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Hui Xiong

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

364

Venues

35

Active years

2003–2026

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2026AAAIOccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting.Sisuo Lyu, Siru Zhong, Weilin Ruan, Qingxiang Liu, Qingsong Wen, Hui Xiong, Yuxuan Liang
2026AAAIEnhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models.Yongwen Ren, Chao Wang, Peng Du, Chuan Qin, Dazhong Shen, Hui Xiong
2026AAAIExplainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning.Yin Wu, Zhengxuan Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong
2026AAAIBeyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection.Huizai Yao, Sicheng Zhao, Pengteng Li, Yi Cui, Shuo Lu, Weiyu Guo, Yunfan Lu, Yijie Xu, Hui Xiong
2026ACLGenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery.Xi Chen, Chuan Qin, Jinpeng Li, Shasha Hu, Chao Wang, Hengshu Zhu, Hui Xiong
2026ACLSiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework.Junpeng Liu, Jiuyi Li, Kaiyu Huang, Bo Jin, Degen Huang, Hui Xiong
2026ACLAnti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models.Wei Wu, Liyi Chen, Congxi Xiao, Tianfu Wang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong
2026ACLSelect2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning.Cehao Yang, Xueyuan Lin, Xiaojun Wu, Chengjin Xu, Xuhui Jiang, Honghao Liu, Hui Xiong, Jian Guo
2026ACLErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection.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
2026ACLSceneLM: 3D-Aware Language Models for Editable 3D Scene Synthesis.Xingbo Yao, Xiaoyu Chen, Doudou Zhang, Mingzhi Sheng, Boyuan Cao, Ying-Cong Chen, Hui Xiong
2026CHIAnimAlte: Designing a Multimodal AI-Infused Cartoon Video System to Support Structured Vocabulary Learning for Preschoolers at Home.Shiya Zeng, Hui Xiong
2026ISKEACF-DP-YOLO: Attention-Enhanced and Dual-Pyramid Fusion Network for Insulator Defect Detection.Xibing Yang, Hui Xiong, Chong Yang, Chong Wei, Jinyi Liu, Lirong Fu
2025AAAIHarnessing Multimodal Large Language Models for Multimodal Sequential Recommendation.Yuyang Ye, Zhi Zheng, Yishan Shen, Tianshu Wang, Hengruo Zhang, Peijun Zhu, Runlong Yu, Kai Zhang, Hui Xiong
2025AAAITC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations.Mingze Gao, Jingyu Liu, Mingda Li, Jiangtao Xie, Qingbin Liu, Kevin Zhao, Xi Chen, Hui Xiong
2025AAAIFusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation.Weilin Lin, Li Liu, Jianze Li, Hui Xiong
2025ACLLongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data.Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Shengjie Ma, Aofan Liu, Hui Xiong, Jian Guo
2025DASFAAKilling Two Birds with One Stone: A Spatio-temporal Prompt for the Inductive Traffic Extrapolation.Leilei Ding, Zhipeng Tang, Le Zhang, Dazhong Shen, Chao Wang, Ziyang Tao, Jingbo Zhou, Yanyong Zhang, Hui Xiong
2025EMNLPExplaining Length Bias in LLM-Based Preference Evaluations.Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Tianfu Wang, Zhengyu Chen, Nicholas Jing Yuan, Jianxun Lian, Kaize Ding, Hui Xiong
2025EMNLPTP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning.Hang Ni, Fan Liu, Xinyu Ma, Lixin Su, Shuaiqiang Wang, Dawei Yin, Hui Xiong, Hao Liu
2025EMNLPTokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection.Wei Wu, Zhuoshi Pan, Kun Fu, Chao Wang, Liyi Chen, Yunchu Bai, Tianfu Wang, Zheng Wang, Hui Xiong
2025GLOBECOMReinforcement Learning Based Edge-Assisted Dynamic Inference for Mobile Vision.Yu Liu, Liang Xiao, Tuhao Li, Zefang Lv, Ziyue Qiao, Hui Xiong
2025ICCVMagicCity: Geometry-Aware 3D City Generation from Satellite Imagery with Multi-View Consistency.Xingbo Yao, Xuanmin Wang, Hao Wu, Chengliang Ping, Doudou Zhang, Hui Xiong
2025ICCVDepth Any Event Stream: Enhancing Event-based Monocular Depth Estimation via Dense-to-Sparse Distillation.Jinjing Zhu, Tianbo Pan, Zidong Cao, Yexin Liu, James T. Kwok, Hui Xiong
2025ICDEJoint Dependency and Conflicting Task Allocation in Collaboration-Aware Spatial Crowdsourcing.Jiajun Yao, Lei Yang, Hao Liu, Hui Xiong
2025ICLRSePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction.Lu Dai, Yijie Xu, Jinhui Ye, Hao Liu, Hui Xiong
2025ICLRRGB-Event ISP: The Dataset and Benchmark.Yunfan Lu, Yanlin Qian, Ziyang Rao, Junren Xiao, Liming Chen, Hui Xiong
2025ICLRTowards Continuous Reuse of Graph Models via Holistic Memory Diversification.Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Xiao Luo, Hui Xiong
2025ICLRCATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching.Xingjian Wu, Xiangfei Qiu, Zhengyu Li, Yihang Wang, Jilin Hu, Chenjuan Guo, Hui Xiong, Bin Yang
2025ICMLEfficient Skill Discovery via Regret-Aware Optimization.He Zhang, Ming Zhou, Shaopeng Zhai, Ying Sun, Hui Xiong
2025ICMLOneForecast: A Universal Framework for Global and Regional Weather Forecasting.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
2025ICMLRevisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis.Weiyu Guo, Ziyue Qiao, Ying Sun, Yijie Xu, Hui Xiong
2025ICMLEditable Concept Bottleneck Models.Lijie Hu, Chenyang Ren, Zhengyu Hu, Hongbin Lin, Cheng-Long Wang, Zhen Tan, Weimin Lyu, Jingfeng Zhang, Hui Xiong, Di Wang
2025ICMLGCAL: Adapting Graph Models to Evolving Domain Shifts.Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong
2025ICMLSAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes.Yishan Shen, Yuyang Ye, Hui Xiong, Yong Chen
2025ICMLTowards the Causal Complete Cause of Multi-Modal Representation Learning.Jingyao Wang, Siyu Zhao, Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong
2025IJCAIEnhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling.Tianhui Ma, Shuyao Wang, Zhi Zheng, Hui Xiong
2025ICRATalk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension.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
2025ICRASCA3D: Enhancing Cross-Modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation.Junlong Ren, Hao Wu, Hui Xiong, Hao Wang
2025KDDA Survey on Deep Learning based Time Series Analysis with Frequency Transformation.Kun Yi, Qi Zhang, Wei Fan, Longbing Cao, Shoujin Wang, Hui He, Guodong Long, Liang Hu, Qingsong Wen, Hui Xiong
2025KDDSciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models.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
2025KDDUnleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series.Weijia Zhang, Chenlong Yin, Hao Liu, Hui Xiong
2025KDDStructure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs.Wei Wu, Chao Wang, Liyi Chen, Mingze Yin, Yiheng Zhu, Kun Fu, Jieping Ye, Hui Xiong, Zheng Wang
2025KDDLLMLight: Large Language Models as Traffic Signal Control Agents.Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong
2025KDDScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research.Junyong Lin, Lu Dai, Ruiqian Han, Yijie Sui, Ruilin Wang, Xingliang Sun, Qinglin Wu, Min Feng, Hao Liu, Hui Xiong
2025KDDInstruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction.Pengfei Yu, Jingjing Gu, Dazhong Shen, Xin Dong, Yang Liu, Hui Xiong
2025KDDLLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning.Shengming Zhang, Le Zhang, Jingbo Zhou, Zhi Zheng, Hui Xiong
2025KDDThe 6th International Workshop on Talent and Management Computing (TMC 2025).Hengshu Zhu, Yong Ge, Hui Xiong, Ee-Peng Lim
2025KSEMLarge Language Models Are Not Stable Recommender Systems: A Position Bias Perspective.Tianhui Ma, Yuan Cheng, Zhi Zheng, Hengshu Zhu, Hui Xiong
2025PAKDDLabor Migration Modeling Through Large-Scale Job Query Data.Zhuoning Guo, Le Zhang, Hengshu Zhu, Weijia Zhang, Hui Xiong, Hao Liu
2024AAAISelf-Paced Unified Representation Learning for Hierarchical Multi-Label Classification.Zixuan Yuan, Hao Liu, Haoyi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong
2024AAAITemporal Graph Contrastive Learning for Sequential Recommendation.Shengzhe Zhang, Liyi Chen, Chao Wang, Shuangli Li, Hui Xiong
2024CIKMTabular Data-centric AI: Challenges, Techniques and Future Perspectives.Yanjie Fu, Dongjie Wang, Hui Xiong, Kunpeng Liu
2024CIKMSpatio-Temporal Sequence Modeling for Traffic Signal Control.Qian Sun, Le Zhang, Jingbo Zhou, Rui Zha, Yu Mei, Chujie Tian, Hui Xiong
2024CVPREvent Camera Demosaicing via Swin Transformer and Pixel-focus Loss.Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong
2024CVPRMIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results.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
2024DASFAASuper-Node Generation for GNN-Based Recommender Systems: Enhancing Distant Node Integration via Graph Coarsening.Shasha Hu, Chao Wang, Chuan Qin, Hengshu Zhu, Hui Xiong
2024DASFAAEnhancing Question Answering for Enterprise Knowledge Bases using Large Language Models.Feihu Jiang, Chuan Qin, Kaichun Yao, Chuyu Fang, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong
2024DASFAAHierarchical Cross-Level Graph Contrastive Learning for Drug-Drug Interaction Prediction.Yuhan Ye, Jingbo Zhou, Shuangli Li, Congxi Xiao, Haochao Ying, Hui Xiong
2024ECCVUniINR: Event-Guided Unified Rolling Shutter Correction, Deblurring, and Interpolation.Yunfan Lu, Guoqiang Liang, Yusheng Wang, Lin Wang, Hui Xiong
2024EMNLPImprove Dense Passage Retrieval with Entailment Tuning.Lu Dai, Hao Liu, Hui Xiong
2024EMNLPLLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay.Yihuai Lan, Zhiqiang Hu, Lei Wang, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong, Hao Wang
2024EMNLPRefiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities.Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong
2024ICDEScaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations.Rui Zha, Le Zhang, Shuangli Li, Jingbo Zhou, Tong Xu, Hui Xiong, Enhong Chen
2024ICLRImproved Regret Bounds for Non-Convex Online-Within-Online Meta Learning.Jiechao Guan, Hui Xiong
2024ICLRBayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction.Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
2024ICMLIrregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach.Weijia Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou, Hui Xiong
2024ICPPParallel Task Scheduling in Autonomous Robotic Systems: An Event-Driven Multimodal Prediction Approach.Wen Gao, Zhiwen Yu, Hui Xiong, Bin Guo, Liang Wang, Yuan Yao
2024ICPRMask-ControlNet: Higher-Quality Image Generation with an Additional Mask Prompt.Zhiqi Huang, Hui Xiong, Haoyu Wang, Longguang Wang, Zhiheng Li
2024IJCAIFlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation.Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong
2024IJCAIPre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting.Xi Chen, Chuan Qin, Zhigaoyuan Wang, Yihang Cheng, Chao Wang, Hengshu Zhu, Hui Xiong
2024KDDCOMET: NFT Price Prediction with Wallet Profiling.Tianfu Wang, Liwei Deng, Chao Wang, Jianxun Lian, Yue Yan, Nicholas Jing Yuan, Qi Zhang, Hui Xiong
2024KDDUrban Foundation Models: A Survey.Weijia Zhang, Jindong Han, Zhao Xu, Hang Ni, Hao Liu, Hui Xiong
2024KDDIrregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks.Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Yanjie Fu, Jingbo Zhou, Yu Mei, Hui Xiong
2024KDDInterpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction.Wenzhao Jiang, Jindong Han, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong
2024KDDKilling Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks.Wenyuan Jiang, Wenwei Wu, Le Zhang, Zixuan Yuan, Jian Xiang, Jingbo Zhou, Hui Xiong
2024KDDCrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control.Qian Sun, Rui Zha, Le Zhang, Jingbo Zhou, Yu Mei, Zhiling Li, Hui Xiong
2024KDDReFound: Crafting a Foundation Model for Urban Region Understanding upon Language and Visual Foundations.Congxi Xiao, Jingbo Zhou, Yixiong Xiao, Jizhou Huang, Hui Xiong
2024KDDPAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization.Yuyang Ye, Lu-An Tang, Haoyu Wang, Runlong Yu, Wenchao Yu, Erhu He, Haifeng Chen, Hui Xiong
2024KDDOptimized Cost Per Click in Online Advertising: A Theoretical Analysis.Kaichen Zhang, Zixuan Yuan, Hui Xiong
2024KDDThe 5th International Workshop on Talent and Management Computing (TMC'2024).Hengshu Zhu, Yong Ge, Hui Xiong, Ee-Peng Lim
2023EMNLPA Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation.Xi Chen, Xinjiang Lu, Haoran Xin, Wenjun Peng, Haoyang Duan, Feihu Jiang, Jingbo Zhou, Hui Xiong
2023EMNLPCross-modality Data Augmentation for End-to-End Sign Language Translation.Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Hui Xiong
2023ICCVCloth2Body: Generating 3D Human Body Mesh from 2D Clothing.Lu Dai, Liqian Ma, Shenhan Qian, Hao Liu, Ziwei Liu, Hui Xiong
2023ICDEA Survey on Knowledge Graph-Based Recommender Systems : Extended Abstract.Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He
2023ICDEAttribute Graph Neural Networks for Strict Cold Start Recommendation : Extended Abstract.Tieyun Qian, Yile Liang, Qing Li, Hui Xiong
2023ICDEA Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection.Congxi Xiao, Jingbo Zhou, Jizhou Huang, Hengshu Zhu, Tong Xu, Dejing Dou, Hui Xiong
2023ICDEResuFormer: Semantic Structure Understanding for Resumes via Multi-Modal Pre-training.Kaichun Yao, Jingshuai Zhang, Chuan Qin, Xin Song, Peng Wang, Hengshu Zhu, Hui Xiong
2023ICDMMtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs.Nengjun Zhu, Jieyun Huang, Jian Cao, Xinjiang Lu, Hao Liu, Hui Xiong
2023ICISGraph Learning of Multifaceted Motivations for Online Engagement Prediction in Counter-party Social Networks.Manting Hu, Qingyuan Lin, Denghui Zhang, Angela Lu, Junming Liu, Hui Xiong
2023ICISBring Me a Good One: Seeking High-potential Startups using Heterogeneous Venture Information Networks.Shengming Zhang, Hao Zhong, Yong Ge, Hui Xiong
2023IJCAIBeyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification.Zheng Gong, Guifeng Wang, Ying Sun, Qi Liu, Yuting Ning, Hui Xiong, Jingyu Peng
2023IJCAISemi-supervised Domain Adaptation in Graph Transfer Learning.Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong
2023KDDHyperbolic Graph Neural Networks: A Tutorial on Methods and Applications.Min Zhou, Menglin Yang, Bo Xiong, Hui Xiong, Irwin King
2023KDDRecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment.Chuyu Fang, Chuan Qin, Qi Zhang, Kaichun Yao, Jingshuai Zhang, Hengshu Zhu, Fuzhen Zhuang, Hui Xiong
2023KDDiETA: A Robust and Scalable Incremental Learning Framework for Time-of-Arrival Estimation.Jindong Han, Hao Liu, Shui Liu, Xi Chen, Naiqiang Tan, Hua Chai, Hui Xiong
2023KDDCommunity-based Dynamic Graph Learning for Popularity Prediction.Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong
2023KDDQTIAH-GNN: Quantity and Topology Imbalance-aware Heterogeneous Graph Neural Network for Bankruptcy Prediction.Yucheng Liu, Zipeng Gao, Xiangyang Liu, Pengfei Luo, Yang Yang, Hui Xiong
2023KDDGraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification.Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai
2023KDDHomoGCL: Rethinking Homophily in Graph Contrastive Learning.Wen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai
2023KDDMulti-Temporal Relationship Inference in Urban Areas.Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong
2023KDDHierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections.Qian Sun, Le Zhang, Huan Yu, Weijia Zhang, Yu Mei, Hui Xiong
2023KDDTheoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity.Yangyang Wang, Xiao Zhang, Mingyi Li, Tian Lan, Huashan Chen, Hui Xiong, Xiuzhen Cheng, Dongxiao Yu
2023KDDSpatial Heterophily Aware Graph Neural Networks.Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong
2023KDDThe 4th International Workshop on Talent and Management Computing (TMC'2023).Hengshu Zhu, Hui Xiong, Yong Ge, Ee-Peng Lim
2023KSEMHybrid Heterogeneous Graph Neural Networks for Fund Performance Prediction.Siyuan Hao, Le Dai, Le Zhang, Shengming Zhang, Chao Wang, Chuan Qin, Hui Xiong
2022AAAIGeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction.Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong
2022AAAILearning to Walk with Dual Agents for Knowledge Graph Reasoning.Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong
2022EMNLPTowards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach.Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong
2022ICDEPlatform-Oriented Event Time Allocation(Extended Abstract).Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao
2022ICDEKnowledge Enhanced Person-Job Fit for Talent Recruitment.Kaichun Yao, Jingshuai Zhang, Chuan Qin, Peng Wang, Hengshu Zhu, Hui Xiong
2022ICDMDecomposing Complementary and Substitutable Relations for Intercorporate Investment Recommendation.Le Dai, Yu Yin, Chuan Qin, Enhong Chen, Hui Xiong
2022ICDMMulti-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation.Jingci Ming, Le Zhang, Wei Fan, Weijia Zhang, Yu Mei, Weicen Ling, Hui Xiong
2022ICISVisual Communication and Fashion Popularity Contagion in Social Networks.Xiang Li, Yunhui Wang, Junming Liu, Hui Xiong
2022ICMLMetAug: Contrastive Learning via Meta Feature Augmentation.Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
2022ICMLInterventional Contrastive Learning with Meta Semantic Regularizer.Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
2022IJCAIFeature and Instance Joint Selection: A Reinforcement Learning Perspective.Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
2022KDDMulti-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing.Weijia Zhang, Hao Liu, Jindong Han, Yong Ge, Hui Xiong
2022KDDTalent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning.Zhuoning Guo, Hao Liu, Le Zhang, Qi Zhang, Hengshu Zhu, Hui Xiong
2022KDDContinuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022KDDLearning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022KDDCAT: Beyond Efficient Transformer for Content-Aware Anomaly Detection in Event Sequences.Shengming Zhang, Yanchi Liu, Xuchao Zhang, Wei Cheng, Haifeng Chen, Hui Xiong
2022KDDDDR: Dialogue Based Doctor Recommendation for Online Medical Service.Zhi Zheng, Zhaopeng Qiu, Hui Xiong, Xian Wu, Tong Xu, Enhong Chen, Xiangyu Zhao
2021AAAIJoint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks.Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou
2021AAAICommunity-Aware Multi-Task Transportation Demand Prediction.Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong
2021AAAIOut-of-Town Recommendation with Travel Intention Modeling.Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong
2021AAAICoupled Layer-wise Graph Convolution for Transportation Demand Prediction.Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2021AAAISelf-Supervised Prototype Representation Learning for Event-Based Corporate Profiling.Zixuan Yuan, Hao Liu, Renjun Hu, Denghui Zhang, Hui Xiong
2021AAAIInformer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
2021CIKMAn Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment.Kaichun Yao, Chuan Qin, Hengshu Zhu, Chao Ma, Jingshuai Zhang, Yi Du, Hui Xiong
2021DASFAATransportation Recommendation with Fairness Consideration.Ding Zhou, Hao Liu, Tong Xu, Le Zhang, Rui Zha, Hui Xiong
2021ICDEDescription Generation for Points of Interest.Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong
2021ICDMFair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance.Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu
2021ICISEffectiveness of AI in Strategic Decision Making: An Empirical Study on Identifying High-Potential Talents.Yihang Cheng, Xinlin Tang, Xi Zhang, Hui Xiong
2021IJCAIRegularizing Variational Autoencoder with Diversity and Uncertainty Awareness.Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong
2021IJCNNA Trend-aware Investment Target Recommendation System with Heterogeneous Graph.Miao Chen, Chao Wang, Chuan Qin, Tong Xu, Jianhui Ma, Enhong Chen, Hui Xiong
2021KDDTMC 2021: 2021 International Workshop on Talent and Management Computing.Hui Xiong, Hengshu Zhu, Tong Xu, Xi Zhang
2021KDDMugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal.Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu, Ji Liu, Dejing Dou, Hui Xiong
2021KDDDynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong
2021KDDRepresentation Learning on Knowledge Graphs for Node Importance Estimation.Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021KDDStructure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity.Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong
2021KDDMedical Entity Relation Verification with Large-scale Machine Reading Comprehension.Yuan Xia, Chunyu Wang, Zhenhui Shi, Jingbo Zhou, Chao Lu, Haifeng Huang, Hui Xiong
2021KDDDomain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment.Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen
2021KDDTalent Demand Forecasting with Attentive Neural Sequential Model.Qi Zhang, Hengshu Zhu, Ying Sun, Hao Liu, Fuzhen Zhuang, Hui Xiong
2021KDDScalable Heterogeneous Graph Neural Networks for Predicting High-potential Early-stage Startups.Shengming Zhang, Hao Zhong, Zixuan Yuan, Hui Xiong
2021KDDAttentive Heterogeneous Graph Embedding for Job Mobility Prediction.Le Zhang, Ding Zhou, Hengshu Zhu, Tong Xu, Rui Zha, Enhong Chen, Hui Xiong
2021KDDModeling Context-aware Features for Cognitive Diagnosis in Student Learning.Yuqiang Zhou, Qi Liu, Jinze Wu, Fei Wang, Zhenya Huang, Wei Tong, Hui Xiong, Enhong Chen, Jianhui Ma
2020AAAISetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback.Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong
2020AAAISemi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction.Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong
2020AAAIRelational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion.Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Zhi-Ping Shi, Hui Xiong, Qing He
2020EMNLPJoint Intent Detection and Entity Linking on Spatial Domain Queries.Lei Zhang, Runze Wang, Jingbo Zhou, Jingsong Yu, Zhenhua Ling, Hui Xiong
2020ICDEStochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks.Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Hui Xiong
2020ICDEAn Adaptive Master-Slave Regularized Model for Unexpected Revenue Prediction Enhanced with Alternative Data.Jin Xu, Jingbo Zhou, Yongpo Jia, Jian Li, Hui Xiong
2020ICDEComprehensive and Efficient Data Labeling via Adaptive Model Scheduling.Mu Yuan, Lan Zhang, Xiang-Yang Li, Hui Xiong
2020ICDMTDenghui Zhang, Yanchi Liu, Wei Cheng, Bo Zong, Jingchao Ni, Zhengzhang Chen, Haifeng Chen, Hui Xiong
2020IJCAIWhy We Go Where We Go: Profiling User Decisions on Choosing POIs.Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong
2020KDDEnterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network.Le Dai, Yu Yin, Chuan Qin, Tong Xu, Xiangnan He, Enhong Chen, Hui Xiong
2020KDDPolestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine.Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong
2020KDDCompetitive Analysis for Points of Interest.Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong
2020KDDPredicting Temporal Sets with Deep Neural Networks.Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020KDDGeodemographic Influence Maximization.Kaichen Zhang, Jingbo Zhou, Donglai Tao, Panagiotis Karras, Qing Li, Hui Xiong
2020KDDIntelligent Exploration for User Interface Modules of Mobile App with Collective Learning.Jingbo Zhou, Zhenwei Tang, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong
2019AAAIIncomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting.Yuyang Gao, Liang Zhao, Lingfei Wu, Yanfang Ye, Hui Xiong, Chaowei Yang
2019AAAIJoint Representation Learning for Multi-Modal Transportation Recommendation.Hao Liu, Ting Li, Renjun Hu, Yanjie Fu, Jingjing Gu, Hui Xiong
2019AAAIExploiting the Contagious Effect for Employee Turnover Prediction.Mingfei Teng, Hengshu Zhu, Chuanren Liu, Chen Zhu, Hui Xiong
2019AAAIModelling of Bi-Directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-In Identification.Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Jingjing Gu, Hui Xiong, Qing He
2019CIKMJob2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong
2019CNSMMachine Learning for Location and Orientation Fingerprinting in MIMO WLANs.Hui Xiong, Jacek Ilow
2019ICDMAn Integrated Multimodal Attention-Based Approach for Bank Stress Test Prediction.Farid Razzak, Fei Yi, Yang Yang, Hui Xiong
2019ICDMIdentifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach.Yuyang Ye, Hengshu Zhu, Tong Xu, Fuzhen Zhuang, Runlong Yu, Hui Xiong
2019ICDMAftershock Detection with Multi-scale Description Based Neural Network.Qi Zhang, Tong Xu, Hengshu Zhu, Lifu Zhang, Hui Xiong, Enhong Chen, Qi Liu
2019IJCAITrend-Aware Tensor Factorization for Job Skill Demand Analysis.Xunxian Wu, Tong Xu, Hengshu Zhu, Le Zhang, Enhong Chen, Hui Xiong
2019IJCAIComprehensive Semi-Supervised Multi-Modal Learning.Yang Yang, Ke-Tao Wang, De-Chuan Zhan, Hui Xiong, Yuan Jiang
2019ISCASContinuous Pedestrian Orientation Estimation using Human Keypoints.Dameng Yu, Hui Xiong, Qing Xu, Jianqiang Wang, Keqiang Li
2019KDDHydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System.Hao Liu, Yongxin Tong, Panpan Zhang, Xinjiang Lu, Jianguo Duan, Hui Xiong
2019KDDA Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction.Qingxin Meng, Hengshu Zhu, Keli Xiao, Le Zhang, Hui Xiong
2019KDDDuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview.Chuan Qin, Hengshu Zhu, Chen Zhu, Tong Xu, Fuzhen Zhuang, Chao Ma, Jingshuai Zhang, Hui Xiong
2019KDDThe Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach.Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Xin Song, Qing He, Hui Xiong
2019KDDAdversarial Substructured Representation Learning for Mobile User Profiling.Pengyang Wang, Yanjie Fu, Hui Xiong, Xiaolin Li
2019KDDAdaptive Deep Models for Incremental Learning: Considering Capacity Scalability and Sustainability.Yang Yang, Da-Wei Zhou, De-Chuan Zhan, Hui Xiong, Yuan Jiang
2019KDDCo-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network.Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong
2019KDDMultiple Relational Attention Network for Multi-task Learning.Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong
2019KDDA Collaborative Learning Framework to Tag Refinement for Points of Interest.Jingbo Zhou, Shan Gou, Renjun Hu, Dongxiang Zhang, Jin Xu, Airong Jiang, Ying Li, Hui Xiong
2018AAAIMeasuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach.Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong
2018ICDMIntelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach.Qingxin Meng, Hengshu Zhu, Keli Xiao, Hui Xiong
2018ICDMExploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction.Yanan Wang, Qi Liu, Chuan Qin, Tong Xu, Yijun Wang, Enhong Chen, Hui Xiong
2018ICDMExploiting the Sentimental Bias between Ratings and Reviews for Enhancing Recommendation.Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Fuzhen Zhuang, Hui Xiong
2018ICDMAn Integrated Model for Crime Prediction Using Temporal and Spatial Factors.Fei Yi, Zhiwen Yu, Fuzhen Zhuang, Xiao Zhang, Hui Xiong
2018IJCAIA Joint Learning Approach to Intelligent Job Interview Assessment.Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong
2018IJCAIExtracting Job Title Hierarchy from Career Trajectories: A Bayesian Perspective.Huang Xu, Zhiwen Yu, Bin Guo, Mingfei Teng, Hui Xiong
2018IJCAIRepresenting Urban Functions through Zone Embedding with Human Mobility Patterns.Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu, Hui Xiong
2018IJCAISequential Recommender System based on Hierarchical Attention Networks.Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing Xie, Hui Xiong, Jian Wu
2018IJCAILabel-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning.Xiao Zhang, Wenzhong Li, Vu Nguyen, Fuzhen Zhuang, Hui Xiong, Sanglu Lu
2017AAAICollaborative Company Profiling: Insights from an Employee's Perspective.Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong
2017ICDMWarehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks.Can Chen, Junming Liu, Qiao Li, Yijun Wang, Hui Xiong, Shanshan Wu
2017ICDMAn Automatic Approach for Transit Advertising in Public Transportation Systems.Chen Zhang, Hao Wang, Hui Xiong
2017ICDMExploiting Hierarchical Structures for POI Recommendation.Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Ziting Zhou, Kai Zheng, Victor S. Sheng, Hui Xiong
2017KDDREMIX: Automated Exploration for Interactive Outlier Detection.Yanjie Fu, Charu C. Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, Hui Xiong
2017KDDProspecting the Career Development of Talents: A Survival Analysis Perspective.Huayu Li, Yong Ge, Hengshu Zhu, Hui Xiong, Hongke Zhao
2017KDDEffective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong
2017KDDPoint-of-Interest Demand Modeling with Human Mobility Patterns.Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong
2017KDDFunctional Zone Based Hierarchical Demand Prediction For Bike System Expansion.Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong
2017KDDA Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users.Hao Wang, Yanmei Fu, Qinyong Wang, Hongzhi Yin, Changying Du, Hui Xiong
2017KDDA Data-driven Process Recommender Framework.Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic
2017KDDRandomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling.Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye
2017KSEMDiscovery of Jump Breaks in Joint Volatility for Volume and Price of High-Frequency Trading Data in China.Xiao-Wei Ai, Tianming Hu, Gong-Ping Bi, Cheng-Feng Lei, Hui Xiong
2016CIKMEnsemble of Anchor Adapters for Transfer Learning.Fuzhen Zhuang, Ping Luo, Sinno Jialin Pan, Hui Xiong, Qing He
2016ICDMService Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective.Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong
2016ICDMMutual Reinforcement of Academic Performance Prediction and Library Book Recommendation.Defu Lian, Yuyang Ye, Wenya Zhu, Qi Liu, Xing Xie, Hui Xiong
2016ICDMPOI Recommendation: A Temporal Matching between POI Popularity and User Regularity.Zijun Yao, Yanjie Fu, Bin Liu, Yanchi Liu, Hui Xiong
2016ICDMTo be or Not to be Friends: Exploiting Social Ties for Venture Investments.Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong
2016IJCAISparse Bayesian Content-Aware Collaborative Filtering for Implicit Feedback.Defu Lian, Yong Ge, Nicholas Jing Yuan, Xing Xie, Hui Xiong
2016KDDCatch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records.Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong
2016KDDUnified Point-of-Interest Recommendation with Temporal Interval Assessment.Yanchi Liu, Chuanren Liu, Bin Liu, Meng Qu, Hui Xiong
2016KDDRebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization.Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong
2016KDDData-driven Automatic Treatment Regimen Development and Recommendation.Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie
2016KDDTalent Circle Detection in Job Transition Networks.Huang Xu, Zhiwen Yu, Jingyuan Yang, Hui Xiong, Hengshu Zhu
2016KDDTaxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective.Tong Xu, Hengshu Zhu, Xiangyu Zhao, Qi Liu, Hao Zhong, Enhong Chen, Hui Xiong
2016KDDDays on Market: Measuring Liquidity in Real Estate Markets.Hengshu Zhu, Hui Xiong, Fangshuang Tang, Qi Liu, Yong Ge, Enhong Chen, Yanjie Fu
2016KDDRecruitment Market Trend Analysis with Sequential Latent Variable Models.Chen Zhu, Hengshu Zhu, Hui Xiong, Pengliang Ding, Fang Xie
2016KDDTopic Modeling of Short Texts: A Pseudo-Document View.Yuan Zuo, Junjie Wu, Hui Zhang, Hao Lin, Fei Wang, Ke Xu, Hui Xiong
2015ICDMModeling of Geographic Dependencies for Real Estate Ranking on Site Selection.Yanjie Fu, Hui Xiong
2015ICDMA Discovery System for Finding High-Value Homes.Yanjie Fu, Hui Xiong
2015ICDMDiscovery of College Students in Financial Hardship.Chu Guan, Xinjiang Lu, Xiaolin Li, Enhong Chen, Wenjun Zhou, Hui Xiong
2015ICDMStation Site Optimization in Bike Sharing Systems.Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu
2015ICDMMining Indecisiveness in Customer Behaviors.Qi Liu, Xianyu Zeng, Chuanren Liu, Hengshu Zhu, Enhong Chen, Hui Xiong, Xing Xie
2015ICDMThe Impact of Patent Activities on Stock Dynamics in the High-Tech Sector.Constantine Alexander Vitt, Hui Xiong
2015ICDMLearning Career Mobility and Human Activity Patterns for Job Change Analysis.Huang Xu, Zhiwen Yu, Hui Xiong, Bin Guo, Hengshu Zhu
2015ICDMExploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations.Jingyuan Yang, Chuanren Liu, Mingfei Teng, Hui Xiong, March Liao, Vivian Zhu
2015ICDMRepresentation Learning via Semi-Supervised Autoencoder for Multi-task Learning.Fuzhen Zhuang, Dan Luo, Xin Jin, Hui Xiong, Ping Luo, Qing He
2015KDDReal Estate Ranking via Mixed Land-use Latent Models.Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu
2015KDDTemporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework.Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong
2014CIKMPredicting the Popularity of Online Serials with Autoregressive Models.Biao Chang, Hengshu Zhu, Yong Ge, Enhong Chen, Hui Xiong, Chang Tan
2014CIKMMulti-task Multi-view Learning for Heterogeneous Tasks.Xin Jin, Fuzhen Zhuang, Hui Xiong, Changying Du, Ping Luo, Qing He
2014CIKMInfluence Maximization over Large-Scale Social Networks: A Bounded Linear Approach.Qi Liu, Biao Xiang, Enhong Chen, Hui Xiong, Fangshuang Tang, Jeffrey Xu Yu
2014ICDMSparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors.Yanjie Fu, Yong Ge, Yu Zheng, Zijun Yao, Yanchi Liu, Hui Xiong, Jing Yuan
2014ICDMTechnology Prospecting for High Tech Companies through Patent Mining.Bo Jin, Yong Ge, Hengshu Zhu, Li Guo, Hui Xiong, Chao Zhang
2014ICDMSocial Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective.Qi Liu, Zheng Dong, Chuanren Liu, Xing Xie, Enhong Chen, Hui Xiong
2014ICDMDiscovering Temporal Retweeting Patterns for Social Media Marketing Campaigns.Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen
2014ICDMExploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing.Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
2014ICDMSequential Pattern Analysis with Right Granularity.Chuanren Liu, Kai Zhang, Hui Xiong
2014ICDMHeterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval.Liang Wu, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Jianhui Li, Yuanchun Zhou, Hui Xiong
2014KDDExploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering.Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou
2014KDDProactive workflow modeling by stochastic processes with application to healthcare operation and management.Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins
2014KDDTemporal skeletonization on sequential data: patterns, categorization, and visualization.Chuanren Liu, Kai Zhang, Hui Xiong, Geoff Jiang, Qiang Yang
2014KDDA cost-effective recommender system for taxi drivers.Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong
2014KDDMobile app recommendations with security and privacy awareness.Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen
2013CIKMRanking fraud detection for mobile apps: a holistic view.Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen
2013IJCAIA Theoretic Framework of K-Means-Based Consensus Clustering.Junjie Wu, Hongfu Liu, Hui Xiong, Jie Cao
2013IJCAIPageRank with Priors: An Influence Propagation Perspective.Biao Xiang, Qi Liu, Enhong Chen, Hui Xiong, Yi Zheng, Yu Yang
2013KDDLearning geographical preferences for point-of-interest recommendation.Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong
2012CIKMExploiting enriched contextual information for mobile app classification.Hengshu Zhu, Huanhuan Cao, Enhong Chen, Hui Xiong, Jilei Tian
2012ICDMA Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces.Chuanren Liu, Hui Xiong, Yong Ge, Wei Geng, Matt Perkins
2012ICDMMining Personal Context-Aware Preferences for Mobile Users.Hengshu Zhu, Enhong Chen, Kuifei Yu, Huanhuan Cao, Hui Xiong, Jilei Tian
2012MDMBP-growth: Searching Strategies for Efficient Behavior Pattern Mining.Xueying Li, Huanhuan Cao, Enhong Chen, Hui Xiong, Jilei Tian
2011CIKMTowards expert finding by leveraging relevant categories in authority ranking.Hengshu Zhu, Huanhuan Cao, Hui Xiong, Enhong Chen, Jilei Tian
2011ICDMA Taxi Driving Fraud Detection System.Yong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou
2011ICDMPersonalized Travel Package Recommendation.Qi Liu, Yong Ge, Zhongmou Li, Enhong Chen, Hui Xiong
2011IPCCCAn efficient SVM-based method for multi-class network traffic classification.Ning Jing, Ming Yang, Shaoyin Cheng, Qunfeng Dong, Hui Xiong
2011KDDA taxi business intelligence system.Yong Ge, Chuanren Liu, Hui Xiong, Jian Chen
2011KDDCost-aware travel tour recommendation.Yong Ge, Qi Liu, Hui Xiong, Alexander Tuzhilin, Jian Chen
2011KDDEnhancing investment decisions in P2P lending: an investor composition perspective.Chunyu Luo, Hui Xiong, Wenjun Zhou, Yanhong Guo, Guishi Deng
2010CIKMTop-Eye: top-k evolving trajectory outlier detection.Yong Ge, Hui Xiong, Zhi-Hua Zhou, Hasan Timucin Ozdemir, Jannite Yu, Kuo Chu Lee
2010CIKMExploiting user interests for collaborative filtering: interests expansion via personalized ranking.Qi Liu, Enhong Chen, Hui Xiong, Chris H. Q. Ding
2010CIKMCollaborative Dual-PLSA: mining distinction and commonality across multiple domains for text classification.Fuzhen Zhuang, Ping Luo, Zhiyong Shen, Qing He, Yuhong Xiong, Zhongzhi Shi, Hui Xiong
2010ICDMAn Unsupervised Approach to Modeling Personalized Contexts of Mobile Users.Tengfei Bao, Happia Cao, Enhong Chen, Jilei Tian, Hui Xiong
2010ICDMUnderstanding of Internal Clustering Validation Measures.Yanchi Liu, Zhongmou Li, Hui Xiong, Xuedong Gao, Junjie Wu
2010ICDMDetecting Blackhole and Volcano Patterns in Directed Networks.Zhongmou Li, Hui Xiong, Yanchi Liu, Aoying Zhou
2010ICMLAClustering High-frequency Stock Data for Trading Volatility Analysis.Xiao-Wei Ai, Tianming Hu, Xi Li, Hui Xiong
2010INFOCOMPerforming Joint Learning for Passive Intrusion Detection in Pervasive Wireless Environments.Jie Yang, Yong Ge, Hui Xiong, Yingying Chen, Hongbo Liu
2010IRIDirection clustering for characterizing movement patterns.Wenjun Zhou, Hui Xiong, Yong Ge, Jannite Yu, Hasan Timucin Ozdemir, Kuo Chu Lee
2010KDDAn energy-efficient mobile recommender system.Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao, Marco Gruteser, Michael J. Pazzani
2009CIKMEnhancing recommender systems under volatile userinterest drifts.Huanhuan Cao, Enhong Chen, Jie Yang, Hui Xiong
2009CIKMWhat's behind topic formation and development: a perspective of community core groups.Tieyun Qian, Qing Li, Bing Liu, Hui Xiong, Jaideep Srivastava, Phillip C.-Y. Sheu
2009DEXAThree Approximation Algorithms for Energy-Efficient Query Dissemination in Sensor Database System.Zhao Zhang, Xiaofeng Gao, Xuefei Zhang, Weili Wu, Hui Xiong
2009ICDMEfficient Discovery of Confounders in Large Data Sets.Wenjun Zhou, Hui Xiong
2009KDDMulti-focal learning and its application to customer service support.Yong Ge, Hui Xiong, Wenjun Zhou, Ramendra K. Sahoo, Xiaofeng Gao, Weili Wu
2009KDDAdapting the right measures for K-means clustering.Junjie Wu, Hui Xiong, Jian Chen
2008CIKMTransfer learning from multiple source domains via consensus regularization.Ping Luo, Fuzhen Zhuang, Hui Xiong, Yuhong Xiong, Qing He
2008GECCOData clustering using virtual population based incremental learning algorithm with similarity matrix encoding strategy.Yi Hong, Sam Kwong, Hui Xiong, Qingsheng Ren
2008GECCOGenetic-guided semi-supervised clustering algorithm with instance-level constraints.Yi Hong, Sam Kwong, Hui Xiong, Qingsheng Ren
2008KDDSAIL: summation-based incremental learning for information-theoretic clustering.Junjie Wu, Hui Xiong, Jian Chen
2008KDDVolatile correlation computation: a checkpoint view.Wenjun Zhou, Hui Xiong
2007CCSPreserving privacy in gps traces via uncertainty-aware path cloaking.Baik Hoh, Marco Gruteser, Hui Xiong, Ansaf Alrabady
2007ICDMFailure Prediction in IBM BlueGene/L Event Logs.Yinglung Liang, Yanyong Zhang, Hui Xiong, Ramendra K. Sahoo
2007ICDMA Generalization of Proximity Functions for K-Means.Junjie Wu, Hui Xiong, Jian Chen, Wenjun Zhou
2007KDDThe minimum consistent subset cover problem and its applications in data mining.Byron J. Gao, Martin Ester, Jin-yi Cai, Oliver Schulte, Hui Xiong
2007KDDDistributed classification in peer-to-peer networks.Ping Luo, Hui Xiong, Kevin L, Zhongzhi Shi
2007KDDEnhancing semi-supervised clustering: a feature projection perspective.Wei Tang, Hui Xiong, Shi Zhong, Jie Wu
2007KDDLocal decomposition for rare class analysis.Junjie Wu, Hui Xiong, Peng Wu, Jian Chen
2007PAKDDSemantic Feature Selection for Object Discovery in High-Resolution Remote Sensing Imagery.Dihua Guo, Hui Xiong, Vijay Atluri, Nabil R. Adam
2006CIKMAdapting association patterns for text categorization: weaknesses and enhancements.Tieyun Qian, Hui Xiong, Yuanzhen Wang, Enhong Chen
2006ICDMTOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases.Hui Xiong, Mark Brodie, Sheng Ma
2006KDDK-means clustering versus validation measures: a data distribution perspective.Hui Xiong, Junjie Wu, Jian Chen
2005CIKMPrivacy leakage in multi-relational databases via pattern based semi-supervised learning.Hui Xiong, Michael S. Steinbach, Vipin Kumar
2004DASFAAData Declustering with Replications.Yao Liu, Sam Yuan Sung, Hui Xiong, Peter A. Ng
2004ICTAIA Hybrid Approach for Mining Maixmal Hyperclique Patterns.Yaochun Huang, Hui Xiong, Weili Wu, Zhongnan Zhang
2004KDDGeneralizing the notion of support.Michael S. Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar
2004KDDExploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs.Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar
2004KDDIDR/QR: an incremental dimension reduction algorithm via QR decomposition.Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
2003ICDMMining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution.Hui Xiong, Pang-Ning Tan, Vipin Kumar