiong
2024 J jnl
Optimized Cost Per Click in Online Advertising: A Theoretical Analysis.
CoRR
Kaichen Zhang, Zixuan Yuan, Hui Xiong
2024 A* conf
PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization.
KDD
Yuyang Ye, Lu-An Tang, Haoyu Wang, Runlong Yu, Wenchao Yu, Erhu He, Haifeng Chen, Hui Xiong
2024 J jnl
PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization.
CoRR
Yuyang Ye, Lu-An Tang, Haoyu Wang, Runlong Yu, Wenchao Yu, Erhu He, Haifeng Chen, Hui Xiong
2024 B conf
Parallel Task Scheduling in Autonomous Robotic Systems: An Event-Driven Multimodal Prediction Approach.
ICPP
Wen Gao, Zhiwen Yu, Hui Xiong, Bin Guo, Liang Wang, Yuan Yao
2024 A* conf
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting.
NeurIPS
Jinliang Deng, Feiyang Ye, Du Yin, Xuan Song, Ivor W. Tsang, Hui Xiong
2024 A* conf
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs.
NeurIPS
Liyi Chen, Panrong Tong, Zhongming Jin, Ying Sun, Jieping Ye, Hui Xiong
2024 J jnl
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs.
CoRR
Liyi Chen, Panrong Tong, Zhongming Jin, Ying Sun, Jieping Ye, Hui Xiong
2024 A* conf
Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting.
IJCAI
Xi Chen, Chuan Qin, Zhigaoyuan Wang, Yihang Cheng, Chao Wang, Hengshu Zhu, Hui Xiong
2024 J jnl
Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution.
IEEE Trans. Intell. Transp. Syst.
Heli Sun, Zunye Tang, Mengting Cao, Yu Wang, Zhou Yang, Haokun Xue, Ruirui Xue, Liang He, Hui Xiong
2024 J jnl
RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer.
IEEE Trans. Knowl. Data Eng.
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu, Hui Xiong
2024 A* conf
ReFound: Crafting a Foundation Model for Urban Region Understanding upon Language and Visual Foundations.
KDD
Congxi Xiao, Jingbo Zhou, Yixiong Xiao, Jizhou Huang, Hui Xiong
2024 J jnl
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities.
CoRR
Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong
2024 — conf
Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities.
EMNLP (Findings)
Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong
2024 A* conf
Resource-Aware Federated Self-Supervised Learning with Global Class Representations.
NeurIPS
Mingyi Li, Xiao Zhang, Qi Wang, Tengfei Liu, Ruofan Wu, Weiqiang Wang, Fuzhen Zhuang, Hui Xiong, Dongxiao Yu
2024 J jnl
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective.
CoRR
Jiangmeng Li, Zehua Zang, Qirui Ji, Chuxiong Sun, Wenwen Qiang, Junge Zhang, Changwen Zheng, Fuchun Sun, Hui Xiong
2024 J jnl
Rethinking LLM-based Preference Evaluation.
CoRR
Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Jingang Wang, Zhenyu Chen, Jieyu Zhao, Hui Xiong
2024 J jnl
Rethinking Robust Multivariate Time Series Anomaly Detection: A Hierarchical Spatio-Temporal Variational Perspective.
IEEE Trans. Knowl. Data Eng.
Xiao Zhang, Shuqing Xu, Huashan Chen, Zekai Chen, Fuzhen Zhuang, Hui Xiong, Dongxiao Yu
2024 J jnl
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis.
CoRR
Weiyu Guo, Ziyue Qiao, Ying Sun, Hui Xiong
2024 J jnl
Robust and Secure Federated Learning Against Hybrid Attacks: A Generic Architecture.
IEEE Trans. Inf. Forensics Secur.
Xiaohan Hao, Chao Lin, Wenhan Dong, Xinyi Huang, Hui Xiong
2024 A* conf
Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations.
ICDE
Rui Zha, Le Zhang, Shuangli Li, Jingbo Zhou, Tong Xu, Hui Xiong, Enhong Chen
2024 A* conf
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification.
AAAI
Zixuan Yuan, Hao Liu, Haoyi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong
2024 J jnl
SetRank: A Setwise Bayesian Approach for Collaborative Ranking in Recommender System.
ACM Trans. Inf. Syst.
Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Enhong Chen, Hui Xiong
2024 A* conf
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network.
NeurIPS
Weiyu Guo, Ying Sun, Yijie Xu, Ziyue Qiao, Yongkui Yang, Hui Xiong
2024 J jnl
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network.
CoRR
Weiyu Guo, Ying Sun, Yijie Xu, Ziyue Qiao, Yongkui Yang, Hui Xiong
2024 J jnl
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition.
CoRR
Jingyao Wang, Yuxuan Yang, Wenwen Qiang, Changwen Zheng, Hui Xiong
2024 A conf
Spatio-Temporal Sequence Modeling for Traffic Signal Control.
CIKM
Qian Sun, Le Zhang, Jingbo Zhou, Rui Zha, Yu Mei, Chujie Tian, Hui Xiong
2024 J jnl
Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding.
CoRR
Wei Wu, Chao Wang, Liyi Chen, Mingze Yin, Yiheng Zhu, Kun Fu, Jieping Ye, Hui Xiong, Zheng Wang
2024 — conf
Super-Node Generation for GNN-Based Recommender Systems: Enhancing Distant Node Integration via Graph Coarsening.
DASFAA (6)
Shasha Hu, Chao Wang, Chuan Qin, Hengshu Zhu, Hui Xiong
2024 J jnl
TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations.
CoRR
Mingze Gao, Jingyu Liu, Mingda Li, Jiangtao Xie, Qingbin Liu, Bo Zhao, Xi Chen, Hui Xiong
2024 A conf
Tabular Data-centric AI: Challenges, Techniques and Future Perspectives.
CIKM
Yanjie Fu, Dongjie Wang, Hui Xiong, Kunpeng Liu
2024 A* conf
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment.
NeurIPS
Liyi Chen, Ying Sun, Shengzhe Zhang, Yuyang Ye, Wei Wu, Hui Xiong
2024 J jnl
Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension.
CoRR
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
2024 A* conf
Temporal Graph Contrastive Learning for Sequential Recommendation.
AAAI
Shengzhe Zhang, Liyi Chen, Chao Wang, Shuangli Li, Hui Xiong
2024 A* conf
The 5th International Workshop on Talent and Management Computing (TMC'2024).
KDD
Hengshu Zhu, Yong Ge, Hui Xiong, Ee-Peng Lim
2024 J jnl
The Bigger the Better? Rethinking the Effective Model Scale in Long-term Time Series Forecasting.
CoRR
Jinliang Deng, Xuan Song, Ivor W. Tsang, Hui Xiong
2024 — conf
The Impact of Generative Artificial Intelligence on Market Equilibrium: Evidence from a Natural Experiment.
WINE
Kaichen Zhang, Zixuan Yuan, Hui Xiong
2024 J jnl
Token-Event-Role Structure-Based Multi-Channel Document-Level Event Extraction.
ACM Trans. Inf. Syst.
Qizhi Wan, Changxuan Wan, Keli Xiao, Hui Xiong, Dexi Liu, Xiping Liu, Rong Hu
2024 J jnl
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection.
CoRR
Wei Wu, Zhuoshi Pan, Chao Wang, Liyi Chen, Yunchu Bai, Kun Fu, Zheng Wang, Hui Xiong
2024 J jnl
Towards Constraint-aware Learning for Resource Allocation in NFV-enabled Networks.
CoRR
Tianfu Wang, Long Yang, Chao Wang, Chuan Qin, Liwei Deng, Li Shen, Hui Xiong
2024 A conf
Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach.
ICME
Feihu Jiang, Chuan Qin, Jingshuai Zhang, Kaichun Yao, Xi Chen, Dazhong Shen, Chen Zhu, Hengshu Zhu, Hui Xiong
2024 J jnl
Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach.
CoRR
Feihu Jiang, Chuan Qin, Jingshuai Zhang, Kaichun Yao, Xi Chen, Dazhong Shen, Chen Zhu, Hengshu Zhu, Hui Xiong
2024 J jnl
Towards Task Sampler Learning for Meta-Learning.
Int. J. Comput. Vis.
Jingyao Wang, Wenwen Qiang, Xingzhe Su, Changwen Zheng, Fuchun Sun, Hui Xiong
2024 J jnl
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models.
CoRR
Weijia Zhang, Jindong Han, Zhao Xu, Hang Ni, Hao Liu, Hui Xiong
2024 J jnl
Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective.
ACM Trans. Knowl. Discov. Data
Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu
2024 J jnl
TriMLP: A Foundational MLP-Like Architecture for Sequential Recommendation.
ACM Trans. Inf. Syst.
Yiheng Jiang, Yuanbo Xu, Yongjian Yang, Funing Yang, Pengyang Wang, Chaozhuo Li, Fuzhen Zhuang, Hui Xiong
2024 J jnl
Uncertainty Quantification on Graph Learning: A Survey.
CoRR
Chao Chen, Chenghua Guo, Rui Xu, Xiangwen Liao, Xi Zhang, Sihong Xie, Hui Xiong, Philip S. Yu
2024 — conf
UniINR: Event-Guided Unified Rolling Shutter Correction, Deblurring, and Interpolation.
ECCV (9)
Yunfan Lu, Guoqiang Liang, Yusheng Wang, Lin Wang, Hui Xiong
2024 A* conf
Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification.
SIGIR
Le Dai, Yu Yin, Enhong Chen, Hui Xiong
2024 J jnl
University Evaluation Through Graduate Employment Prediction: An Influence Based Graph Autoencoder Approach.
IEEE Trans. Knowl. Data Eng.
Yuyang Ye, Hengshu Zhu, Tianyi Cui, Runlong Yu, Le Zhang, Hui Xiong
2024 J jnl
Unleash The Power of Pre-Trained Language Models for Irregularly Sampled Time Series.
CoRR
Weijia Zhang, Chenlong Yin, Hao Liu, Hui Xiong
2024 A* conf
Unleashing the Power of Knowledge Graph for Recommendation via Invariant Learning.
WWW
Shuyao Wang, Yongduo Sui, Chao Wang, Hui Xiong
2024 A* conf
Urban Foundation Models: A Survey.
KDD
Weijia Zhang, Jindong Han, Zhao Xu, Hang Ni, Hao Liu, Hui Xiong
2023 J jnl
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics.
CoRR
Chuan Qin, Le Zhang, Rui Zha, Dazhong Shen, Qi Zhang, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong
2023 J jnl
A Comprehensive Survey on Graph Anomaly Detection With Deep Learning.
IEEE Trans. Knowl. Data Eng.
Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Chuan Zhou, Quan Z. Sheng, Hui Xiong, Leman Akoglu
2023 A* conf
A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection.
ICDE
Congxi Xiao, Jingbo Zhou, Jizhou Huang, Hengshu Zhu, Tong Xu, Dejing Dou, Hui Xiong
2023 J jnl
A Cost-Effective Sequential Route Recommender System for Taxi Drivers.
INFORMS J. Comput.
Junming Liu, Mingfei Teng, Weiwei Chen, Hui Xiong
2023 J jnl
A Survey of Reasoning with Foundation Models.
CoRR
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
2023 A* conf
A Survey on Knowledge Graph-Based Recommender Systems : Extended Abstract.
ICDE
Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He
2023 J jnl
A Survey on Large Language Models for Recommendation.
CoRR
Likang Wu, Zhi Zheng, Zhaopeng Qiu, Hao Wang, Hongchao Gu, Tingjia Shen, Chuan Qin, Chen Zhu, Hengshu Zhu, Qi Liu, Hui Xiong, Enhong Chen
2023 — conf
A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation.
EMNLP (Findings)
Xi Chen, Xinjiang Lu, Haoran Xin, Wenjun Peng, Haoyang Duan, Feihu Jiang, Jingbo Zhou, Hui Xiong
2023 J jnl
An Ensemble Learning Approach with Gradient Resampling for Class-Imbalance Problems.
INFORMS J. Comput.
Hongke Zhao, Chuang Zhao, Xi Zhang, Nanlin Liu, Hengshu Zhu, Qi Liu, Hui Xiong
2023 A* conf
Attribute Graph Neural Networks for Strict Cold Start Recommendation : Extended Abstract.
ICDE
Tieyun Qian, Yile Liang, Qing Li, Hui Xiong
2023 J jnl
Automated Feature Selection: A Reinforcement Learning Perspective.
IEEE Trans. Knowl. Data Eng.
Kunpeng Liu, Yanjie Fu, Le Wu, Xiaolin Li, Charu Aggarwal, Hui Xiong
2023 A* conf
Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification.
IJCAI
Zheng Gong, Guifeng Wang, Ying Sun, Qi Liu, Yuting Ning, Hui Xiong, Jingyu Peng
2023 C conf
Bring Me a Good One: Seeking High-potential Startups using Heterogeneous Venture Information Networks.
ICIS
Shengming Zhang, Hao Zhong, Yong Ge, Hui Xiong
2023 J jnl
Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective.
ACM Trans. Knowl. Discov. Data
Hao Liu, Qingyu Guo, Hengshu Zhu, Yanjie Fu, Fuzhen Zhuang, Xiaojuan Ma, Hui Xiong
2023 A* conf
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing.
ICCV
Lu Dai, Liqian Ma, Shenhan Qian, Hao Liu, Ziwei Liu, Hui Xiong
2023 J jnl
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing.
CoRR
Lu Dai, Liqian Ma, Shenhan Qian, Hao Liu, Ziwei Liu, Hui Xiong
2023 A* conf
Community-based Dynamic Graph Learning for Popularity Prediction.
KDD
Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong
2023 J jnl
CompoNeRF: Text-guided Multi-object Compositional NeRF with Editable 3D Scene Layout.
CoRR
Yiqi Lin, Haotian Bai, Sijia Li, Haonan Lu, Xiaodong Lin, Hui Xiong, Lin Wang
2023 J jnl
Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network.
IEEE Trans. Knowl. Data Eng.
Yang Yang, Jia-Qi Yang, Ran Bao, De-Chuan Zhan, Hengshu Zhu, Xiaoru Gao, Hui Xiong, Jian Yang
2023 J jnl
Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling.
IEEE Trans. Knowl. Data Eng.
Yang Yang, Da-Wei Zhou, De-Chuan Zhan, Hui Xiong, Yuan Jiang, Jian Yang
2023 — conf
Cross-modality Data Augmentation for End-to-End Sign Language Translation.
EMNLP (Findings)
Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Hui Xiong
2023 J jnl
Cross-modality Data Augmentation for End-to-End Sign Language Translation.
CoRR
Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Hui Xiong
2023 J jnl
DPR: An Algorithm Mitigate Bias Accumulation in Recommendation feedback loops.
CoRR
Hangtong Xu, Yuanbo Xu, Yongjian Yang, Fuzhen Zhuang, Hui Xiong
2023 J jnl
Diagnostic Sparse Connectivity Networks With Regularization Template.
IEEE Trans. Knowl. Data Eng.
Yue Qu, Chuanren Liu, Kai Zhang, Keli Xiao, Bo Jin, Hui Xiong
2023 J jnl
DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model.
CoRR
Siyang Li, Hui Xiong, Yize Chen
2023 — conf
Earnings Call Analysis Using a Sparse Attention Based Encoder and Multi-Source Counterfactual Augmentation.
ICAIF
Zixuan Yuan, Yada Zhu, Wei Zhang, Hui Xiong
2023 J jnl
Expanding the prediction capacity in long sequence time-series forecasting.
Artif. Intell.
Haoyi Zhou, Jianxin Li, Shanghang Zhang, Shuai Zhang, Mengyi Yan, Hui Xiong
2023 J jnl
Exploiting Connections among Personality, Job Position, and Work Behavior: Evidence from Joint Bayesian Learning.
ACM Trans. Manag. Inf. Syst.
Dazhong Shen, Hengshu Zhu, Keli Xiao, Xi Zhang, Hui Xiong
2023 J jnl
Exploring the tidal effect of urban business district with large-scale human mobility data.
Frontiers Comput. Sci.
Hongting Niu, Ying Sun, Hengshu Zhu, Cong Geng, Jiuchun Yang, Hui Xiong, Bo Lang
2023 J jnl
FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition.
IEEE Trans. Mob. Comput.
Hongzheng Yu, Zekai Chen, Xiao Zhang, Xu Chen, Fuzhen Zhuang, Hui Xiong, Xiuzhen Cheng
2023 J jnl
Generative Job Recommendations with Large Language Model.
CoRR
Zhi Zheng, Zhaopeng Qiu, Xiao Hu, Likang Wu, Hengshu Zhu, Hui Xiong
2023 A conf
Generative Learning Plan Recommendation for Employees: A Performance-aware Reinforcement Learning Approach.
RecSys
Zhi Zheng, Ying Sun, Xin Song, Hengshu Zhu, Hui Xiong
2023 J jnl
GeoDeformer: Geometric Deformable Transformer for Action Recognition.
CoRR
Jinhui Ye, Jiaming Zhou, Hui Xiong, Junwei Liang
2023 C conf
Graph Learning of Multifaceted Motivations for Online Engagement Prediction in Counter-party Social Networks.
ICIS
Manting Hu, Qingyuan Lin, Denghui Zhang, Angela Lu, Junming Liu, Hui Xiong
2023 J jnl
Graph-Grounded Goal Planning for Conversational Recommendation.
IEEE Trans. Knowl. Data Eng.
Zeming Liu, Ding Zhou, Hao Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu, Hui Xiong
2023 A* conf
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification.
KDD
Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai
2023 J jnl
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification.
CoRR
Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai
2023 J jnl
Heterogeneous Graph Representation Learning With Relation Awareness.
IEEE Trans. Knowl. Data Eng.
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2023 J jnl
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification.
IEEE Trans. Knowl. Data Eng.
Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou
2023 A* conf
Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections.
KDD
Qian Sun, Le Zhang, Huan Yu, Weijia Zhang, Yu Mei, Hui Xiong
2023 J jnl
Hierarchical Wi-Fi Trajectory Embedding for Indoor User Mobility Pattern Analysis.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Qi Zhang, Hengshu Zhu, Peng Wang, Enhong Chen, Hui Xiong
2023 J jnl
HmcNet: A General Approach for Hierarchical Multi-Label Classification.
IEEE Trans. Knowl. Data Eng.
Wei Huang, Enhong Chen, Qi Liu, Hui Xiong, Zhenya Huang, Shiwei Tong, Dan Zhang
2023 A* conf
HomoGCL: Rethinking Homophily in Graph Contrastive Learning.
KDD
Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai
2023 J jnl
HomoGCL: Rethinking Homophily in Graph Contrastive Learning.
CoRR
Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai
2023 J jnl
How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking.
CoRR
Zhengyu Hu, Jieyu Zhang, Yue Yu, Yuchen Zhuang, Hui Xiong
2023 — conf
Hybrid Heterogeneous Graph Neural Networks for Fund Performance Prediction.
KSEM (2)
Siyuan Hao, Le Dai, Le Zhang, Shengming Zhang, Chao Wang, Chuan Qin, Hui Xiong
2023 A* conf
Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications.
KDD
Min Zhou, Menglin Yang, Bo Xiong, Hui Xiong, Irwin King
2023 J jnl
Hyperbolic Temporal Network Embedding.
IEEE Trans. Knowl. Data Eng.
Menglin Yang, Min Zhou, Hui Xiong, Irwin King
2023 A* conf
Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning.
ACM Multimedia
He Zhang, Ying Sun, Weiyu Guo, Yafei Liu, Haonan Lu, Xiaodong Lin, Hui Xiong
2023 J jnl
Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning.
CoRR
He Zhang, Ying Sun, Weiyu Guo, Yafei Liu, Haonan Lu, Xiaodong Lin, Hui Xiong
2023 J jnl
Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop.
IEEE Trans. Knowl. Data Eng.
Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu
2023 J jnl
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network.
CoRR
Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Jingbo Zhou, Yu Mei, Hui Xiong
2023 J jnl
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.
Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong
2023 J jnl
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay.
CoRR
Yihuai Lan, Zhiqiang Hu, Lei Wang, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong, Hao Wang
2023 J jnl
Large Language Models are Not Stable Recommender Systems.
CoRR
Tianhui Ma, Yuan Cheng, Hengshu Zhu, Hui Xiong
2023 J jnl
Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity.
CoRR
Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong
2023 J jnl
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook.
CoRR
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
2023 J jnl
Large-Scale Assessment of Labour Market Dynamics in China during the COVID-19 Pandemic.
CoRR
Ying Sun, Hengshu Zhu, Hui Xiong
2023 J jnl
Learning Adaptive Embedding Considering Incremental Class.
IEEE Trans. Knowl. Data Eng.
Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Yuanchun Zhou, Hui Xiong, Jian Yang
2023 J jnl
MANE: Organizational Network Embedding With Multiplex Attentive Neural Networks.
IEEE Trans. Knowl. Data Eng.
Yuyang Ye, Zheng Dong, Hengshu Zhu, Tong Xu, Xin Song, Runlong Yu, Hui Xiong
2023 J jnl
Machine Learning for Urban Air Quality Analytics: A Survey.
CoRR
Jindong Han, Weijia Zhang, Hao Liu, Hui Xiong
2023 J jnl
Meta Attention-Generation Network for Cross-Granularity Few-Shot Learning.
Int. J. Comput. Vis.
Wenwen Qiang, Jiangmeng Li, Bing Su, Jianlong Fu, Hui Xiong, Ji-Rong Wen
2023 J jnl
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity.
IEEE Trans. Knowl. Data Eng.
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong
2023 J jnl
Modeling the Impact of Person-Organization Fit on Talent Management With Structure-Aware Attentive Neural Networks.
IEEE Trans. Knowl. Data Eng.
Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Xin Song, Qing He, Hui Xiong
2023 A* conf
MtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs.
ICDM
Nengjun Zhu, Jieyun Huang, Jian Cao, Xinjiang Lu, Hao Liu, Hui Xiong
2023 J jnl
Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics From Surface Electromyographic Signals.
IEEE Trans. Hum. Mach. Syst.
Weiyu Guo, Ning Jiang, Dario Farina, Jingyong Su, Zheng Wang, Chuang Lin, Hui Xiong
2023 J jnl
Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms.
CoRR
Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong
2023 J jnl
Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning.
IEEE Trans. Knowl. Data Eng.
Denghui Zhang, Yanchi Liu, Zixuan Yuan, Yanjie Fu, Haifeng Chen, Hui Xiong
2023 A* conf
Multi-Temporal Relationship Inference in Urban Areas.
KDD
Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong
2023 J jnl
Multi-Temporal Relationship Inference in Urban Areas.
CoRR
Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong
2023 J jnl
Multi-View Multi-Task Campaign Embedding for Cold-Start Conversion Rate Forecasting.
IEEE Trans. Big Data
Zijun Yao, Deguang Kong, Miao Lu, Xiao Bai, Jian Yang, Hui Xiong
2023 J jnl
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams.
IEEE Trans. Big Data
Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu
2023 J jnl
Platform-Oriented Event Time Allocation.
IEEE Trans. Knowl. Data Eng.
Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao
2023 J jnl
Polestar++: An Intelligent Routing Engine for National-Wide Public Transportation.
IEEE Trans. Knowl. Data Eng.
Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Hui Xiong
2023 J jnl
Preference or Intent? Double Disentangled Collaborative Filtering.
CoRR
Chao Wang, Hengshu Zhu, Dazhong Shen, Wei Wu, Hui Xiong
2023 A* conf
QTIAH-GNN: Quantity and Topology Imbalance-aware Heterogeneous Graph Neural Network for Bankruptcy Prediction.
KDD
Yucheng Liu, Zipeng Gao, Xiangyang Liu, Pengfei Luo, Yang Yang, Hui Xiong
2023 J jnl
RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station Recommendation.
IEEE Trans. Knowl. Data Eng.
Weijia Zhang, Hao Liu, Hui Xiong, Tong Xu, Fan Wang, Haoran Xin, Hua Wu
2023 A* conf
RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment.
KDD
Chuyu Fang, Chuan Qin, Qi Zhang, Kaichun Yao, Jingshuai Zhang, Hengshu Zhu, Fuzhen Zhuang, Hui Xiong
2023 J jnl
Reinforced Imitative Graph Learning for Mobile User Profiling.
IEEE Trans. Knowl. Data Eng.
Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes
2023 A* conf
ResuFormer: Semantic Structure Understanding for Resumes via Multi-Modal Pre-training.
ICDE
Kaichun Yao, Jingshuai Zhang, Chuan Qin, Xin Song, Peng Wang, Hengshu Zhu, Hui Xiong
2023 J jnl
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation.
IEEE Trans. Knowl. Data Eng.
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
2023 J jnl
Semantic and Structural View Fusion Modeling for Social Recommendation.
IEEE Trans. Knowl. Data Eng.
Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong
2023 A* conf
Semi-supervised Domain Adaptation in Graph Transfer Learning.
IJCAI
Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong
2023 J jnl
Semi-supervised Domain Adaptation in Graph Transfer Learning.
CoRR
Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong
2023 A* conf
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph.
SIGIR
Chenguang Du, Kaichun Yao, Hengshu Zhu, Deqing Wang, Fuzhen Zhuang, Hui Xiong
2023 J jnl
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph.
CoRR
Chenguang Du, Kaichun Yao, Hengshu Zhu, Deqing Wang, Fuzhen Zhuang, Hui Xiong
2023 A* conf
Spatial Heterophily Aware Graph Neural Networks.
KDD
Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong
2023 J jnl
Spatial Heterophily Aware Graph Neural Networks.
CoRR
Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong
2023 J jnl
Survey on Trustworthy Graph Neural Networks: From A Causal Perspective.
CoRR
Wenzhao Jiang, Hao Liu, Hui Xiong
2023 A* conf
The 4th International Workshop on Talent and Management Computing (TMC'2023).
KDD
Hengshu Zhu, Hui Xiong, Yong Ge, Ee-Peng Lim
2023 J jnl
The Impact of Generative Artificial Intelligence.
CoRR
Kaichen Zhang, Ohchan Kwon, Hui Xiong
2023 A* conf
Theoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity.
KDD
Yangyang Wang, Xiao Zhang, Mingyi Li, Tian Lan, Huashan Chen, Hui Xiong, Xiuzhen Cheng, Dongxiao Yu
2023 J jnl
Time-Aware Context-Gated Graph Attention Network for Clinical Risk Prediction.
IEEE Trans. Knowl. Data Eng.
Yuyang Xu, Haochao Ying, Siyi Qian, Fuzhen Zhuang, Xiao Zhang, Deqing Wang, Jian Wu, Hui Xiong
2023 J jnl
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction.
CoRR
Qizhi Wan, Changxuan Wan, Keli Xiao, Hui Xiong, Dexi Liu, Xiping Liu
2023 J jnl
Topic-sensitive expert finding based solely on heterogeneous academic networks.
Expert Syst. Appl.
Xiaonan Gao, Sen Wu, Dawen Xia, Hui Xiong
2023 J jnl
Towards Automatic Job Description Generation With Capability-Aware Neural Networks.
IEEE Trans. Knowl. Data Eng.
Chuan Qin, Kaichun Yao, Hengshu Zhu, Tong Xu, Dazhong Shen, Enhong Chen, Hui Xiong
2023 J jnl
Towards Faithful Neural Network Intrinsic Interpretation with Shapley Additive Self-Attribution.
CoRR
Ying Sun, Hengshu Zhu, Hui Xiong
2023 J jnl
Towards Graph-Aware Diffusion Modeling for Collaborative Filtering.
CoRR
Yunqin Zhu, Chao Wang, Hui Xiong
2023 J jnl
Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback.
CoRR
Yiqi Lin, Hao Wu, Ruichen Wang, Haonan Lu, Xiaodong Lin, Hui Xiong, Lin Wang
2023 J jnl
Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Chao Li, Hui Xiong, Qing He, Yongjun Xu
2023 J jnl
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach.
CoRR
Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong
2023 J jnl
Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective.
CoRR
Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu
2023 A* conf
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction.
NeurIPS
Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong
2023 J jnl
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction.
CoRR
Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong
2023 J jnl
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training.
VLDB J.
Hao Liu, Jindong Han, Yanjie Fu, Yanyan Li, Kai Chen, Hui Xiong
2023 J jnl
What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction.
ACM Trans. Intell. Syst. Technol.
Heli Sun, Chen Cao, Xuguang Chu, Tingting Hu, Junzhi Lu, Liang He, Zhi Wang, Hui He, Hui Xiong
2023 J jnl
What is Market Talking About? Market-Oriented Prospect Analysis for Entrepreneur Fundraising.
IEEE Trans. Knowl. Data Eng.
Hongke Zhao, Yihang Cheng, Xi Zhang, Hengshu Zhu, Qi Liu, Hui Xiong, Wei Zhang
2023 A* conf
iETA: A Robust and Scalable Incremental Learning Framework for Time-of-Arrival Estimation.
KDD
Jindong Han, Hao Liu, Shui Liu, Xi Chen, Naiqiang Tan, Hua Chai, Hui Xiong
2022 J jnl
$\mathsf{NCF}$NCF: A Neural Context Fusion Approach to Raw Mobility Annotation.
IEEE Trans. Mob. Comput.
Renjun Hu, Jingbo Zhou, Xinjiang Lu, Hengshu Zhu, Shuai Ma, Hui Xiong
2022 J jnl
A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection.
CoRR
Congxi Xiao, Jingbo Zhou, Jizhou Huang, Hengshu Zhu, Tong Xu, Dejing Dou, Hui Xiong
2022 J jnl
A Survey on Knowledge Graph-Based Recommender Systems.
IEEE Trans. Knowl. Data Eng.
Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He
2022 J jnl
Adaptive Model Scheduling for Resource-efficient Data Labeling.
ACM Trans. Knowl. Discov. Data
Mu Yuan, Lan Zhang, Xiang-Yang Li, Lin-Zhuo Yang, Hui Xiong
2022 J jnl
Attribute Graph Neural Networks for Strict Cold Start Recommendation.
IEEE Trans. Knowl. Data Eng.
Tieyun Qian, Yile Liang, Qing Li, Hui Xiong
2022 A* conf
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences.
NeurIPS
Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou
2022 A* conf
CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users.
SIGIR
Haoran Xin, Xinjiang Lu, Nengjun Zhu, Tong Xu, Dejing Dou, Hui Xiong
2022 A* conf
CAT: Beyond Efficient Transformer for Content-Aware Anomaly Detection in Event Sequences.
KDD
Shengming Zhang, Yanchi Liu, Xuchao Zhang, Wei Cheng, Haifeng Chen, Hui Xiong
2022 A* conf
CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱.
WWW
Zhi Zheng, Zhaopeng Qiu, Tong Xu, Xian Wu, Xiangyu Zhao, Enhong Chen, Hui Xiong
2022 J jnl
Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach.
IEEE Trans. Knowl. Data Eng.
Jingbo Zhou, Tao Huang, Shuangli Li, Renjun Hu, Yanchi Liu, Yanjie Fu, Hui Xiong
2022 J jnl
Complex Attributed Network Embedding for medical complication prediction.
Knowl. Inf. Syst.
Zhe Zhang, Hui Xiong, Tong Xu, Chuan Qin, Le Zhang, Enhong Chen
2022 A* conf
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.
KDD
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022 J jnl
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.
CoRR
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022 J jnl
Correction to: An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications.
Scientometrics
Xi Zhang, Xianhai Wang, Hongke Zhao, Patricia Ordóñez de Pablos, Yongqiang Sun, Hui Xiong
2022 — conf
Customized Conversational Recommender Systems.
ECML/PKDD (2)
Shuokai Li, Yongchun Zhu, Ruobing Xie, Zhenwei Tang, Zhao Zhang, Fuzhen Zhuang, Qing He, Hui Xiong
2022 J jnl
Customized Conversational Recommender Systems.
CoRR
Shuokai Li, Yongchun Zhu, Ruobing Xie, Zhenwei Tang, Zhao Zhang, Fuzhen Zhuang, Qing He, Hui Xiong
2022 A* conf
DDR: Dialogue Based Doctor Recommendation for Online Medical Service.
KDD
Zhi Zheng, Zhaopeng Qiu, Hui Xiong, Xian Wu, Tong Xu, Enhong Chen, Xiangyu Zhao
2022 A* conf
Decomposing Complementary and Substitutable Relations for Intercorporate Investment Recommendation.
ICDM
Le Dai, Yu Yin, Chuan Qin, Enhong Chen, Hui Xiong
2022 J jnl
Detect Professional Malicious User With Metric Learning in Recommender Systems.
IEEE Trans. Knowl. Data Eng.
Yuanbo Xu, Yongjian Yang, En Wang, Fuzhen Zhuang, Hui Xiong
2022 J jnl
Detect Professional Malicious User with Metric Learning in Recommender Systems.
CoRR
Yuanbo Xu, Yongjian Yang, En Wang, Fuzhen Zhuang, Hui Xiong
2022 J jnl
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems.
IEEE Trans. Knowl. Data Eng.
Jingjing Gu, Qiang Zhou, Jingyuan Yang, Yanchi Liu, Fuzhen Zhuang, Yanchao Zhao, Hui Xiong
2022 J jnl
Exploring the Risky Travel Area and Behavior of Car-hailing Service.
ACM Trans. Intell. Syst. Technol.
Hongting Niu, Hengshu Zhu, Ying Sun, Xinjiang Lu, Jing Sun, Zhiyuan Zhao, Hui Xiong, Bo Lang
2022 A* conf
Feature and Instance Joint Selection: A Reinforcement Learning Perspective.
IJCAI
Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
2022 J jnl
Feature and Instance Joint Selection: A Reinforcement Learning Perspective.
CoRR
Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
2022 J jnl
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process-Based Latent Factor Model.
INFORMS J. Comput.
Qingxin Meng, Keli Xiao, Dazhong Shen, Hengshu Zhu, Hui Xiong
2022 J jnl
From Human-AI Confrontation to Human-AI Symbiosis in Society 5.0: Transformation Challenges and Mechanisms.
IT Prof.
Xi Zhang, Xin Wei, Carol X. J. Ou, Emiel Caron, Hengshu Zhu, Hui Xiong
2022 A* conf
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction.
AAAI
Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong
2022 J jnl
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification.
CoRR
Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou
2022 J jnl
Hyperbolic Graph Neural Networks: A Review of Methods and Applications.
CoRR
Menglin Yang, Min Zhou, Zhihao Li, Jiahong Liu, Lujia Pan, Hui Xiong, Irwin King
2022 J jnl
Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation.
IEEE Trans. Knowl. Data Eng.
Hao Liu, Yongxin Tong, Jindong Han, Panpan Zhang, Xinjiang Lu, Hui Xiong
2022 A* conf
Interventional Contrastive Learning with Meta Semantic Regularizer.
ICML
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
2022 J jnl
Interventional Contrastive Learning with Meta Semantic Regularizer.
CoRR
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
2022 J jnl
Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design.
INFORMS J. Comput.
Junming Liu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Can Chen
2022 J jnl
Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment.
ACM Trans. Inf. Syst.
Dazhong Shen, Chuan Qin, Hengshu Zhu, Tong Xu, Enhong Chen, Hui Xiong
2022 A* conf
Knowledge Enhanced Person-Job Fit for Talent Recruitment.
ICDE
Kaichun Yao, Jingshuai Zhang, Chuan Qin, Peng Wang, Hengshu Zhu, Hui Xiong
2022 J jnl
Learning a Hierarchical Intent Model for Next-Item Recommendation.
ACM Trans. Inf. Syst.
Nengjun Zhu, Jian Cao, Xinjiang Lu, Hui Xiong
2022 A* conf
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.
KDD
Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022 J jnl
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.
CoRR
Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022 A* conf
Learning to Walk with Dual Agents for Knowledge Graph Reasoning.
AAAI
Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong
2022 A* conf
MetAug: Contrastive Learning via Meta Feature Augmentation.
ICML
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
2022 J jnl
MetAug: Contrastive Learning via Meta Feature Augmentation.
CoRR
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
2022 A* conf
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning.
NeurIPS
Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong
2022 J jnl
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning.
CoRR
Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong
2022 J jnl
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity.
CoRR
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong
2022 A* conf
Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing.
KDD
Weijia Zhang, Hao Liu, Jindong Han, Yong Ge, Hui Xiong
2022 A* conf
Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation.
ICDM
Jingci Ming, Le Zhang, Wei Fan, Weijia Zhang, Yu Mei, Weicen Ling, Hui Xiong
2022 J jnl
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams.
CoRR
Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu
2022 J jnl
Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach.
ACM Trans. Inf. Syst.
Chao Wang, Hengshu Zhu, Peng Wang, Chen Zhu, Xi Zhang, Enhong Chen, Hui Xiong
2022 A* conf
Platform-Oriented Event Time Allocation(Extended Abstract).
ICDE
Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao
2022 J jnl
Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network.
ACM Trans. Knowl. Discov. Data
Nengjun Zhu, Jian Cao, Xinjiang Lu, Chuanren Liu, Hao Liu, Yanyan Li, Xiangfeng Luo, Hui Xiong
2022 J jnl
Reinforced Imitative Graph Learning for Mobile User Profiling.
CoRR
Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes
2022 J jnl
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation.
CoRR
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
2022 J jnl
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification.
ACM Trans. Knowl. Discov. Data
Yang Yang, Hongchen Wei, Zhen-Qiang Sun, Guangyu Li, Yuanchun Zhou, Hui Xiong, Jian Yang
2022 J jnl
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control.
IEEE Trans. Mob. Comput.
Yanan Wang, Tong Xu, Xin Niu, Chang Tan, Enhong Chen, Hui Xiong
2022 J jnl
Self-Optimizing Feature Transformation.
CoRR
Meng Xiao, Dongjie Wang, Yanjie Fu, Kunpeng Liu, Min Wu, Hui Xiong, Yuanchun Zhou
2022 J jnl
Semi-Supervised City-Wide Parking Availability Prediction via Hierarchical Recurrent Graph Neural Network.
IEEE Trans. Knowl. Data Eng.
Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Tong Xu, Hui Xiong
2022 A* conf
Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning.
KDD
Zhuoning Guo, Hao Liu, Le Zhang, Qi Zhang, Hengshu Zhu, Hui Xiong
2022 A* conf
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach.
EMNLP
Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong
2022 C conf
Visual Communication and Fashion Popularity Contagion in Social Networks.
ICIS
Xiang Li, Yunhui Wang, Junming Liu, Hui Xiong
2022 J jnl
Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond.
ACM Trans. Knowl. Discov. Data
Hao Liu, Qingyu Guo, Hengshu Zhu, Fuzhen Zhuang, Shenwen Yang, Dejing Dou, Hui Xiong
2021 J jnl
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning.
CoRR
Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Quan Z. Sheng, Hui Xiong
2021 J jnl
A Comprehensive Survey on Transfer Learning.
Proc. IEEE
Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He
2021 B conf
A Trend-aware Investment Target Recommendation System with Heterogeneous Graph.
IJCNN
Miao Chen, Chao Wang, Chuan Qin, Tong Xu, Jianhui Ma, Enhong Chen, Hui Xiong
2021 J jnl
Adversarial Neural Trip Recommendation.
CoRR
Linlang Jiang, Jingbo Zhou, Tong Xu, Yanyan Li, Hao Chen, Jizhou Huang, Hui Xiong
2021 A conf
An Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment.
CIKM
Kaichun Yao, Chuan Qin, Hengshu Zhu, Chao Ma, Jingshuai Zhang, Yi Du, Hui Xiong
2021 A* conf
Attentive Heterogeneous Graph Embedding for Job Mobility Prediction.
KDD
Le Zhang, Ding Zhou, Hengshu Zhu, Tong Xu, Rui Zha, Enhong Chen, Hui Xiong
2021 J jnl
Automatic Treatment Regimen Design.
IEEE Trans. Knowl. Data Eng.
Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie
2021 J jnl
Butterfly-Core Community Search over Labeled Graphs.
CoRR
Zheng Dong, Xin Huang, Guorui Yuan, Hengshu Zhu, Hui Xiong
2021 J jnl
Butterfly-Core Community Search over Labeled Graphs.
Proc. VLDB Endow.
Zheng Dong, Xin Huang, Guorui Yuan, Hengshu Zhu, Hui Xiong
2021 A* conf
Community-Aware Multi-Task Transportation Demand Prediction.
AAAI
Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong
2021 J jnl
CoordiQ : Coordinated Q-learning for Electric Vehicle Charging Recommendation.
CoRR
Carter Blum, Hao Liu, Hui Xiong
2021 A* conf
Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning.
WWW
Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Qing He, Hui Xiong
2021 A* conf
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.
AAAI
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2021 J jnl
Deep Subdomain Adaptation Network for Image Classification.
CoRR
Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He
2021 J jnl
Deep Subdomain Adaptation Network for Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He
2021 J jnl
Deep multi-task learning with relational attention for business success prediction.
Pattern Recognit.
Jiejie Zhao, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong
2021 A* conf
Description Generation for Points of Interest.
ICDE
Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong
2021 A conf
Detecting Highlighted Video Clips Through Emotion-Enhanced Audio-Visual Cues.
ICME
Linkang Hu, Weidong He, Le Zhang, Tong Xu, Hui Xiong, Enhong Chen
2021 A* conf
Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation.
NeurIPS
Ying Sun, Hengshu Zhu, Chuan Qin, Fuzhen Zhuang, Qing He, Hui Xiong
2021 A* conf
Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment.
KDD
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen
2021 J jnl
Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment.
CoRR
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen
2021 A* conf
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.
KDD
Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong
2021 J jnl
EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction.
IEEE Trans. Knowl. Data Eng.
Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Hui Xiong, Yu Su, Guoping Hu
2021 C conf
Effectiveness of AI in Strategic Decision Making: An Empirical Study on Identifying High-Potential Talents.
ICIS
Yihang Cheng, Xinlin Tang, Xi Zhang, Hui Xiong
2021 J jnl
Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning.
CoRR
Yang Yang, Hongchen Wei, Hengshu Zhu, Dianhai Yu, Hui Xiong, Jian Yang
2021 J jnl
Exploiting Network Fusion for Organizational Turnover Prediction.
ACM Trans. Manag. Inf. Syst.
Mingfei Teng, Hengshu Zhu, Chuanren Liu, Hui Xiong
2021 J jnl
Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results.
ACM Trans. Inf. Syst.
Qi Zhang, Hengshu Zhu, Qi Liu, Enhong Chen, Hui Xiong
2021 A* conf
Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance.
ICDM
Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu
2021 J jnl
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction.
CoRR
Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong
2021 J jnl
Heterogeneous Graph Representation Learning with Relation Awareness.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021 J jnl
Hierarchical diagnosis of bearing faults using branch convolutional neural network considering noise interference and variable working conditions.
Knowl. Based Syst.
Kaige Su, Jianhua Liu, Hui Xiong
2021 A* conf
Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching.
WWW
Zixuan Yuan, Hao Liu, Junming Liu, Yanchi Liu, Yang Yang, Renjun Hu, Hui Xiong
2021 A* conf
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.
AAAI
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
2021 A* conf
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning.
WWW
Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong
2021 J jnl
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning.
CoRR
Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong
2021 A* conf
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks.
AAAI
Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou
2021 — conf
Knowledge Powered Cooperative Semantic Fusion for Patent Classification.
CICAI
Zhe Zhang, Tong Xu, Le Zhang, Yichao Du, Hui Xiong, Enhong Chen
2021 J jnl
Knowledge graph embedding with shared latent semantic units.
Neural Networks
Zhao Zhang, Fuzhen Zhuang, Meng Qu, Zheng-Yu Niu, Hui Xiong, Qing He
2021 J jnl
Learning to Walk with Dual Agents for Knowledge Graph Reasoning.
CoRR
Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong
2021 A* conf
Medical Entity Relation Verification with Large-scale Machine Reading Comprehension.
KDD
Yuan Xia, Chunyu Wang, Zhenhui Shi, Jingbo Zhou, Chao Lu, Haifeng Huang, Hui Xiong
2021 A* conf
Modeling Context-aware Features for Cognitive Diagnosis in Student Learning.
KDD
Yuqiang Zhou, Qi Liu, Jinze Wu, Fei Wang, Zhenya Huang, Wei Tong, Hui Xiong, Enhong Chen, Jianhui Ma
2021 J jnl
Modelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identification.
CoRR
Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Jingjing Gu, Hui Xiong, Qing He
2021 A* conf
MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal.
KDD
Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu, Ji Liu, Dejing Dou, Hui Xiong
2021 J jnl
MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal.
CoRR
Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu, Ji Liu, Dejing Dou, Hui Xiong
2021 J jnl
Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis.
CoRR
Zixuan Yuan, Yada Zhu, Wei Zhang, Ziming Huang, Guangnan Ye, Hui Xiong
2021 A* conf
Out-of-Town Recommendation with Travel Intention Modeling.
AAAI
Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong
2021 J jnl
Out-of-Town Recommendation with Travel Intention Modeling.
CoRR
Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong
2021 J jnl
Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation.
IEEE Trans. Knowl. Data Eng.
Pengpeng Zhao, Chengfeng Xu, Yanchi Liu, Victor S. Sheng, Kai Zheng, Hui Xiong, Xiaofang Zhou
2021 J jnl
Product Quantized Collaborative Filtering.
IEEE Trans. Knowl. Data Eng.
Defu Lian, Xing Xie, Enhong Chen, Hui Xiong
2021 A* conf
Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness.
IJCAI
Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong
2021 J jnl
Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness.
CoRR
Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong
2021 A* conf
Representation Learning on Knowledge Graphs for Node Importance Estimation.
KDD
Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021 A* conf
Scalable Heterogeneous Graph Neural Networks for Predicting High-potential Early-stage Startups.
KDD
Shengming Zhang, Hao Zhong, Zixuan Yuan, Hui Xiong
2021 A* conf
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling.
AAAI
Zixuan Yuan, Hao Liu, Renjun Hu, Denghui Zhang, Hui Xiong
2021 J jnl
Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities.
IEEE Trans. Knowl. Data Eng.
Yang Yang, De-Chuan Zhan, Yi-Feng Wu, Zhi-Bin Liu, Hui Xiong, Yuan Jiang
2021 J jnl
Spatial Object Recommendation with Hints: When Spatial Granularity Matters.
CoRR
Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong
2021 A* conf
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity.
KDD
Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong
2021 J jnl
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity.
CoRR
Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong
2021 A* conf
TMC 2021: 2021 International Workshop on Talent and Management Computing.
KDD
Hui Xiong, Hengshu Zhu, Tong Xu, Xi Zhang
2021 A* conf
Talent Demand Forecasting with Attentive Neural Sequential Model.
KDD
Qi Zhang, Hengshu Zhu, Ying Sun, Hao Liu, Fuzhen Zhuang, Hui Xiong
2021 A* conf
Topic Modeling Revisited: A Document Graph-based Neural Network Perspective.
NeurIPS
Dazhong Shen, Chuan Qin, Chao Wang, Zheng Dong, Hengshu Zhu, Hui Xiong
2021 J jnl
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning.
CoRR
Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Chao Li, Hui Xiong, Qing He, Yongjun Xu
2021 — conf
Transportation Recommendation with Fairness Consideration.
DASFAA (3)
Ding Zhou, Hao Liu, Tong Xu, Le Zhang, Rui Zha, Hui Xiong
2021 A* conf
Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep Collaborative Perspective.
WWW
Chao Wang, Hengshu Zhu, Qiming Hao, Keli Xiao, Hui Xiong
2020 J jnl
A Survey on Knowledge Graph-Based Recommender Systems.
CoRR
Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He
2020 J jnl
A semi-supervised attention model for identifying authentic sneakers.
Big Data Min. Anal.
Yang Yang, Nengjun Zhu, Yi-Feng Wu, Jian Cao, De-Chuan Zhan, Hui Xiong
2020 A* conf
An Adaptive Master-Slave Regularized Model for Unexpected Revenue Prediction Enhanced with Alternative Data.
ICDE
Jin Xu, Jingbo Zhou, Yongpo Jia, Jian Li, Hui Xiong
2020 J jnl
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization.
IEEE Trans. Knowl. Data Eng.
Zhou Yang, Heli Sun, Jianbin Huang, Zhongbin Sun, Hui Xiong, Shaojie Qiao, Ziyu Guan, Xiaolin Jia
2020 J jnl
An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment.
ACM Trans. Inf. Syst.
Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Chao Ma, Enhong Chen, Hui Xiong
2020 A* conf
Competitive Analysis for Points of Interest.
KDD
Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong
2020 A* conf
Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling.
ICDE
Mu Yuan, Lan Zhang, Xiang-Yang Li, Hui Xiong
2020 J jnl
Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling.
CoRR
Mu Yuan, Lan Zhang, Xiang-Yang Li, Hui Xiong
2020 J jnl
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.
CoRR
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2020 J jnl
Dancing with Trump in the Stock Market: A Deep Information Echoing Model.
ACM Trans. Intell. Syst. Technol.
Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong
2020 — conf
Developing Fairness Rules for Talent Intelligence Management System.
HICSS
Xi Zhang, Yuqing Zhao, Xinlin Tang, Hengshu Zhu, Hui Xiong
2020 J jnl
Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction.
CoRR
Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou
2020 A* conf
Dual Sequential Network for Temporal Sets Prediction.
SIGIR
Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce.
CoRR
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Zuohui Fu, Fuzhen Zhuang, Pengyang Wang, Haifeng Chen, Hui Xiong
2020 J jnl
Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models.
ACM Trans. Inf. Syst.
Hao Lin, Hengshu Zhu, Junjie Wu, Yuan Zuo, Chen Zhu, Hui Xiong
2020 A* conf
Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network.
KDD
Le Dai, Yu Yin, Chuan Qin, Tong Xu, Xiangnan He, Enhong Chen, Hui Xiong
2020 A* conf
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation.
WWW
Jian Liu, Pengpeng Zhao, Fuzhen Zhuang, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Xiaofang Zhou, Hui Xiong
2020 J jnl
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems.
CoRR
Jingjing Gu, Qiang Zhou, Jingyuan Yang, Yanchi Liu, Fuzhen Zhuang, Yanchao Zhao, Hui Xiong
2020 J jnl
Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation.
ACM Trans. Knowl. Discov. Data
Renjun Hu, Yanchi Liu, Yanyan Li, Jingbo Zhou, Shuai Ma, Hui Xiong
2020 J jnl
Exploring the Social Learning of Taxi Drivers in Latent Vehicle-to-Vehicle Networks.
IEEE Trans. Mob. Comput.
Tong Xu, Hengshu Zhu, Hui Xiong, Hao Zhong, Enhong Chen
2020 A* conf
Geodemographic Influence Maximization.
KDD
Kaichen Zhang, Jingbo Zhou, Donglai Tao, Panagiotis Karras, Qing Li, Hui Xiong
2020 J jnl
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2020 J jnl
Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach.
ACM Trans. Knowl. Discov. Data
Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo
2020 J jnl
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.
CoRR
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
2020 A* conf
Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning.
KDD
Jingbo Zhou, Zhenwei Tang, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong
2020 J jnl
Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning.
CoRR
Jingbo Zhou, Zhenwei Tang, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong
2020 J jnl
Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop.
CoRR
Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu
2020 J jnl
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.
CoRR
Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong
2020 J jnl
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks.
CoRR
Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou
2020 — conf
Joint Intent Detection and Entity Linking on Spatial Domain Queries.
EMNLP (Findings)
Lei Zhang, Runze Wang, Jingbo Zhou, Jingsong Yu, Zhenhua Ling, Hui Xiong
2020 A* conf
Large-Scale Talent Flow Embedding for Company Competitive Analysis.
WWW
Le Zhang, Tong Xu, Hengshu Zhu, Chuan Qin, Qingxin Meng, Hui Xiong, Enhong Chen
2020 J jnl
Learning Adaptive Embedding Considering Incremental Class.
CoRR
Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Hui Xiong, Jian Yang
2020 J jnl
Matching of social events and users: a two-way selection perspective.
World Wide Web
Zikai Yin, Tong Xu, Hengshu Zhu, Chen Zhu, Enhong Chen, Hui Xiong
2020 — conf
Message from the General Chairs of DSC 2020.
DSC
Qing Li, M. Tamer Özsu, Hui Xiong
2020 J jnl
Multi-Modal Transportation Recommendation with Unified Route Representation Learning.
Proc. VLDB Endow.
Hao Liu, Jindong Han, Yanjie Fu, Jingbo Zhou, Xinjiang Lu, Hui Xiong
2020 J jnl
Neural Serendipity Recommendation: Exploring the Balance between Accuracy and Novelty with Sparse Explicit Feedback.
ACM Trans. Knowl. Discov. Data
Yuanbo Xu, Yongjian Yang, En Wang, Jiayu Han, Fuzhen Zhuang, Zhiwen Yu, Hui Xiong
2020 A* conf
Personalized Employee Training Course Recommendation with Career Development Awareness.
WWW
Chao Wang, Hengshu Zhu, Chen Zhu, Xi Zhang, Enhong Chen, Hui Xiong
2020 A* conf
Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine.
KDD
Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong
2020 J jnl
Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine.
CoRR
Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong
2020 A* conf
Predicting Temporal Sets with Deep Neural Networks.
KDD
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
Predicting Temporal Sets with Deep Neural Networks.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 A* conf
Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion.
AAAI
Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Zhi-Ping Shi, Hui Xiong, Qing He
2020 J jnl
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification.
CoRR
Yang Yang, Zhen-Qiang Sun, Hui Xiong, Jian Yang
2020 A* conf
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction.
AAAI
Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong
2020 A conf
Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation.
WSDM
Nengjun Zhu, Jian Cao, Yanchi Liu, Yang Yang, Haochao Ying, Hui Xiong
2020 J jnl
Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining.
J. Comput. Sci. Technol.
Fuzhen Zhuang, Ying-Min Zhou, Haochao Ying, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He, Hui Xiong
2020 A* conf
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback.
AAAI
Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong
2020 J jnl
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback.
CoRR
Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong
2020 A* conf
Spatial Object Recommendation with Hints: When Spatial Granularity Matters.
SIGIR
Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong
2020 A* conf
Spatio-Temporal Dual Graph Attention Network for Query-POI Matching.
SIGIR
Zixuan Yuan, Hao Liu, Yanchi Liu, Denghui Zhang, Fei Yi, Nengjun Zhu, Hui Xiong
2020 A* conf
Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks.
ICDE
Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Hui Xiong
2020 A* conf
T
ICDM
Denghui Zhang, Yanchi Liu, Wei Cheng, Bo Zong, Jingchao Ni, Zhengzhang Chen, Haifeng Chen, Hui Xiong
2020 J jnl
T
CoRR
Denghui Zhang, Yanchi Liu, Wei Cheng, Bo Zong, Jingchao Ni, Zhengzhang Chen, Haifeng Chen, Hui Xiong
2020 A* conf
Why We Go Where We Go: Profiling User Decisions on Choosing POIs.
IJCAI
Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong
2020 J jnl
You Are How You Behave - Spatiotemporal Representation Learning for College Student Academic Achievement.
J. Comput. Sci. Technol.
Xiao-Lin Li, Li Ma, Xiang-Dong He, Hui Xiong
2019 A* conf
A Collaborative Learning Framework to Tag Refinement for Points of Interest.
KDD
Jingbo Zhou, Shan Gou, Renjun Hu, Dongxiang Zhang, Jin Xu, Airong Jiang, Ying Li, Hui Xiong
2019 J jnl
A Comprehensive Survey on Transfer Learning.
CoRR
Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He
2019 A* conf
A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction.
KDD
Qingxin Meng, Hengshu Zhu, Keli Xiao, Le Zhang, Hui Xiong
2019 A* conf
Adaptive Deep Models for Incremental Learning: Considering Capacity Scalability and Sustainability.
KDD
Yang Yang, Da-Wei Zhou, De-Chuan Zhan, Hui Xiong, Yuan Jiang
2019 A* conf
Adversarial Substructured Representation Learning for Mobile User Profiling.
KDD
Pengyang Wang, Yanjie Fu, Hui Xiong, Xiaolin Li
2019 A* conf
Aftershock Detection with Multi-scale Description Based Neural Network.
ICDM
Qi Zhang, Tong Xu, Hengshu Zhu, Lifu Zhang, Hui Xiong, Enhong Chen, Qi Liu
2019 A* conf
An Integrated Multimodal Attention-Based Approach for Bank Stress Test Prediction.
ICDM
Farid Razzak, Fei Yi, Yang Yang, Hui Xiong
2019 J jnl
An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications.
Scientometrics
Xi Zhang, Xianhai Wang, Hongke Zhao, Patricia Ordóñez de Pablos, Yongqiang Sun, Hui Xiong
2019 A* conf
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network.
KDD
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong
2019 A* conf
Comprehensive Semi-Supervised Multi-Modal Learning.
IJCAI
Yang Yang, Ke-Tao Wang, De-Chuan Zhan, Hui Xiong, Yuan Jiang
2019 J jnl
Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation.
CoRR
Jian Liu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Fuzhen Zhuang, Jiajie Xu, Xiaofang Zhou, Hui Xiong
2019 J jnl
Detecting Pickpocket Suspects from Large-Scale Public Transit Records.
IEEE Trans. Knowl. Data Eng.
Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong
2019 A* conf
DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview.
KDD
Chuan Qin, Hengshu Zhu, Chen Zhu, Tong Xu, Fuzhen Zhuang, Chao Ma, Jingshuai Zhang, Hui Xiong
2019 J jnl
Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling.
IEEE Trans. Knowl. Data Eng.
Huang Xu, Zhiwen Yu, Jingyuan Yang, Hui Xiong, Hengshu Zhu
2019 J jnl
EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction.
CoRR
Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Hui Xiong, Yu Su, Guoping Hu
2019 J jnl
Exploiting intra-day patterns for market shock prediction: A machine learning approach.
Expert Syst. Appl.
Jinwen Sun, Keli Xiao, Chuanren Liu, Wenjun Zhou, Hui Xiong
2019 A* conf
Exploiting the Contagious Effect for Employee Turnover Prediction.
AAAI
Mingfei Teng, Hengshu Zhu, Chuanren Liu, Chen Zhu, Hui Xiong
2019 J jnl
Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation.
IEEE Trans. Knowl. Data Eng.
Tong Xu, Hengshu Zhu, Hao Zhong, Guannan Liu, Hui Xiong, Enhong Chen
2019 — conf
Hierarchical Demand Forecasting for Factory Production of Perishable Goods.
IEEE BigData
Can Chen, Yijun Wang, Guoan Huang, Hui Xiong
2019 A* conf
Hydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System.
KDD
Hao Liu, Yongxin Tong, Panpan Zhang, Xinjiang Lu, Jianguo Duan, Hui Xiong
2019 A* conf
Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach.
ICDM
Yuyang Ye, Hengshu Zhu, Tong Xu, Fuzhen Zhuang, Runlong Yu, Hui Xiong
2019 A* conf
Inferring Mood Instability via Smartphone Sensing: A Multi-View Learning Approach.
ACM Multimedia
Xiao Zhang, Fuzhen Zhuang, Wenzhong Li, Haochao Ying, Hui Xiong, Sanglu Lu
2019 A conf
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.
CIKM
Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong
2019 A* conf
Joint Representation Learning for Multi-Modal Transportation Recommendation.
AAAI
Hao Liu, Ting Li, Renjun Hu, Yanjie Fu, Jingjing Gu, Hui Xiong
2019 J jnl
Knowledge triple mining via multi-task learning.
Inf. Syst.
Zhao Zhang, Fuzhen Zhuang, Xuebing Li, Zheng-Yu Niu, Jia He, Qing He, Hui Xiong
2019 A* conf
Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model?
WWW
Le Zhang, Hengshu Zhu, Tong Xu, Chen Zhu, Chuan Qin, Hui Xiong, Enhong Chen
2019 J jnl
Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest.
CoRR
Dazhong Shen, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong
2019 A* conf
Modelling of Bi-Directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-In Identification.
AAAI
Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Jingjing Gu, Hui Xiong, Qing He
2019 A* conf
Multiple Relational Attention Network for Multi-task Learning.
KDD
Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong
2019 J jnl
NeuO: Exploiting the sentimental bias between ratings and reviews with neural networks.
Neural Networks
Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Fuzhen Zhuang, Jingyuan Yang, Hui Xiong
2019 A* conf
Recurrent Convolutional Neural Network for Sequential Recommendation.
WWW
Chengfeng Xu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Victor S. Sheng, Zhiming Cui, Xiaofang Zhou, Hui Xiong
2019 J jnl
Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data.
IEEE Trans. Knowl. Data Eng.
Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Hengshu Zhu, Chunxiao Li, Hui Xiong
2019 J jnl
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Traffic Light Control.
CoRR
Yanan Wang, Tong Xu, Xin Niu, Chang Tan, Enhong Chen, Hui Xiong
2019 J jnl
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction.
CoRR
Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong
2019 J jnl
Slanderous user detection with modified recurrent neural networks in recommender system.
Inf. Sci.
Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Jingci Ming, Hui Xiong
2019 A* conf
The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach.
KDD
Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Xin Song, Qing He, Hui Xiong
2019 J jnl
Time-aware metric embedding with asymmetric projection for successive POI recommendation.
World Wide Web
Haochao Ying, Jian Wu, Guandong Xu, Yanchi Liu, Tingting Liang, Xiao Zhang, Hui Xiong
2019 J jnl
Transit Pattern Detection Using Tensor Factorization.
INFORMS J. Comput.
Bowen Du, Wenjun Zhou, Chuanren Liu, Yifeng Cui, Hui Xiong
2019 A* conf
Trend-Aware Tensor Factorization for Job Skill Demand Analysis.
IJCAI
Xunxian Wu, Tong Xu, Hengshu Zhu, Le Zhang, Enhong Chen, Hui Xiong
2019 J jnl
Unsupervised EEG feature extraction based on echo state network.
Inf. Sci.
Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong
2018 A* conf
A Joint Learning Approach to Intelligent Job Interview Assessment.
IJCAI
Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong
2018 J jnl
A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis.
ACM Trans. Intell. Syst. Technol.
Yanjie Fu, Junming Liu, Xiaolin Li, Hui Xiong
2018 J jnl
A Unified View of Social and Temporal Modeling for B2B Marketing Campaign Recommendation.
IEEE Trans. Knowl. Data Eng.
Jingyuan Yang, Chuanren Liu, Mingfei Teng, Ji Chen, Hui Xiong
2018 A* conf
An Integrated Model for Crime Prediction Using Temporal and Spatial Factors.
ICDM
Fei Yi, Zhiwen Yu, Fuzhen Zhuang, Xiao Zhang, Hui Xiong
2018 A conf
Dynamic Word Embeddings for Evolving Semantic Discovery.
WSDM
Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong
2018 A* conf
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach.
SIGIR
Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong
2018 J jnl
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach.
CoRR
Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong
2018 A* conf
Exploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction.
ICDM
Yanan Wang, Qi Liu, Chuan Qin, Tong Xu, Yijun Wang, Enhong Chen, Hui Xiong
2018 A* conf
Exploiting the Sentimental Bias between Ratings and Reviews for Enhancing Recommendation.
ICDM
Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Fuzhen Zhuang, Hui Xiong
2018 A* conf
Extracting Job Title Hierarchy from Career Trajectories: A Bayesian Perspective.
IJCAI
Huang Xu, Zhiwen Yu, Bin Guo, Mingfei Teng, Hui Xiong
2018 A* conf
Intelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach.
ICDM
Qingxin Meng, Hengshu Zhu, Keli Xiao, Hui Xiong
2018 — conf
Intent-Aware Audience Targeting for Ride-Hailing Service.
ECML/PKDD (3)
Yuan Xia, Jingbo Zhou, Jingjia Cao, Yanyan Li, Fei Gao, Kun Liu, Haishan Wu, Hui Xiong
2018 A* conf
Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning.
IJCAI
Xiao Zhang, Wenzhong Li, Vu Nguyen, Fuzhen Zhuang, Hui Xiong, Sanglu Lu
2018 A* conf
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach.
AAAI
Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong
2018 — ch.
Mining Blackhole and Volcano Patterns for Fraud Detection.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Zhongmou Li, Hui Xiong
2018 J jnl
Paradoxical Correlation Pattern Mining.
IEEE Trans. Knowl. Data Eng.
Wenjun Zhou, Hui Xiong, Lian Duan, Keli Xiao, Robert W. Mee
2018 J jnl
Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning.
CoRR
Chen Zhu, Hengshu Zhu, Hui Xiong, Chao Ma, Fang Xie, Pengliang Ding, Pan Li
2018 J jnl
Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning.
ACM Trans. Manag. Inf. Syst.
Chen Zhu, Hengshu Zhu, Hui Xiong, Chao Ma, Fang Xie, Pengliang Ding, Pan Li
2018 J jnl
Personalized Air Travel Prediction: A Multi-factor Perspective.
ACM Trans. Intell. Syst. Technol.
Jie Liu, Bin Liu, Yanchi Liu, Huipeng Chen, Lina Feng, Hui Xiong, Yalou Huang
2018 J jnl
Price Shock Detection With an Influence-Based Model of Social Attention.
ACM Trans. Manag. Inf. Syst.
Keli Xiao, Qi Liu, Chuanren Liu, Hui Xiong
2018 A* conf
Representing Urban Functions through Zone Embedding with Human Mobility Patterns.
IJCAI
Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu, Hui Xiong
2018 A* conf
Sequential Recommender System based on Hierarchical Attention Networks.
IJCAI
Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing Xie, Hui Xiong, Jian Wu
2018 J jnl
SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations.
ACM Trans. Intell. Syst. Technol.
Bowen Du, Yifeng Cui, Yanjie Fu, Runxing Zhong, Hui Xiong
2018 J jnl
Which startup to invest in: a personalized portfolio strategy.
Ann. Oper. Res.
Hao Zhong, Chuanren Liu, Junwei Zhong, Hui Xiong
2017 A* conf
A Data-driven Process Recommender Framework.
KDD
Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic
2017 A* conf
A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users.
KDD
Hao Wang, Yanmei Fu, Qinyong Wang, Hongzhi Yin, Changying Du, Hui Xiong
2017 J jnl
A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users.
CoRR
Hao Wang, Yanmei Fu, Qinyong Wang, Hongzhi Yin, Changying Du, Hui Xiong
2017 J jnl
A Proactive Workflow Model for Healthcare Operation and Management.
IEEE Trans. Knowl. Data Eng.
Chuanren Liu, Hui Xiong, Spiros Papadimitriou, Yong Ge, Keli Xiao
2017 J jnl
A Unified Framework for Metric Transfer Learning.
IEEE Trans. Knowl. Data Eng.
Yonghui Xu, Sinno Jialin Pan, Hui Xiong, Qingyao Wu, Ronghua Luo, Huaqing Min, Hengjie Song
2017 A* conf
An Automatic Approach for Transit Advertising in Public Transportation Systems.
ICDM
Chen Zhang, Hao Wang, Hui Xiong
2017 J jnl
An Influence Propagation View of PageRank.
ACM Trans. Knowl. Discov. Data
Qi Liu, Biao Xiang, Nicholas Jing Yuan, Enhong Chen, Hui Xiong, Yi Zheng, Yu Yang
2017 A* conf
Collaborative Company Profiling: Insights from an Employee's Perspective.
AAAI
Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong
2017 J jnl
Collaborative Company Profiling: Insights from an Employee's Perspective.
CoRR
Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong
2017 J jnl
Discerning individual interests and shared interests for social user profiling.
World Wide Web
Enhong Chen, Guangxiang Zeng, Ping Luo, Hengshu Zhu, Jilei Tian, Hui Xiong
2017 J jnl
Discovery of Evolving Semantics through Dynamic Word Embedding Learning.
CoRR
Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong
2017 C conf
Discovery of Jump Breaks in Joint Volatility for Volume and Price of High-Frequency Trading Data in China.
KSEM
Xiao-Wei Ai, Tianming Hu, Gong-Ping Bi, Cheng-Feng Lei, Hui Xiong
2017 A* conf
Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.
KDD
Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong
2017 J jnl
Efficient karaoke song recommendation via multiple kernel learning approximation.
Neurocomputing
Chu Guan, Yanjie Fu, Xinjiang Lu, Enhong Chen, Xiaolin Li, Hui Xiong
2017 — book
Encyclopedia of GIS.
Encyclopedia of GIS
Shashi Shekhar, Hui Xiong, Xun Zhou
2017 A* conf
Exploiting Hierarchical Structures for POI Recommendation.
ICDM
Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Ziting Zhou, Kai Zheng, Victor S. Sheng, Hui Xiong
2017 J jnl
Fast affinity propagation clustering based on incomplete similarity matrix.
Knowl. Inf. Syst.
Leilei Sun, Chonghui Guo, Chuanren Liu, Hui Xiong
2017 — conf
Forecasting the rise and fall of volatile point-of-interests.
IEEE BigData
Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo
2017 A* conf
Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion.
KDD
Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong
2017 J jnl
Intelligent bus routing with heterogeneous human mobility patterns.
Knowl. Inf. Syst.
Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
2017 A* conf
Learning to Recommend Accurate and Diverse Items.
WWW
Peizhe Cheng, Shuaiqiang Wang, Jun Ma, Jiankai Sun, Hui Xiong
2017 J jnl
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach.
CoRR
Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong
2017 J jnl
Modeling Buying Motives for Personalized Product Bundle Recommendation.
ACM Trans. Knowl. Discov. Data
Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen
2017 A* conf
Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation.
ACM Multimedia
Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Victor S. Sheng, Kai Zheng, Hui Xiong
2017 A* conf
Point-of-Interest Demand Modeling with Human Mobility Patterns.
KDD
Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong
2017 A* conf
Prospecting the Career Development of Talents: A Survival Analysis Perspective.
KDD
Huayu Li, Yong Ge, Hengshu Zhu, Hui Xiong, Hongke Zhao
2017 A* conf
REMIX: Automated Exploration for Interactive Outlier Detection.
KDD
Yanjie Fu, Charu C. Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, Hui Xiong
2017 J jnl
REMIX: Automated Exploration for Interactive Outlier Detection.
CoRR
Yanjie Fu, Charu C. Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, Hui Xiong
2017 A* conf
Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling.
KDD
Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye
2017 J jnl
Recruitment Market Trend Analysis with Sequential Latent Variable Models.
CoRR
Chen Zhu, Hengshu Zhu, Hui Xiong, Pengliang Ding, Fang Xie
2017 A* conf
Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks.
ICDM
Can Chen, Junming Liu, Qiao Li, Yijun Wang, Hui Xiong, Shanshan Wu
2016 — conf
Buyer targeting optimization: A unified customer segmentation perspective.
IEEE BigData
Jingyuan Yang, Chuanren Liu, Mingfei Teng, March Liao, Hui Xiong
2016 A* conf
Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records.
KDD
Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong
2016 Misc conf
Characterizing the life cycle of point of interests using human mobility patterns.
UbiComp
Xinjiang Lu, Zhiwen Yu, Leilei Sun, Chuanren Liu, Hui Xiong, Chu Guan
2016 A* conf
Data-driven Automatic Treatment Regimen Development and Recommendation.
KDD
Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie
2016 — ed.
Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part I
DASFAA (1)
Shamkant B. Navathe, Weili Wu, Shashi Shekhar, Xiaoyong Du, X. Sean Wang, Hui Xiong
2016 — ed.
Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part II
DASFAA (2)
Shamkant B. Navathe, Weili Wu, Shashi Shekhar, Xiaoyong Du, X. Sean Wang, Hui Xiong
2016 A* conf
Days on Market: Measuring Liquidity in Real Estate Markets.
KDD
Hengshu Zhu, Hui Xiong, Fangshuang Tang, Qi Liu, Yong Ge, Enhong Chen, Yanjie Fu
2016 A conf
Ensemble of Anchor Adapters for Transfer Learning.
CIKM
Fuzhen Zhuang, Ping Luo, Sinno Jialin Pan, Hui Xiong, Qing He
2016 J jnl
Fused latent models for assessing product return propensity in online commerce.
Decis. Support Syst.
Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen
2016 J jnl
Instance-based credit risk assessment for investment decisions in P2P lending.
Eur. J. Oper. Res.
Yanhong Guo, Wenjun Zhou, Chunyu Luo, Chuanren Liu, Hui Xiong
2016 J jnl
Modeling of Geographic Dependencies for Real Estate Ranking.
ACM Trans. Knowl. Discov. Data
Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou
2016 A* conf
Mutual Reinforcement of Academic Performance Prediction and Library Book Recommendation.
ICDM
Defu Lian, Yuyang Ye, Wenya Zhu, Qi Liu, Xing Xie, Hui Xiong
2016 A* conf
POI Recommendation: A Temporal Matching between POI Popularity and User Regularity.
ICDM
Zijun Yao, Yanjie Fu, Bin Liu, Yanchi Liu, Hui Xiong
2016 A* conf
Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization.
KDD
Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong
2016 A* conf
Recruitment Market Trend Analysis with Sequential Latent Variable Models.
KDD
Chen Zhu, Hengshu Zhu, Hui Xiong, Pengliang Ding, Fang Xie
2016 J jnl
Seeing the Forest from the Trees in Two Looks: Matrix Sketching by Cascaded Bilateral Sampling.
CoRR
Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye
2016 A* conf
Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective.
ICDM
Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong
2016 J jnl
Service Usage Classification with Encrypted Internet Traffic in Mobile Messaging Apps.
IEEE Trans. Mob. Comput.
Yanjie Fu, Hui Xiong, Xinjiang Lu, Jin Yang, Can Chen
2016 J jnl
SocoTraveler: Travel-package recommendations leveraging social influence of different relationship types.
Inf. Manag.
Jiangning He, Hongyan Liu, Hui Xiong
2016 A* conf
Sparse Bayesian Content-Aware Collaborative Filtering for Implicit Feedback.
IJCAI
Defu Lian, Yong Ge, Nicholas Jing Yuan, Xing Xie, Hui Xiong
2016 J jnl
Special Issue Editorial.
Data Sci. Eng.
X. Sean Wang, Xiaoyong Du, Hui Xiong
2016 J jnl
Structural Analysis of User Choices for Mobile App Recommendation.
CoRR
Bin Liu, Yao Wu, Neil Zhenqiang Gong, Junjie Wu, Hui Xiong, Martin Ester
2016 J jnl
Structural Analysis of User Choices for Mobile App Recommendation.
ACM Trans. Knowl. Discov. Data
Bin Liu, Yao Wu, Neil Zhenqiang Gong, Junjie Wu, Hui Xiong, Martin Ester
2016 A* conf
Talent Circle Detection in Job Transition Networks.
KDD
Huang Xu, Zhiwen Yu, Jingyuan Yang, Hui Xiong, Hengshu Zhu
2016 A* conf
Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective.
KDD
Tong Xu, Hengshu Zhu, Xiangyu Zhao, Qi Liu, Hao Zhong, Enhong Chen, Hui Xiong
2016 J jnl
Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization.
IEEE Trans. Knowl. Data Eng.
Chuanren Liu, Kai Zhang, Hui Xiong, Guofei Jiang, Qiang Yang
2016 A conf
The Impact of Community Safety on House Ranking.
SDM
Zijun Yao, Yanjie Fu, Bin Liu, Hui Xiong
2016 A* conf
To be or Not to be Friends: Exploiting Social Ties for Venture Investments.
ICDM
Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong
2016 A* conf
Topic Modeling of Short Texts: A Pseudo-Document View.
KDD
Yuan Zuo, Junjie Wu, Hui Zhang, Hao Lin, Fei Wang, Ke Xu, Hui Xiong
2016 J jnl
Tracking the evolution of social emotions with topic models.
Knowl. Inf. Syst.
Chen Zhu, Hengshu Zhu, Yong Ge, Enhong Chen, Qi Liu, Tong Xu, Hui Xiong
2016 A* conf
Unified Point-of-Interest Recommendation with Temporal Interval Assessment.
KDD
Yanchi Liu, Chuanren Liu, Bin Liu, Meng Qu, Hui Xiong
2016 A conf
Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model.
SDM
Chu Guan, Yanjie Fu, Xinjiang Lu, Hui Xiong, Enhong Chen, Yingling Liu
2015 A* ed.
2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015
ICDM
Charu C. Aggarwal, Zhi-Hua Zhou, Alexander Tuzhilin, Hui Xiong, Xindong Wu
2015 — conf
A Discovery System for Finding High-Value Homes.
ICDM Workshops
Yanjie Fu, Hui Xiong
2015 J jnl
A General Geographical Probabilistic Factor Model for Point of Interest Recommendation.
IEEE Trans. Knowl. Data Eng.
Bin Liu, Hui Xiong, Spiros Papadimitriou, Yanjie Fu, Zijun Yao
2015 J jnl
An Adaptive Framework Coping with Dynamic Target Speed for Device-Free Passive Localization.
IEEE Trans. Mob. Comput.
Xiuyuan Zheng, Jie Yang, Yingying Chen, Hui Xiong
2015 — ed.
Big Data Computing and Communications - First International Conference, BigCom 2015, Taiyuan, China, August 1-3, 2015, Proceedings, 1st Edition
BigCom
Yu Wang, Hui Xiong, Shlomo Argamon, Xiang-Yang Li, Jianzhong Li
2015 A conf
Convex Matrix Completion: A Trace-Ball Optimization Perspective.
SDM
Guangxiang Zeng, Ping Luo, Enhong Chen, Hui Xiong, Hengshu Zhu, Qi Liu
2015 J jnl
Discovering Urban Functional ZonesUsing Latent Activity Trajectories.
IEEE Trans. Knowl. Data Eng.
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Yingzi Wang, Kai Zheng, Hui Xiong
2015 A* conf
Discovery of College Students in Financial Hardship.
ICDM
Chu Guan, Xinjiang Lu, Xiaolin Li, Enhong Chen, Wenjun Zhou, Hui Xiong
2015 J jnl
Discovery of Ranking Fraud for Mobile Apps.
IEEE Trans. Knowl. Data Eng.
Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen
2015 A* conf
Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations.
ICDM
Jingyuan Yang, Chuanren Liu, Mingfei Teng, Hui Xiong, March Liao, Vivian Zhu
2015 A conf
Exploring the Impact of Dynamic Mutual Influence on Social Event Participation.
SDM
Tong Xu, Hao Zhong, Hengshu Zhu, Hui Xiong, Enhong Chen, Guannan Liu
2015 J jnl
K-Means-Based Consensus Clustering: A Unified View.
IEEE Trans. Knowl. Data Eng.
Junjie Wu, Hongfu Liu, Hui Xiong, Jie Cao, Jian Chen
2015 A* conf
Learning Career Mobility and Human Activity Patterns for Job Change Analysis.
ICDM
Huang Xu, Zhiwen Yu, Hui Xiong, Bin Guo, Hengshu Zhu
2015 J jnl
Locating targets through mention in Twitter.
World Wide Web
Liyang Tang, Zhiwei Ni, Hui Xiong, Hengshu Zhu
2015 A* conf
Mining Indecisiveness in Customer Behaviors.
ICDM
Qi Liu, Xianyu Zeng, Chuanren Liu, Hengshu Zhu, Enhong Chen, Hui Xiong, Xing Xie
2015 — conf
Modeling of Geographic Dependencies for Real Estate Ranking on Site Selection.
ICDM Workshops
Yanjie Fu, Hui Xiong
2015 A* conf
Multi-source Information Fusion for Personalized Restaurant Recommendation.
SIGIR
Jing Sun, Yun Xiong, Yangyong Zhu, Junming Liu, Chu Guan, Hui Xiong
2015 J jnl
Occupancy-Based Frequent Pattern Mining
ACM Trans. Knowl. Discov. Data
Lei Zhang, Ping Luo, Linpeng Tang, Enhong Chen, Qi Liu, Min Wang, Hui Xiong
2015 A conf
Personalized Mobile App Recommendation: Reconciling App Functionality and User Privacy Preference.
WSDM
Bin Liu, Deguang Kong, Lei Cen, Neil Zhenqiang Gong, Hongxia Jin, Hui Xiong
2015 J jnl
Popularity Modeling for Mobile Apps: A Sequential Approach.
IEEE Trans. Cybern.
Hengshu Zhu, Chuanren Liu, Yong Ge, Hui Xiong, Enhong Chen
2015 A* conf
Real Estate Ranking via Mixed Land-use Latent Models.
KDD
Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu
2015 — conf
Remix in 3D Printing: What your Sources say About You.
WWW (Companion Volume)
Spiros E. Papadimitriou, Evangelos E. Papalexakis, Bin Liu, Hui Xiong
2015 A* conf
Representation Learning via Semi-Supervised Autoencoder for Multi-task Learning.
ICDM
Fuzhen Zhuang, Dan Luo, Xin Jin, Hui Xiong, Ping Luo, Qing He
2015 A* conf
Station Site Optimization in Bike Sharing Systems.
ICDM
Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu
2015 A* conf
Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework.
KDD
Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong
2015 A* conf
The Impact of Patent Activities on Stock Dynamics in the High-Tech Sector.
ICDM
Constantine Alexander Vitt, Hui Xiong
2015 — conf
Understanding and modelling information dissemination patterns in vehicle-to-vehicle networks.
SIGSPATIAL/GIS
Jiaxin Ding, Jie Gao, Hui Xiong
2014 J jnl
A Cocktail Approach for Travel Package Recommendation.
IEEE Trans. Knowl. Data Eng.
Qi Liu, Enhong Chen, Hui Xiong, Yong Ge, Zhongmou Li, Xiang Wu
2014 A* conf
A cost-effective recommender system for taxi drivers.
KDD
Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong
2014 J jnl
Cost-Aware Collaborative Filtering for Travel Tour Recommendations.
ACM Trans. Inf. Syst.
Yong Ge, Hui Xiong, Alexander Tuzhilin, Qi Liu
2014 A* conf
Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns.
ICDM
Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen
2014 A* conf
Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing.
ICDM
Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
2014 A* conf
Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering.
KDD
Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou
2014 — conf
Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach.
PAKDD (2)
Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong
2014 A* conf
Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval.
ICDM
Liang Wu, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Jianhui Li, Yuanchun Zhou, Hui Xiong
2014 J jnl
Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval.
CoRR
Liang Wu, Hui Xiong, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Yuanchun Zhou, Jianhui Li
2014 J jnl
High-dimensional clustering: a clique-based hypergraph partitioning framework.
Knowl. Inf. Syst.
Tianming Hu, Chuanren Liu, Yong Tang, Jing Sun, Hui Xiong, Sam Yuan Sung
2014 A conf
Influence Maximization over Large-Scale Social Networks: A Bounded Linear Approach.
CIKM
Qi Liu, Biao Xiang, Enhong Chen, Hui Xiong, Fangshuang Tang, Jeffrey Xu Yu
2014 J jnl
Learning to annotate via social interaction analytics.
Knowl. Inf. Syst.
Tong Xu, Hengshu Zhu, Enhong Chen, Baoxing Huai, Hui Xiong, Jilei Tian
2014 — ch.
Mining Blackhole and Volcano Patterns for Fraud Detection.
Encyclopedia of Social Network Analysis and Mining
Zhongmou Li, Hui Xiong
2014 J jnl
Mining Mobile User Preferences for Personalized Context-Aware Recommendation.
ACM Trans. Intell. Syst. Technol.
Hengshu Zhu, Enhong Chen, Hui Xiong, Kuifei Yu, Huanhuan Cao, Jilei Tian
2014 J jnl
Mobile App Classification with Enriched Contextual Information.
IEEE Trans. Mob. Comput.
Hengshu Zhu, Enhong Chen, Hui Xiong, Huanhuan Cao, Jilei Tian
2014 A* conf
Mobile app recommendations with security and privacy awareness.
KDD
Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen
2014 A conf
Multi-task Multi-view Learning for Heterogeneous Tasks.
CIKM
Xin Jin, Fuzhen Zhuang, Hui Xiong, Changying Du, Ping Luo, Qing He
2014 J jnl
Object-Oriented Travel Package Recommendation.
ACM Trans. Intell. Syst. Technol.
Chang Tan, Qi Liu, Enhong Chen, Hui Xiong, Xiang Wu
2014 A conf
Predicting the Popularity of Online Serials with Autoregressive Models.
CIKM
Biao Chang, Hengshu Zhu, Yong Ge, Enhong Chen, Hui Xiong, Chang Tan
2014 A* conf
Proactive workflow modeling by stochastic processes with application to healthcare operation and management.
KDD
Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins
2014 J jnl
Ranking user authority with relevant knowledge categories for expert finding.
World Wide Web
Hengshu Zhu, Enhong Chen, Hui Xiong, Huanhuan Cao, Jilei Tian
2014 — conf
Sequential Pattern Analysis with Right Granularity.
ICDM Workshops
Chuanren Liu, Kai Zhang, Hui Xiong
2014 A* conf
Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective.
ICDM
Qi Liu, Zheng Dong, Chuanren Liu, Xing Xie, Enhong Chen, Hui Xiong
2014 A* conf
Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors.
ICDM
Yanjie Fu, Yong Ge, Yu Zheng, Zijun Yao, Yanchi Liu, Hui Xiong, Jing Yuan
2014 A* conf
Technology Prospecting for High Tech Companies through Patent Mining.
ICDM
Bo Jin, Yong Ge, Hengshu Zhu, Li Guo, Hui Xiong, Chao Zhang
2014 A* conf
Temporal skeletonization on sequential data: patterns, categorization, and visualization.
KDD
Chuanren Liu, Kai Zhang, Hui Xiong, Geoff Jiang, Qiang Yang
2014 J jnl
Topic formation and development: a core-group evolving process.
World Wide Web
Tieyun Qian, Qing Li, Bing Liu, Hui Xiong, Jaideep Srivastava, Phillip C.-Y. Sheu
2014 J jnl
Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach.
ACM Trans. Knowl. Discov. Data
Baoxing Huai, Enhong Chen, Hengshu Zhu, Hui Xiong, Tengfei Bao, Qi Liu, Jilei Tian
2014 J jnl
Triplex Transfer Learning: Exploiting Both Shared and Distinct Concepts for Text Classification.
IEEE Trans. Cybern.
Fuzhen Zhuang, Ping Luo, Changying Du, Qing He, Zhongzhi Shi, Hui Xiong
2014 A conf
User Preference Learning with Multiple Information Fusion for Restaurant Recommendation.
SDM
Yanjie Fu, Bin Liu, Yong Ge, Zijun Yao, Hui Xiong
2013 — ed.
13th IEEE International Conference on Data Mining Workshops, ICDM Workshops, TX, USA, December 7-10, 2013
ICDM Workshops
Wei Ding, Takashi Washio, Hui Xiong, George Karypis, Bhavani Thuraisingham, Diane J. Cook, Xindong Wu
2013 A* ed.
2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013
ICDM
Hui Xiong, George Karypis, Bhavani Thuraisingham, Diane J. Cook, Xindong Wu
2013 J jnl
A Survey of Context-Aware Mobile Recommendations.
Int. J. Inf. Technol. Decis. Mak.
Qi Liu, Haiping Ma, Enhong Chen, Hui Xiong
2013 A* conf
A Theoretic Framework of K-Means-Based Consensus Clustering.
IJCAI
Junjie Wu, Hongfu Liu, Hui Xiong, Jie Cao
2013 A conf
Integrity Verification of K-means Clustering Outsourced to Infrastructure as a Service (IaaS) Providers.
SDM
Ruilin Liu, Philippos Mordohai, Wendy Hui Wang, Hui Xiong
2013 J jnl
Introduction to special section on intelligent mobile knowledge discovery and management systems.
ACM Trans. Intell. Syst. Technol.
Hui Xiong, Shashi Shekhar, Alexander Tuzhilin
2013 A* conf
Learning geographical preferences for point-of-interest recommendation.
KDD
Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong
2013 — conf
Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems.
IEEE BigData
Bin Liu, Haifeng Chen, Abhishek B. Sharma, Guofei Jiang, Hui Xiong
2013 A* conf
PageRank with Priors: An Influence Propagation Perspective.
IJCAI
Biao Xiang, Qi Liu, Enhong Chen, Hui Xiong, Yi Zheng, Yu Yang
2013 A conf
Point-of-Interest Recommendation in Location Based Social Networks with Topic and Location Awareness.
SDM
Bin Liu, Hui Xiong
2013 J jnl
Ranking Metric Anomaly in Invariant Networks.
ACM Trans. Knowl. Discov. Data
Yong Ge, Guofei Jiang, Min Ding, Hui Xiong
2013 A conf
Ranking fraud detection for mobile apps: a holistic view.
CIKM
Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen
2013 J jnl
SAIL: Summation-bAsed Incremental Learning for Information-Theoretic Text Clustering.
IEEE Trans. Cybern.
Jie Cao, Zhiang Wu, Junjie Wu, Hui Xiong
2013 J jnl
The Minimum Consistent Subset Cover Problem: A Minimization View of Data Mining.
IEEE Trans. Knowl. Data Eng.
Byron J. Gao, Martin Ester, Hui Xiong, Jin-Yi Cai, Oliver Schulte
2013 J jnl
Understanding and Enhancement of Internal Clustering Validation Measures.
IEEE Trans. Cybern.
Yanchi Liu, Zhongmou Li, Hui Xiong, Xuedong Gao, Junjie Wu, Sen Wu
2013 — ed.
Web-Age Information Management - 14th International Conference, WAIM 2013, Beidaihe, China, June 14-16, 2013. Proceedings
WAIM
Jianyong Wang, Hui Xiong, Yoshiharu Ishikawa, Jianliang Xu, Junfeng Zhou
2012 J jnl
A Generalization of Distance Functions for Fuzzy c -Means Clustering With Centroids of Arithmetic Means.
IEEE Trans. Fuzzy Syst.
Junjie Wu, Hui Xiong, Chen Liu, Jian Chen
2012 J jnl
A Linear Circuit Model For Social Influence
CoRR
Biao Xiang, Enhong Chen, Hui Xiong, Qi Liu
2012 J jnl
A Social Influence Model Based On Circuit Theory
CoRR
Biao Xiang, Enhong Chen, Qi Liu, Hui Xiong, Yu Yang, Junyuan Xie
2012 A* conf
A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces.
ICDM
Chuanren Liu, Hui Xiong, Yong Ge, Wei Geng, Matt Perkins
2012 J jnl
Adapting the Right Measures for Pattern Discovery: A Unified View.
IEEE Trans. Syst. Man Cybern. Part B
Junjie Wu, Shiwei Zhu, Hui Xiong, Jian Chen, Jianming Zhu
2012 J jnl
An unsupervised approach to modeling personalized contexts of mobile users.
Knowl. Inf. Syst.
Tengfei Bao, Huanhuan Cao, Enhong Chen, Jilei Tian, Hui Xiong
2012 B conf
BP-growth: Searching Strategies for Efficient Behavior Pattern Mining.
MDM
Xueying Li, Huanhuan Cao, Enhong Chen, Hui Xiong, Jilei Tian
2012 J jnl
Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning.
Neurocomputing
Haiping Ma, Enhong Chen, Linli Xu, Hui Xiong
2012 J jnl
Detecting and Tracking Topics and Events from Web Search Logs.
ACM Trans. Inf. Syst.
Hongyan Liu, Jun He, Yingqin Gu, Hui Xiong, Xiaoyong Du
2012 J jnl
Distance metrics for high dimensional nearest neighborhood recovery: Compression and normalization.
Inf. Sci.
Stephen L. France, J. Douglas Carroll, Hui Xiong
2012 J jnl
Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking.
IEEE Trans. Syst. Man Cybern. Part B
Qi Liu, Enhong Chen, Hui Xiong, Chris H. Q. Ding, Jian Chen
2012 J jnl
Erratum to "Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification".
IEEE Trans. Knowl. Data Eng.
Fuzhen Zhuang, Ping Luo, Zhiyong Shen, Qing He, Yuhong Xiong, Zhongzhi Shi, Hui Xiong
2012 A conf
Exploiting enriched contextual information for mobile app classification.
CIKM
Hengshu Zhu, Huanhuan Cao, Enhong Chen, Hui Xiong, Jilei Tian
2012 A conf
Influential seed items recommendation.
RecSys
Qi Liu, Biao Xiang, Enhong Chen, Yong Ge, Hui Xiong, Tengfei Bao, Yi Zheng
2012 J jnl
Information propagation in online social networks: a tie-strength perspective.
Knowl. Inf. Syst.
Jichang Zhao, Junjie Wu, Xu Feng, Hui Xiong, Ke Xu
2012 J jnl
Link Graph Analysis for Business Site Selection.
Computer
Xiaojun Quan, Liu Wenyin, Wenyu Dou, Hui Xiong, Yong Ge
2012 J jnl
Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification.
IEEE Trans. Knowl. Data Eng.
Fuzhen Zhuang, Ping Luo, Zhiyong Shen, Qing He, Yuhong Xiong, Zhongzhi Shi, Hui Xiong
2012 A* conf
Mining Personal Context-Aware Preferences for Mobile Users.
ICDM
Hengshu Zhu, Enhong Chen, Kuifei Yu, Huanhuan Cao, Hui Xiong, Jilei Tian
2012 J jnl
Mining blackhole and volcano patterns in directed graphs: a general approach.
Data Min. Knowl. Discov.
Zhongmou Li, Hui Xiong, Yanchi Liu
2012 J jnl
On the Deep Order-Preserving Submatrix Problem: A Best Effort Approach.
IEEE Trans. Knowl. Data Eng.
Byron J. Gao, Obi L. Griffith, Martin Ester, Hui Xiong, Qiang Zhao, Steven J. M. Jones
2012 J jnl
Semantics-Based Automated Service Discovery.
IEEE Trans. Serv. Comput.
Aabhas V. Paliwal, Basit Shafiq, Jaideep Vaidya, Hui Xiong, Nabil R. Adam
2012 — conf
Stochastic Unsupervised Learning on Unlabeled Data.
ICML Unsupervised and Transfer Learning
Chuanren Liu, Jianjun Xie, Yong Ge, Hui Xiong
2012 A conf
Which Distance Metric is Right: An Evolutionary K-Means View.
SDM
Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong
2011 A* conf
A Taxi Driving Fraud Detection System.
ICDM
Yong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou
2011 J jnl
A semantic term weighting scheme for text categorization.
Expert Syst. Appl.
Qiming Luo, Enhong Chen, Hui Xiong
2011 A* conf
A taxi business intelligence system.
KDD
Yong Ge, Chuanren Liu, Hui Xiong, Jian Chen
2011 J jnl
Checkpoint evolution for volatile correlation computing.
Mach. Learn.
Wenjun Zhou, Hui Xiong
2011 A conf
Collaborative filtering with collective training.
RecSys
Yong Ge, Hui Xiong, Alexander Tuzhilin, Qi Liu
2011 A* conf
Cost-aware travel tour recommendation.
KDD
Yong Ge, Qi Liu, Hui Xiong, Alexander Tuzhilin, Jian Chen
2011 A* conf
Enhancing investment decisions in P2P lending: an investor composition perspective.
KDD
Chunyu Luo, Hui Xiong, Wenjun Zhou, Yanhong Guo, Guishi Deng
2011 J jnl
Exploiting associations between word clusters and document classes for cross-domain text categorization.
Stat. Anal. Data Min.
Fuzhen Zhuang, Ping Luo, Hui Xiong, Qing He, Yuhong Xiong, Zhongzhi Shi
2011 J jnl
Exploiting probabilistic topic models to improve text categorization under class imbalance.
Inf. Process. Manag.
Enhong Chen, Yanggang Lin, Hui Xiong, Qiming Luo, Haiping Ma
2011 C ed.
Knowledge Science, Engineering and Management - 5th International Conference, KSEM 2011, Irvine, CA, USA, December 12-14, 2011. Proceedings
KSEM
Hui Xiong, Wing Bun Lee
2011 J jnl
Multifocal learning for customer problem analysis.
ACM Trans. Intell. Syst. Technol.
Yong Ge, Hui Xiong, Wenjun Zhou, Siming Li, Ramendra K. Sahoo
2011 J jnl
On multi-type reverse nearest neighbor search.
Data Knowl. Eng.
Xiaobin Ma, Chengyang Zhang, Shashi Shekhar, Yan Huang, Hui Xiong
2011 A* conf
Personalized Travel Package Recommendation.
ICDM
Qi Liu, Yong Ge, Zhongmou Li, Enhong Chen, Hui Xiong
2011 J jnl
Scaling up top-K cosine similarity search.
Data Knowl. Eng.
Shiwei Zhu, Junjie Wu, Hui Xiong, Guoping Xia
2011 J jnl
Special issue on "context-aware data mining (CADM)".
Knowl. Inf. Syst.
Chiara Renso, Vania Bogorny, Hui Xiong
2011 A conf
Towards expert finding by leveraging relevant categories in authority ranking.
CIKM
Hengshu Zhu, Huanhuan Cao, Hui Xiong, Enhong Chen, Jilei Tian
2010 J jnl
Achieving Guaranteed Anonymity in GPS Traces via Uncertainty-Aware Path Cloaking.
IEEE Trans. Mob. Comput.
Baik Hoh, Marco Gruteser, Hui Xiong, Ansaf Alrabady
2010 A* conf
An Unsupervised Approach to Modeling Personalized Contexts of Mobile Users.
ICDM
Tengfei Bao, Happia Cao, Enhong Chen, Jilei Tian, Hui Xiong
2010 A* conf
An energy-efficient mobile recommender system.
KDD
Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao, Marco Gruteser, Michael J. Pazzani
2010 J jnl
COG: local decomposition for rare class analysis.
Data Min. Knowl. Discov.
Junjie Wu, Hui Xiong, Jian Chen
2010 A conf
Collaborative Dual-PLSA: mining distinction and commonality across multiple domains for text classification.
CIKM
Fuzhen Zhuang, Ping Luo, Zhiyong Shen, Qing He, Yuhong Xiong, Zhongzhi Shi, Hui Xiong
2010 J jnl
Cross-Domain Learning from Multiple Sources: A Consensus Regularization Perspective.
IEEE Trans. Knowl. Data Eng.
Fuzhen Zhuang, Ping Luo, Hui Xiong, Yuhong Xiong, Qing He, Zhongzhi Shi
2010 A* conf
Detecting Blackhole and Volcano Patterns in Directed Networks.
ICDM
Zhongmou Li, Hui Xiong, Yanchi Liu, Aoying Zhou
2010 J jnl
Detecting Blackholes and Volcanoes in Directed Networks
CoRR
Zhongmou Li, Hui Xiong, Yanchi Liu
2010 Misc conf
Direction clustering for characterizing movement patterns.
IRI
Wenjun Zhou, Hui Xiong, Yong Ge, Jannite Yu, Hasan Timucin Ozdemir, Kuo Chu Lee
2010 A conf
Exploiting Associations between Word Clusters and Document Classes for Cross-Domain Text Categorization.
SDM
Fuzhen Zhuang, Ping Luo, Hui Xiong, Qing He, Yuhong Xiong, Zhongzhi Shi
2010 A conf
Exploiting user interests for collaborative filtering: interests expansion via personalized ranking.
CIKM
Qi Liu, Enhong Chen, Hui Xiong, Chris H. Q. Ding
2010 J jnl
High-dimensional kNN joins with incremental updates.
GeoInformatica
Cui Yu, Rui Zhang, Yaochun Huang, Hui Xiong
2010 A* conf
Performing Joint Learning for Passive Intrusion Detection in Pervasive Wireless Environments.
INFOCOM
Jie Yang, Yong Ge, Hui Xiong, Yingying Chen, Hongbo Liu
2010 A conf
Top-Eye: top-k evolving trajectory outlier detection.
CIKM
Yong Ge, Hui Xiong, Zhi-Hua Zhou, Hasan Timucin Ozdemir, Jannite Yu, Kuo Chu Lee
2010 A* conf
Understanding of Internal Clustering Validation Measures.
ICDM
Yanchi Liu, Zhongmou Li, Hui Xiong, Xuedong Gao, Junjie Wu
2010 J jnl
Validation of overlapping clustering: A random clustering perspective.
Inf. Sci.
Junjie Wu, Hua Yuan, Hui Xiong, Guoqing Chen
2009 — ch.
A Data Distribution View of Clustering Algorithms.
Encyclopedia of Data Warehousing and Mining
Junjie Wu, Jian Chen, Hui Xiong
2009 A* conf
Adapting the right measures for K-means clustering.
KDD
Junjie Wu, Hui Xiong, Jian Chen
2009 J jnl
Characterizing pattern preserving clustering.
Knowl. Inf. Syst.
Hui Xiong, Michael S. Steinbach, Arifin Ruslim, Vipin Kumar
2009 A* conf
Efficient Discovery of Confounders in Large Data Sets.
ICDM
Wenjun Zhou, Hui Xiong
2009 A conf
Enhancing recommender systems under volatile userinterest drifts.
CIKM
Huanhuan Cao, Enhong Chen, Jie Yang, Hui Xiong
2009 J jnl
External validation measures for K-means clustering: A data distribution perspective.
Expert Syst. Appl.
Junjie Wu, Jian Chen, Hui Xiong, Ming Xie
2009 J jnl
Information-Theoretic Distance Measures for Clustering Validation: Generalization and Normalization.
IEEE Trans. Knowl. Data Eng.
Ping Luo, Hui Xiong, Guoxing Zhan, Junjie Wu, Zhongzhi Shi
2009 J jnl
K-Means Clustering Versus Validation Measures: A Data-Distribution Perspective.
IEEE Trans. Syst. Man Cybern. Part B
Hui Xiong, Junjie Wu, Jian Chen
2009 J jnl
Mining globally distributed frequent subgraphs in a single labeled graph.
Data Knowl. Eng.
Xing Jiang, Hui Xiong, Chen Wang, Ah-Hwee Tan
2009 A* conf
Multi-focal learning and its application to customer service support.
KDD
Yong Ge, Hui Xiong, Wenjun Zhou, Ramendra K. Sahoo, Xiaofeng Gao, Weili Wu
2009 — conf
Multi-type nearest neighbor queries in road networks with time window constraints.
GIS
Xiaobin Ma, Shashi Shekhar, Hui Xiong
2009 J jnl
Object discovery in high-resolution remote sensing images: a semantic perspective.
Knowl. Inf. Syst.
Dihua Guo, Hui Xiong, Vijayalakshmi Atluri, Nabil R. Adam
2009 — ch.
Pattern Preserving Clustering.
Encyclopedia of Data Warehousing and Mining
Hui Xiong, Michael S. Steinbach, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou
2009 C conf
Three Approximation Algorithms for Energy-Efficient Query Dissemination in Sensor Database System.
DEXA
Zhao Zhang, Xiaofeng Gao, Xuefei Zhang, Weili Wu, Hui Xiong
2009 J jnl
Towards controlling virus propagation in information systems with point-to-group information sharing.
Decis. Support Syst.
Hua Yuan, Guoqing Chen, Junjie Wu, Hui Xiong
2009 J jnl
Towards understanding hierarchical clustering: A data distribution perspective.
Neurocomputing
Junjie Wu, Hui Xiong, Jian Chen
2009 A conf
What's behind topic formation and development: a perspective of community core groups.
CIKM
Tieyun Qian, Qing Li, Bing Liu, Hui Xiong, Jaideep Srivastava, Phillip C.-Y. Sheu
2008 B conf
ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm with Spatial Augmented Initialization.
PAKDD
Tianming Hu, Hui Xiong, Xueqing Gong, Sam Yuan Sung
2008 A* conf
Adaptive label-driven scaling for latent semantic indexing.
SIGIR
Xiaojun Quan, Enhong Chen, Qiming Luo, Hui Xiong
2008 J jnl
Co-Clustering Bipartite with Pattern Preservation for Topic Extraction.
Int. J. Artif. Intell. Tools
Tianming Hu, Chew Lim Tan, Yong Tang, Sam Yuan Sung, Hui Xiong, Chao Qu
2008 A conf
Data clustering using virtual population based incremental learning algorithm with similarity matrix encoding strategy.
GECCO
Yi Hong, Sam Kwong, Hui Xiong, Qingsheng Ren
2008 J jnl
Discovery of maximum length frequent itemsets.
Inf. Sci.
Tianming Hu, Sam Yuan Sung, Hui Xiong, Qian Fu
2008 — book
Encyclopedia of GIS.
Shashi Shekhar, Hui Xiong
2008 A conf
Genetic-guided semi-supervised clustering algorithm with instance-level constraints.
GECCO
Yi Hong, Sam Kwong, Hui Xiong, Qingsheng Ren
2008 A* conf
Hypergraph partitioning for document clustering: a unified clique perspective.
SIGIR
Tianming Hu, Hui Xiong, Wenjun Zhou, Sam Yuan Sung, Hangzai Luo
2008 A* conf
SAIL: summation-based incremental learning for information-theoretic clustering.
KDD
Junjie Wu, Hui Xiong, Jian Chen
2008 — conf
Secure information sharing and analysis for effective emergency management.
DG.O
Nabil R. Adam, Vijay Atluri, Soon Ae Chun, John Ellenberger, Basit Shafiq, Jaideep Vaidya, Hui Xiong
2008 J jnl
Top-k Correlation Computation.
INFORMS J. Comput.
Hui Xiong, Wenjun Zhou, Mark Brodie, Sheng Ma
2008 A conf
Transfer learning from multiple source domains via consensus regularization.
CIKM
Ping Luo, Fuzhen Zhuang, Hui Xiong, Yuhong Xiong, Qing He
2008 A* conf
Volatile correlation computation: a checkpoint view.
KDD
Wenjun Zhou, Hui Xiong
2007 A* conf
A Generalization of Proximity Functions for K-Means.
ICDM
Junjie Wu, Hui Xiong, Jian Chen, Wenjun Zhou
2007 A conf
An Adaptive Semantic Filter for Blue Gene/L Failure Log Analysis.
IPDPS
Yinglung Liang, Yanyong Zhang, Hui Xiong, Ramendra K. Sahoo
2007 A conf
Co-Preserving Patterns in Bipartite Partitioning for Topic Identification.
SDM
Tianming Hu, Hui Xiong, Sam Yuan Sung
2007 A* conf
Distributed classification in peer-to-peer networks.
KDD
Ping Luo, Hui Xiong, Kevin Lü, Zhongzhi Shi
2007 A* conf
Enhancing semi-supervised clustering: a feature projection perspective.
KDD
Wei Tang, Hui Xiong, Shi Zhong, Jie Wu
2007 A* conf
Failure Prediction in IBM BlueGene/L Event Logs.
ICDM
Yinglung Liang, Yanyong Zhang, Hui Xiong, Ramendra K. Sahoo
2007 A* conf
Local decomposition for rare class analysis.
KDD
Junjie Wu, Hui Xiong, Peng Wu, Jian Chen
2007 J jnl
Mining maximal hyperclique pattern: A hybrid search strategy.
Inf. Sci.
Yaochun Huang, Hui Xiong, Weili Wu, Ping Deng, Zhongnan Zhang
2007 J jnl
On the strength of hyperclique patterns for text categorization.
Inf. Sci.
Tieyun Qian, Hui Xiong, Yuanzhen Wang, Enhong Chen
2007 A* conf
Preserving privacy in gps traces via uncertainty-aware path cloaking.
CCS
Baik Hoh, Marco Gruteser, Hui Xiong, Ansaf Alrabady
2007 B conf
Semantic Feature Selection for Object Discovery in High-Resolution Remote Sensing Imagery.
PAKDD
Dihua Guo, Hui Xiong, Vijay Atluri, Nabil R. Adam
2007 A* conf
The minimum consistent subset cover problem and its applications in data mining.
KDD
Byron J. Gao, Martin Ester, Jin-Yi Cai, Oliver Schulte, Hui Xiong
2006 J jnl
A cubic-wise balance approach for privacy preservation in data cubes.
Inf. Sci.
Yao Liu, Sam Yuan Sung, Hui Xiong
2006 A conf
Adapting association patterns for text categorization: weaknesses and enhancements.
CIKM
Tieyun Qian, Hui Xiong, Yuanzhen Wang, Enhong Chen
2006 J jnl
Enhancing Data Analysis with Noise Removal.
IEEE Trans. Knowl. Data Eng.
Hui Xiong, Gaurav Pandey, Michael S. Steinbach, Vipin Kumar
2006 C conf
Enhancing Privacy Preservation of Anonymous Location Sampling Techniques in Traffic Monitoring Systems.
SecureComm
Baik Hoh, Marco Gruteser, Hui Xiong, Ansaf Alrabady
2006 J jnl
Enhancing Security and Privacy in Traffic-Monitoring Systems.
IEEE Pervasive Comput.
Baik Hoh, Marco Gruteser, Hui Xiong, Ansaf Alrabady
2006 — conf
Exploiting a page-level upper bound for multi-type nearest neighbor queries.
GIS
Xiaobin Ma, Shashi Shekhar, Hui Xiong, Pusheng Zhang
2006 J jnl
Hyperclique pattern discovery.
Data Min. Knowl. Discov.
Hui Xiong, Pang-Ning Tan, Vipin Kumar
2006 A* conf
K-means clustering versus validation measures: a data distribution perspective.
KDD
Hui Xiong, Junjie Wu, Jian Chen
2006 J jnl
Mining Co-Location Patterns with Rare Events from Spatial Data Sets.
GeoInformatica
Yan Huang, Jian Pei, Hui Xiong
2006 B conf
Mining Quantitative Maximal Hyperclique Patterns: A Summary of Results.
PAKDD
Yaochun Huang, Hui Xiong, Weili Wu, Sam Yuan Sung
2006 J jnl
Privacy leakage in multi-relational databases: a semi-supervised learning perspective.
VLDB J.
Hui Xiong, Michael S. Steinbach, Vipin Kumar
2006 J jnl
Privacy preservation for data cubes.
Knowl. Inf. Syst.
Sam Yuan Sung, Yao Liu, Hui Xiong, Peter A. Ng
2006 A conf
Scan Detection: A Data Mining Approach.
SDM
György J. Simon, Hui Xiong, Eric Eilertson, Vipin Kumar
2006 J jnl
TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases.
IEEE Trans. Knowl. Data Eng.
Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar
2006 A* conf
TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases.
ICDM
Hui Xiong, Mark Brodie, Sheng Ma
2006 J jnl
Transitive closure and metric inequality of weighted graphs: detecting protein interaction modules using cliques.
Int. J. Data Min. Bioinform.
Chris H. Q. Ding, Xiaofeng He, Hui Xiong, Hanchuan Peng, Stephen R. Holbrook
2006 — conf
Web Service Discovery via Semantic Association Ranking and Hyperclique Pattern Discovery.
Web Intelligence
Aabhas V. Paliwal, Nabil R. Adam, Hui Xiong, Christof Bornhövd
2005 J jnl
IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition.
IEEE Trans. Knowl. Data Eng.
Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
2005 Misc conf
Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery.
Pacific Symposium on Biocomputing
Hui Xiong, Xiaofeng He, Chris H. Q. Ding, Ya Zhang, Vipin Kumar, Stephen R. Holbrook
2005 A conf
Privacy leakage in multi-relational databases via pattern based semi-supervised learning.
CIKM
Hui Xiong, Michael S. Steinbach, Vipin Kumar
2004 A conf
A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects.
SDM
Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma, Jin Soung Yoo
2004 B conf
A Hybrid Approach for Mining Maixmal Hyperclique Patterns.
ICTAI
Yaochun Huang, Hui Xiong, Weili Wu, Zhongnan Zhang
2004 B conf
Data Declustering with Replications.
DASFAA
Yao Liu, Sam Yuan Sung, Hui Xiong, Peter A. Ng
2004 J jnl
Discovering Colocation Patterns from Spatial Data Sets: A General Approach.
IEEE Trans. Knowl. Data Eng.
Yan Huang, Shashi Shekhar, Hui Xiong
2004 A* conf
Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs.
KDD
Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar
2004 A* conf
Generalizing the notion of support.
KDD
Michael S. Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar
2004 A conf
HICAP: Hierarchical Clustering with Pattern Preservation.
SDM
Hui Xiong, Michael S. Steinbach, Pang-Ning Tan, Vipin Kumar
2004 A* conf
IDR/QR: an incremental dimension reduction algorithm via QR decomposition.
KDD
Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
2003 B conf
A New Clustering Algorithm for Transaction Data via Caucus.
PAKDD
Jinmei Xu, Hui Xiong, Sam Yuan Sung, Vipin Kumar
2003 — book
Clustering and Information Retrieval
Weili Wu, Hui Xiong, Shashi Shekhar
2003 Misc conf
Mining Confident Colocation Rules without A Support Threshold.
SAC
Yan Huang, Hui Xiong, Shashi Shekhar, Jian Pei
2003 A* conf
Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution.
ICDM
Hui Xiong, Pang-Ning Tan, Vipin Kumar
2000 — conf
Adapting the right web pages to the right users.
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Hui Xiong, Sam Yuan Sung, Stephen Huang