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2020 – today
- 2025
[j29]Mi Wen, Zhehui Chen
, Yun Xiong, Yichuan Zhang:
LGAT: A novel model for multivariate time series anomaly detection with improved anomaly transformer and learning graph structures. Neurocomputing 617: 129024 (2025)- [j28]Tao Sheng, Yun Xiong, Haofen Wang, Yao Zhang, Siqi Wang, Weinan Zhang:
Deep reinforcement learning for community architectural layout generation. Knowl. Inf. Syst. 67(3): 2453-2480 (2025) - [j27]Yao Zhang, Yun Xiong, Yiheng Sun, Yucheng Jin, Caihua Shan, Tian Lu, Hui Song, Shengli Sun:
CauseRuDi: Explaining Behavior Sequence Models by Causal Statistics Generation and Rule Distillation. IEEE Trans. Knowl. Data Eng. 37(1): 116-129 (2025) - [c119]Tianyu Qiu, Yi Xie, Hao Niu, Yun Xiong, Xiaofeng Gao:
Enhancing Masked Time-Series Modeling via Dropping Patches. AAAI 2025: 20077-20085 - [c118]Yunfan Gao, Yun Xiong, Zhongyuan Hu, Yiming Zhang, Meng Wang, Haofen Wang:
Cognitive Bias and Reassignment: Who Can Contribute High Quality LLM Data. AAAI 2025: 28007-28014 - [i37]Yunfan Gao, Yun Xiong, Wenlong Wu, Zijing Huang, Bohan Li, Haofen Wang:
U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-Haystack. CoRR abs/2503.00353 (2025) - [i36]Siwei Zhang, Yun Xiong, Yateng Tang, Xi Chen, Zian Jia, Zehao Gu, Jiarong Xu, Jiawei Zhang:
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models. CoRR abs/2503.14411 (2025) - 2024
- [j26]Haiting Sun, Peng Tian, Yun Xiong, Yao Zhang, Yali Xiang, Xing Jia, Haofen Wang:
DynamiSE: dynamic signed network embedding for link prediction. Mach. Learn. 113(7): 4037-4053 (2024) - [j25]Yi Xie, Yun Xiong, Xiaofeng Gao, Jiadong Chen, Yao Zhang, Xian Wu, Chao Chen:
LAMEE: a light all-MLP framework for time series prediction empowering recommendations. World Wide Web (WWW) 27(2): 13 (2024) - [j24]Yucheng Jin, Maoyi Wang, Yun Xiong, Zhizhou Ren, Cuiying Huo, Feng Zhu, Jiawei Zhang, Guangzhong Wang, Haoran Chen:
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning. World Wide Web (WWW) 27(4): 44 (2024) - [c117]Zhuoxi Bai, Ning Wu, Fengyu Cai, Xinyi Zhu, Yun Xiong:
Aligning Large Language Model with Direct Multi-Preference Optimization for Recommendation. CIKM 2024: 76-86 - [c116]Xi Chen, Yun Xiong, Siwei Zhang, Jiawei Zhang, Yao Zhang, Shiyang Zhou, Xixi Wu, Mingyang Zhang, Tengfei Liu, Weiqiang Wang:
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning. CIKM 2024: 301-311 - [c115]Zehao Gu, Shiyang Zhou, Yun Xiong, Yang Luo, Hongrun Ren, Qiang Wang, Xiaofeng Gao, Philip S. Yu:
MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting. CIKM 2024: 685-694 - [c114]Yingying Wang, Yun Xiong, Xixi Wu, Xiangguo Sun, Jiawei Zhang, Guangyong Zheng:
DDIPrompt: Drug-Drug Interaction Event Prediction based on Graph Prompt Learning. CIKM 2024: 2431-2441 - [c113]Kaiyu Xiong, Yucheng Jin, Yun Xiong, Jiawei Zhang:
GetCom: An Efficient and Generalizable Framework for Community Detection. CIKM 2024: 2650-2659 - [c112]Biao Yang, Yun Xiong, Xi Chen, Xuejing Feng, Meng Wang, Jun Ma:
ST-ECP: A Novel Spatial-Temporal Framework for Energy Consumption Prediction of Vehicle Trajectory. CIKM 2024: 2807-2816 - [c111]Shiyang Zhou, Zehao Gu, Yun Xiong, Yang Luo, Qiang Wang, Xiaofeng Gao:
REDI: Recurrent Diffusion Model for Probabilistic Time Series Forecasting. CIKM 2024: 3505-3514 - [c110]Shuaibin Huang, Yun Xiong, Yi Xie, Tianyu Qiu, Guangzhong Wang:
Robust Sequence-Based Self-Supervised Representation Learning for Anti-Money Laundering. CIKM 2024: 4571-4578 - [c109]Maoyi Wang, Jiajie Shen, Jack Mao, Jihan Dai, Bochun Wu, Yun Xiong, Xin Wang:
Enhancing Crowding Event Detection on Campus with Multidimensional Logs: A Meta-Heuristic Search Approach. COCOON (2) 2024: 332-342 - [c108]Hao Niu, Maoyi Wang, Yun Xiong, Biao Yang, Xing Jia, Zhonglei Guo:
Linking Adaptive Structure Induction and Neuron Filtering: A Spectral Perspective for Aspect-based Sentiment Analysis. LREC/COLING 2024: 10584-10597 - [c107]Yucheng Jin, Yun Xiong, Juncheng Fang, Xixi Wu, Dongxiao He, Xing Jia, Bingchen Zhao, Philip S. Yu:
Beyond the Known: Novel Class Discovery for Open-World Graph Learning. DASFAA (6) 2024: 117-133 - [c106]Zhuoxi Bai, Kuo Su, Xinyi Zhu, Yun Xiong:
Improving Alignment and Uniformity of Expert Representation with Contrastive Learning for Mixture-of-Experts Model. DASFAA (7) 2024: 287-299 - [c105]Mingsi Jiang, Mi Wen, Yun Xiong, Weiwei Li:
An Approach for APT Attack Scenario Construction Based on Dynamic Attack Graphs. GLOBECOM 2024: 3087-3092 - [c104]Hao Niu, Yun Xiong, Xiaosu Wang, Biao Yang, Yao Zhang:
How Does Textual Information Selection Influence Time Series Forecasting? A Cross-modal Perspective on Financial Volatility Prediction. ICME 2024: 1-6 - [c103]Xinyu Gao, Yun Xiong, Deze Wang, Zhenhan Guan, Zejian Shi, Haofen Wang, Shanshan Li:
Preference-Guided Refactored Tuning for Retrieval Augmented Code Generation. ASE 2024: 65-77 - [c102]Xixi Wu, Kaiyu Xiong, Yun Xiong, Xiaoxin He, Yao Zhang, Yizhu Jiao, Jiawei Zhang:
ProCom: A Few-shot Targeted Community Detection Algorithm. KDD 2024: 3414-3424 - [c101]Siwei Zhang, Xi Chen, Yun Xiong, Xixi Wu, Yao Zhang, Yongrui Fu, Yinglong Zhao, Jiawei Zhang:
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling. KDD 2024: 4290-4301 - [c100]Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen, Qiang Wang, Haihong Li:
Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance. KDD 2024: 6037-6048 - [c99]Xixi Wu, Yifei Shen, Caihua Shan, Kaitao Song, Siwei Wang, Bohang Zhang, Jiarui Feng, Hong Cheng, Wei Chen, Yun Xiong, Dongsheng Li:
Can Graph Learning Improve Planning in LLM-based Agents? NeurIPS 2024 - [c98]Zian Jia, Yun Xiong, Yuhong Nan, Yao Zhang, Jinjing Zhao, Mi Wen:
MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning. USENIX Security Symposium 2024 - [i35]Xi Chen, Siwei Zhang, Yun Xiong, Xixi Wu, Jiawei Zhang, Xiangguo Sun, Yao Zhang, Feng Zhao, Yulin Kang:
Prompt Learning on Temporal Interaction Graphs. CoRR abs/2402.06326 (2024) - [i34]Yu Feng, Xing Shi, Mengli Cheng, Yun Xiong:
DiffPoint: Single and Multi-view Point Cloud Reconstruction with ViT Based Diffusion Model. CoRR abs/2402.11241 (2024) - [i33]Yingying Wang, Yun Xiong, Xixi Wu, Xiangguo Sun, Jiawei Zhang:
DDIPrompt: Drug-Drug Interaction Event Prediction based on Graph Prompt Learning. CoRR abs/2402.11472 (2024) - [i32]Yucheng Jin, Yun Xiong, Juncheng Fang, Xixi Wu, Dongxiao He, Xing Jia, Bingchen Zhao, Philip S. Yu:
Beyond the Known: Novel Class Discovery for Open-world Graph Learning. CoRR abs/2403.19907 (2024) - [i31]Zhuoxi Bai, Ning Wu, Fengyu Cai, Xinyi Zhu, Yun Xiong:
Finetuning Large Language Model for Personalized Ranking. CoRR abs/2405.16127 (2024) - [i30]Xixi Wu, Yifei Shen, Caihua Shan, Kaitao Song, Siwei Wang, Bohang Zhang, Jiarui Feng, Hong Cheng, Wei Chen, Yun Xiong, Dongsheng Li:
Can Graph Learning Improve Task Planning? CoRR abs/2405.19119 (2024) - [i29]Siwei Zhang, Xi Chen, Yun Xiong, Xixi Wu, Yao Zhang, Yongrui Fu, Yinglong Zhao, Jiawei Zhang:
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling. CoRR abs/2406.11891 (2024) - [i28]Xi Chen, Yun Xiong, Siwei Zhang, Jiawei Zhang, Yao Zhang, Shiyang Zhou, Xixi Wu, Mingyang Zhang, Tengfei Liu, Weiqiang Wang:
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning. CoRR abs/2407.18523 (2024) - [i27]Yunfan Gao, Yun Xiong, Meng Wang, Haofen Wang:
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks. CoRR abs/2407.21059 (2024) - [i26]Xixi Wu, Kaiyu Xiong, Yun Xiong, Xiaoxin He, Yao Zhang, Yizhu Jiao, Jiawei Zhang:
ProCom: A Few-shot Targeted Community Detection Algorithm. CoRR abs/2408.07369 (2024) - [i25]Sijia Peng, Yun Xiong, Yangyong Zhu, Zhiqiang Shen:
Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need. CoRR abs/2408.15997 (2024) - [i24]Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen:
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis. CoRR abs/2409.03986 (2024) - [i23]Xinyu Gao, Yun Xiong, Deze Wang, Zhenhan Guan, Zejian Shi, Haofen Wang, ShanShan Li:
Preference-Guided Refactored Tuning for Retrieval Augmented Code Generation. CoRR abs/2409.15895 (2024) - [i22]Tianyu Qiu, Yi Xie, Yun Xiong, Hao Niu, Xiaofeng Gao:
Enhancing Masked Time-Series Modeling via Dropping Patches. CoRR abs/2412.15315 (2024) - 2023
- [j23]Yucheng Jin, Yun Xiong, Dan Shi, Yifei Lin, Lifang He, Yao Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang:
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. J. Am. Medical Informatics Assoc. 30(3): 438-446 (2023) - [j22]Yi Xie, Yun Xiong, Jiawei Zhang, Chao Chen, Yao Zhang, Jie Zhao, Yizhu Jiao, Jinjing Zhao, Yangyong Zhu:
Temporal super-resolution traffic flow forecasting via continuous-time network dynamics. Knowl. Inf. Syst. 65(11): 4687-4712 (2023) - [j21]Yanfei Wang, Kai Zhang, Kejie Lu, Yun Xiong, Mi Wen:
Practical black-box adversarial attack on open-set recognition: Towards robust autonomous driving. Peer Peer Netw. Appl. 16(1): 295-311 (2023) - [c97]Beichen Kang, Yao Zhang, Yun Xiong, Xing Jia, Jianbo Jiao, Ji Li:
Bridging the Gap: Cross-modal Knowledge Driven Network for Radiology Report Generation. BIBM 2023: 1202-1209 - [c96]Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Jiawei Zhang:
Dual Intents Graph Modeling for User-centric Group Discovery. CIKM 2023: 2716-2725 - [c95]Siwei Zhang, Yun Xiong, Yao Zhang, Yiheng Sun, Xi Chen, Yizhu Jiao, Yangyong Zhu:
RDGSL: Dynamic Graph Representation Learning with Structure Learning. CIKM 2023: 3174-3183 - [c94]Siwei Zhang, Yun Xiong, Yao Zhang, Xixi Wu, Yiheng Sun, Jiawei Zhang:
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation. CIKM 2023: 3216-3225 - [c93]Beichen Kang, Xiaosu Wang, Yun Xiong, Yao Zhang, Chaofan Zhou, Yangyong Zhu, Jiawei Zhang, Chunlei Tang:
Automatic ICD Coding Based on Segmented ClinicalBERT with Hierarchical Tree Structure Learning. DASFAA (4) 2023: 250-265 - [c92]Mingxia Wang, Yun Xiong, Yao Zhang, Philip S. Yu, Yangyong Zhu:
Hierarchical Encoder-Decoder with Addressable Memory Network for Diagnosis Prediction. DASFAA (4) 2023: 266-275 - [c91]Mingxia Wang, Peng Tian, Yun Xiong, Jingwen Yue, Yao Zhang, Chunlei Tang:
MulEA: Multi-type Entity Alignment of Heterogeneous Medical Knowledge Graphs. DASFAA (2) 2023: 732-741 - [c90]Haiting Sun, Peng Tian, Yun Xiong, Yao Zhang, Yali Xiang, Xing Jia, Haofen Wang:
DynamiSE: Dynamic Signed Network Embedding for Link Prediction. DSAA 2023: 1-2 - [c89]Xing Jia, Yun Xiong, Yao Zhang, Li Luo:
Multi-Modal Fusion with Semantic Supervision for Radiology Report Generation. ECAI 2023: 1140-1147 - [c88]Hao Niu, Yun Xiong, Xiaosu Wang, Wenjing Yu, Yao Zhang, Zhonglei Guo:
Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective. EMNLP (Findings) 2023: 1113-1126 - [c87]Hao Niu, Yun Xiong, Xiaosu Wang, Wenjing Yu, Yao Zhang, Weizu Yang:
KeFVP: Knowledge-enhanced Financial Volatility Prediction. EMNLP (Findings) 2023: 11499-11513 - [c86]Yang Luo, Zehao Gu, Shiyang Zhou, Yun Xiong, Xiaofeng Gao:
Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized Urban Event Prediction. ICDM 2023: 468-477 - [c85]Tingting Xu, Xiaoliang Wang, Chen Tian, Yun Xiong, Yun Lin, Baoliu Ye:
CLIP: Accelerating Features Deployment for Programmable Switch. INFOCOM 2023: 1-10 - [c84]Zejian Shi, Yun Xiong, Yao Zhang, Zhijie Jiang, Jinjing Zhao, Lei Wang, Shanshan Li:
Improving Code Search with Multi-Modal Momentum Contrastive Learning. ICPC 2023: 280-291 - [c83]Xi Chen, Yun Xiong, Siqi Wang, Haofen Wang, Tao Sheng, Yao Zhang, Yu Ye:
ReCo: A Dataset for Residential Community Layout Planning. ACM Multimedia 2023: 397-405 - [c82]Zhijie Jiang, Haixu Xiong, Yingwei Ma, Yao Zhang, Yan Ding, Yun Xiong, Shanshan Li:
Automatic Code Annotation Generation Based on Heterogeneous Graph Structure. SANER 2023: 497-508 - [c81]Xiaosu Wang, Yun Xiong, Beichen Kang, Yao Zhang, Philip S. Yu, Yangyong Zhu:
Reducing Negative Effects of the Biases of Language Models in Zero-Shot Setting. WSDM 2023: 904-912 - [c80]Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Jiawei Zhang, Yangyong Zhu, Philip S. Yu:
ConsRec: Learning Consensus Behind Interactions for Group Recommendation. WWW 2023: 240-250 - [c79]Yao Zhang, Yun Xiong, Yongxiang Liao, Yiheng Sun, Yucheng Jin, Xuehao Zheng, Yangyong Zhu:
TIGER: Temporal Interaction Graph Embedding with Restarts. WWW 2023: 478-488 - [d2]Xi Chen, Yun Xiong, Siqi Wang, Haofen Wang, Tao Sheng, Yao Zhang, Yu Ye:
ReCo:Residential Community Layout Planning Dataset. IEEE DataPort, 2023
- [i21]Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Jiawei Zhang, Yangyong Zhu, Philip S. Yu:
ConsRec: Learning Consensus Behind Interactions for Group Recommendation. CoRR abs/2302.03555 (2023) - [i20]Yao Zhang, Yun Xiong, Yongxiang Liao, Yiheng Sun, Yucheng Jin, Xuehao Zheng, Yangyong Zhu:
TIGER: Temporal Interaction Graph Embedding with Restarts. CoRR abs/2302.06057 (2023) - [i19]Yunfan Gao, Tao Sheng, Youlin Xiang, Yun Xiong, Haofen Wang, Jiawei Zhang:
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System. CoRR abs/2303.14524 (2023) - [i18]Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Jiawei Zhang:
Dual Intents Graph Modeling for User-centric Group Discovery. CoRR abs/2308.05013 (2023) - [i17]Xi Chen, Yongxiang Liao, Yun Xiong, Yao Zhang, Siwei Zhang, Jiawei Zhang, Yiheng Sun:
SPEED: Streaming Partition and Parallel Acceleration for Temporal Interaction Graph Embedding. CoRR abs/2308.14129 (2023) - [i16]Siwei Zhang, Yun Xiong, Yao Zhang, Xixi Wu, Yiheng Sun, Jiawei Zhang:
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation. CoRR abs/2309.02012 (2023) - [i15]Siwei Zhang, Yun Xiong, Yao Zhang, Yiheng Sun, Xi Chen, Yizhu Jiao, Yangyong Zhu:
RDGSL: Dynamic Graph Representation Learning with Structure Learning. CoRR abs/2309.02025 (2023) - [i14]Zian Jia, Yun Xiong, Yuhong Nan, Yao Zhang, Jinjing Zhao, Mi Wen:
MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning. CoRR abs/2310.09831 (2023) - [i13]Hao Niu, Yun Xiong, Xiaosu Wang, Philip S. Yu:
Joint Learning of Local and Global Features for Aspect-based Sentiment Classification. CoRR abs/2311.01030 (2023) - [i12]Xiangguo Sun, Jiawen Zhang, Xixi Wu, Hong Cheng, Yun Xiong, Jia Li:
Graph Prompt Learning: A Comprehensive Survey and Beyond. CoRR abs/2311.16534 (2023) - [i11]Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Qianyu Guo, Meng Wang, Haofen Wang:
Retrieval-Augmented Generation for Large Language Models: A Survey. CoRR abs/2312.10997 (2023) - 2022
- [j20]Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, Yangyong Zhu:
Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs. Knowl. Inf. Syst. 64(1): 235-260 (2022) - [j19]Xiaoxia Wang, Yifei Lin, Yun Xiong, Suhua Zhang, Yanming He, Yuqing He, Zhikun Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang:
Using an optimized generative model to infer the progression of complications in type 2 diabetes patients. BMC Medical Informatics Decis. Mak. 22(1): 174 (2022) - [j18]Hu-Chen Liu, Xue Luan, MengChu Zhou, Yun Xiong:
A New Linguistic Petri Net for Complex Knowledge Representation and Reasoning. IEEE Trans. Knowl. Data Eng. 34(3): 1011-1020 (2022) - [j17]Yao Zhang, Sijia Peng, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu:
Multi-task attributed graphical lasso and its application in fund classification. World Wide Web 25(3): 1425-1446 (2022) - [c78]Yunfan Gao, Dong Han, Haofen Wang, Maohong Zhang, Fangjie Hou, Dongqing Yu, Yun Xiong:
GeoGTI: Towards a General, Transferable and Interpretable Site Recommendation. WISA 2022: 559-571 - [c77]Xing Jia, Yun Xiong, Jiawei Zhang, Yao Zhang, Yangyong Zhu, Philip S. Yu:
Few-Shot Radiology Report Generation via Knowledge Transfer and Multi-modal Alignment. BIBM 2022: 1574-1579 - [c76]Yao Zhang, Yun Xiong, Yiheng Sun, Caihua Shan, Tian Lu, Hui Song, Yangyong Zhu:
RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation. CIKM 2022: 2651-2660 - [c75]Hao Niu, Yun Xiong, Jian Gao, Zhongchen Miao, Xiaosu Wang, Hongrun Ren, Yao Zhang, Yangyong Zhu:
Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification. COLING 2022: 6827-6836 - [c74]Yi Xie, Yun Xiong, Yangyong Zhu, Philip S. Yu, Cheng Jin, Qiang Wang, Haihong Li:
Concurrent Transformer for Spatial-Temporal Graph Modeling. DASFAA (3) 2022: 314-321 - [c73]Zian Jia, Xiaosu Wang, Yun Xiong, Yao Zhang, Jinjing Zhao:
AISLE: Self-supervised Representation Learning for the Investigation of Advanced Persistent Threat. DSC 2022: 360-366 - [c72]Jingxia Xu, Yun Xiong:
Algorithmic Trading Strategies for Informed Traders. ICBDT 2022: 160-164 - [c71]Deze Wang, Zhouyang Jia, Shanshan Li, Yue Yu, Yun Xiong, Wei Dong, Xiangke Liao:
Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding. ICSE 2022: 287-298 - [c70]Zejian Shi, Yun Xiong, Xiaolong Zhang, Yao Zhang, Shanshan Li, Yangyong Zhu:
Cross-Modal Contrastive Learning for Code Search. ICSME 2022: 94-105 - [c69]Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Caihua Shan, Yiheng Sun, Yangyong Zhu, Philip S. Yu:
CLARE: A Semi-supervised Community Detection Algorithm. KDD 2022: 2059-2069 - [c68]Wensen Jiang, Yizhu Jiao, Qingqin Wang, Chuanming Liang, Lijie Guo, Yao Zhang, Zhijun Sun, Yun Xiong, Yangyong Zhu:
Triangle Graph Interest Network for Click-through Rate Prediction. WSDM 2022: 401-409 - [i10]Wensen Jiang, Yizhu Jiao, Qingqin Wang, Chuanming Liang, Lijie Guo, Yao Zhang, Zhijun Sun, Yun Xiong, Yangyong Zhu:
Triangle Graph Interest Network for Click-through Rate Prediction. CoRR abs/2202.02698 (2022) - [i9]Xi Chen, Yun Xiong, Siqi Wang, Haofen Wang, Tao Sheng, Yao Zhang, Yu Ye:
ReCo: A Dataset for Residential Community Layout Planning. CoRR abs/2206.04678 (2022) - [i8]Yao Zhang, Yun Xiong, Yiheng Sun, Caihua Shan, Tian Lu, Hui Song, Yangyong Zhu:
RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation. CoRR abs/2208.07211 (2022) - [i7]Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Caihua Shan, Yiheng Sun, Yangyong Zhu, Philip S. Yu:
CLARE: A Semi-supervised Community Detection Algorithm. CoRR abs/2210.08274 (2022) - 2021
- [j16]Chunlei Tang, Joseph M. Plasek, Xiao Shi, Meihan Wan, Haohan Zhang, Min-Jeoung Kang, Liqin Wang, Sevan M. Dulgarian, Yun Xiong, Jing Ma, David W. Bates, Li Zhou:
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance. IEEE J. Biomed. Health Informatics 25(1): 175-180 (2021) - [j15]Yao Zhang, Yun Xiong, Xiangnan Kong, Zhuang Niu, Yangyong Zhu:
IGE+: A Framework for Learning Node Embeddings in Interaction Graphs. IEEE Trans. Knowl. Data Eng. 33(3): 1032-1044 (2021) - [j14]Yun Xiong, Yizhou Zhang, Xiangnan Kong, Huidi Chen, Yangyong Zhu:
GraphInception: Convolutional Neural Networks for Collective Classification in Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. 33(5): 1960-1972 (2021) - [j13]Hu-Chen Liu, Dong-Hui Xu, Chunyan Duan, Yun Xiong:
Pythagorean Fuzzy Petri Nets for Knowledge Representation and Reasoning in Large Group Context. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 5261-5271 (2021) - [c67]Joseph M. Plasek, Chunlei Tang, Xiaoxia Wang, Yun Xiong, Yangyong Zhu, Yanming He, Patricia C. Dykes, David W. Bates, Li Zhou:
Addressing Disparities in Diabetes Using Temporal Fairness Models. AMIA 2021 - [c66]Xing Jia, Yun Xiong, Jiawei Zhang, Yao Zhang, Suzanne V. Blackley, Yangyong Zhu, Chunlei Tang:
Radiology Report Generation for Rare Diseases via Few-shot Transformer. BIBM 2021: 1347-1352 - [c65]Xiaosu Wang, Yun Xiong, Hao Niu, Yao Zhang, Yangyong Zhu:
C2BERT: Cross-contrast BERT for Chinese Biomedical Sentence Representation. BIBM 2021: 1569-1574 - [c64]Ziwei Fan, Zhiwei Liu, Jiawei Zhang, Yun Xiong, Lei Zheng, Philip S. Yu:
Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer. CIKM 2021: 433-442 - [c63]Xiaosu Wang, Yun Xiong, Hao Niu, Jingwen Yue, Yangyong Zhu, Philip S. Yu:
Improving Chinese Character Representation with Formation Graph Attention Network. CIKM 2021: 1999-2009 - [c62]Yao Zhang, Yun Xiong, Dongsheng Li, Caihua Shan, Kan Ren, Yangyong Zhu:
CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph. CIKM 2021: 2627-2636 - [c61]Jingxia Xu, Jijin Geng, Yang Yu, Yun Xiong:
Exploring the Role of Intermediaries in Dual-Special Purpose Vehicle Mode REITs. ICBDT 2021: 36-40 - [c60]Xiaosu Wang, Yun Xiong, Hao Niu, Jingwen Yue, Yangyong Zhu, Philip S. Yu:
BioHanBERT: A Hanzi-aware Pre-trained Language Model for Chinese Biomedical Text Mining. ICDM 2021: 1415-1420 - [c59]Yu Duan, Yun Xiong, Yao Zhang, Yuwei Fu, Yangyong Zhu:
HSGMP: Heterogeneous Scene Graph Message Passing for Cross-modal Retrieval. ICMR 2021: 82-91 - [c58]Qingqin Wang, Yun Xiong, Yao Zhang, Jiawei Zhang, Yangyong Zhu:
AutoCite: Multi-Modal Representation Fusion for Contextual Citation Generation. WSDM 2021: 788-796 - [c57]Huidi Chen, Yun Xiong, Yangyong Zhu, Philip S. Yu:
Highly Liquid Temporal Interaction Graph Embeddings. WWW 2021: 1639-1648 - [i6]Ziwei Fan, Zhiwei Liu, Jiawei Zhang, Yun Xiong, Lei Zheng, Philip S. Yu:
Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer. CoRR abs/2108.06625 (2021) - [i5]Deze Wang, Zhouyang Jia, Shanshan Li, Yue Yu, Yun Xiong, Wei Dong, Xiangke Liao:
Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding. CoRR abs/2112.02268 (2021) - 2020
- [j12]Xue-Guo Xu, Yun Xiong, Dong-Hui Xu, Hu-Chen Liu:
Bipolar fuzzy Petri nets for knowledge representation and acquisition considering non-cooperative behaviors. Int. J. Mach. Learn. Cybern. 11(10): 2297-2311 (2020) - [j11]Xingxing Li, Yiting Zhu, Kai Zheng, Yongqiang Yuan, Gege Liu, Yun Xiong:
Precise Orbit and Clock Products of Galileo, BDS and QZSS from MGEX Since 2018: Comparison and PPP Validation. Remote. Sens. 12(9): 1415 (2020) - [j10]Hu-Chen Liu, Xue Luan, Wanlong Lin, Yun Xiong:
Grey Reasoning Petri Nets for Large Group Knowledge Representation and Reasoning. IEEE Trans. Fuzzy Syst. 28(12): 3315-3329 (2020) - [c56]Tianyi Tao, Yun Xiong, Guosen Wang, Yao Zhang, Peng Tian, Yangyong Zhu:
IASR: An Item-Level Attentive Social Recommendation Model for Personalized Ranking. APWeb/WAIM (1) 2020: 394-408 - [c55]Qingqin Wang, Yun Xiong, Yangyong Zhu, Philip S. Yu:
KASR: Knowledge-Aware Sequential Recommendation. APWeb/WAIM (1) 2020: 493-508 - [c54]Yao Zhang, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu:
Multi-task Attributed Graphical Lasso. APWeb/WAIM (1) 2020: 670-684 - [c53]Xing Jia, Yun Xiong, Jiawei Zhang, Yao Zhang, Yangyong Zhu:
Few-shot Radiology Report Generation for Rare Diseases. BIBM 2020: 601-608 - [c52]Yali Xiang, Yun Xiong, Yangyong Zhu:
TI-GCN: A Dynamic Network Embedding Method with Time Interval Information. IEEE BigData 2020: 838-847 - [c51]Tianqi Zhang, Yun Xiong, Jiawei Zhang, Yao Zhang, Yizhu Jiao, Yangyong Zhu:
CommDGI: Community Detection Oriented Deep Graph Infomax. CIKM 2020: 1843-1852 - [c50]Huidi Chen, Yun Xiong, Changdong Wang, Yangyong Zhu, Wei Wang:
SpEC: Sparse Embedding-Based Community Detection in Attributed Graphs. DASFAA (3) 2020: 53-69 - [c49]Yun Xiong, Shaofeng Xu, Keyao Rong, Xinyue Liu, Xiangnan Kong, Shanshan Li, Philip S. Yu, Yangyong Zhu:
Code2Text: Dual Attention Syntax Annotation Networks for Structure-Aware Code Translation. DASFAA (3) 2020: 87-103 - [c48]Tao Lei, Yun Xiong, Peng Tian, Yangyong Zhu:
MinSR: Multi-level Interests Network for Session-Based Recommendation. DASFAA (2) 2020: 650-657 - [c47]Yi Xie, Yun Xiong, Yangyong Zhu:
SAST-GNN: A Self-Attention Based Spatio-Temporal Graph Neural Network for Traffic Prediction. DASFAA (1) 2020: 707-714 - [c46]Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, Yangyong Zhu:
Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning. ICDM 2020: 222-231 - [c45]Yao Zhang, Yun Xiong, Yun Ye, Tengfei Liu, Weiqiang Wang, Yangyong Zhu, Philip S. Yu:
SEAL: Learning Heuristics for Community Detection with Generative Adversarial Networks. KDD 2020: 1103-1113 - [d1]Chunlei Tang, Dan Shi, Xiao Shi, Yun Xiong:
An annotated dataset of tongue images. IEEE DataPort, 2020 - [i4]Yi Xie, Yun Xiong, Yangyong Zhu:
ISTD-GCN: Iterative Spatial-Temporal Diffusion Graph Convolutional Network for Traffic Speed Forecasting. CoRR abs/2008.03970 (2020) - [i3]Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, Yangyong Zhu:
Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning. CoRR abs/2009.10273 (2020)
2010 – 2019
- 2019
- [j9]Xiao-Yang Li, Ze-Ling Wang, Yun Xiong, Hu-Chen Liu:
A Novel Failure Mode and Effect Analysis Approach Integrating Probabilistic Linguistic Term Sets and Fuzzy Petri Nets. IEEE Access 7: 54918-54928 (2019) - [j8]Xiao-Yang Li, Yun Xiong, Chun-Yan Duan, Hu-Chen Liu:
Failure mode and effect analysis using interval type-2 fuzzy sets and fuzzy Petri nets. J. Intell. Fuzzy Syst. 37(1): 693-709 (2019) - [j7]Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Min-Jeoung Kang, Haokai Sheng, Yun Xiong, David W. Bates, Li Zhou:
A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes. BMC Medical Informatics Decis. Mak. 19-S(8): 258 (2019) - [j6]Xingxing Li, Jiaqi Wu, Keke Zhang, Xin Li, Yun Xiong, Qian Zhang:
Real-Time Kinematic Precise Orbit Determination for LEO Satellites Using Zero-Differenced Ambiguity Resolution. Remote. Sens. 11(23): 2815 (2019) - [c44]Zhikun Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Min-Jeoung Kang, Patricia C. Dykes, David W. Bates, Li Zhou:
Data Reconstruction Based on Temporal Expressions in Clinical Notes. BIBM 2019: 1004-1008 - [c43]Yuwei Fu, Yun Xiong, Philip S. Yu, Tianyi Tao, Yangyong Zhu:
Metapath Enhanced Graph Attention Encoder for HINs Representation Learning. IEEE BigData 2019: 1103-1110 - [c42]Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yangyong Zhu:
Collective Link Prediction Oriented Network Embedding with Hierarchical Graph Attention. CIKM 2019: 419-428 - [c41]Xiancheng Xie, Yun Xiong, Philip S. Yu, Yangyong Zhu:
EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation. CIKM 2019: 649-658 - [c40]Xiancheng Xie, Yun Xiong, Philip S. Yu, Kangan Li, Suhua Zhang, Yangyong Zhu:
Attention-Based Abnormal-Aware Fusion Network for Radiology Report Generation. DASFAA (3) 2019: 448-452 - [c39]Shaofeng Xu, Yun Xiong, Xiangnan Kong, Yangyong Zhu:
Net2Text: An Edge Labelling Language Model for Personalized Review Generation. DASFAA (1) 2019: 484-500 - [c38]Yun Xiong, Yao Zhang, Hanjie Fu, Wei Wang, Yangyong Zhu, Philip S. Yu:
DynGraphGAN: Dynamic Graph Embedding via Generative Adversarial Networks. DASFAA (1) 2019: 536-552 - [c37]Qingqin Wang, Yun Xiong, Yangyong Zhu:
GAN-Based Deep Matrix Factorization for Recommendation Systems. ICDS 2019: 396-406 - [c36]Yao Zhang, Yun Xiong, Lu Ruan, Xiangnan Kong, Yangyong Zhu:
NetMerger: Predicting Cross-network Links in Merged Heterogeneous Networks. WI (Companion) 2019: 21-28 - [i2]Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yangyong Zhu:
Collective Link Prediction Oriented Network Embedding with Hierarchical Graph Attention. CoRR abs/1910.05736 (2019) - 2018
- [j5]Yun Xiong, Yizhou Zhang, Xiangnan Kong, Yangyong Zhu:
NetCycle+: A Framework for Collective Evolution Inference in Dynamic Heterogeneous Networks. IEEE Trans. Knowl. Data Eng. 30(8): 1547-1560 (2018) - [c35]Haohan Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Jing Ma, Li Zhou, David W. Bates:
RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients. AMIA 2018 - [c34]Shaofeng Xu, Yun Xiong:
Automatic Generation of Pseudocode with Attention Seq2seq Model. APSEC 2018: 711-712 - [c33]Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Yun Xiong, David W. Bates, Li Zhou:
A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression. BIBM 2018: 502-509 - [c32]Yun Xiong, Lu Ruan, Mengjie Guo, Chunlei Tang, Xiangnan Kong, Yangyong Zhu, Wei Wang:
Predicting Disease-related Associations by Heterogeneous Network Embedding. BIBM 2018: 548-555 - [c31]Chang Liao, Yun Xiong, Xiangnan Kong, Yangyong Zhu:
Tracking Dynamic Magnet Communities: Insights from a Network Perspective. DASFAA (1) 2018: 406-424 - [c30]Chang Liao, Yun Xiong, Xiangnan Kong, Yangyong Zhu, Shimin Zhao, Shanshan Li:
Functional-Oriented Relationship Strength Estimation: From Online Events to Offline Interactions. DASFAA (1) 2018: 442-459 - [c29]Yuanliang Zhang, Shanshan Li, Xiangyang Xu, Xiangke Liao, Shazhou Yang, Yun Xiong:
ConfigFile++: Automatic comment enhancement for misconfiguration prevention. MaLTeSQuE 2018: 37-42 - [c28]Yizhou Zhang, Yun Xiong, Xiangnan Kong, Shanshan Li, Jinhong Mi, Yangyong Zhu:
Deep Collective Classification in Heterogeneous Information Networks. WWW 2018: 399-408 - 2017
- [c27]Chunlei Tang, Haohan Zhang, Kenneth H. Lai, Yuxuan She, Yun Xiong, Li Zhou:
Developing a regional classifier to track patient needs in medical literature using spiral timelines on a geographical map. BIBM 2017: 874-879 - [c26]Yao Zhang, Yun Xiong, Xiangnan Kong, Yangyong Zhu:
Learning Node Embeddings in Interaction Graphs. CIKM 2017: 397-406 - [c25]Shulin Zhou, Shanshan Li, Xiaodong Liu, Xiangyang Xu, Si Zheng, Xiangke Liao, Yun Xiong:
Easier Said Than Done: Diagnosing Misconfiguration via Configuration Constraints Analysis: A Study of the Variance of Configuration Constraints in Source Code. EASE 2017: 196-201 - [c24]Yao Zhang, Yun Xiong, Xinyue Liu, Xiangnan Kong, Yangyong Zhu:
Meta-Path Graphical Lasso for Learning Heterogeneous Connectivities. SDM 2017: 642-650 - [c23]Guandong Sun, Yun Xiong, Yangyong Zhu:
How the Passengers Flow in Complex Metro Networks? SSDBM 2017: 23:1-23:6 - 2016
- [c22]Yizhou Zhang, Yun Xiong, Xiangnan Kong, Yangyong Zhu:
NetCycle: Collective Evolution Inference in Heterogeneous Information Networks. KDD 2016: 1365-1374 - [c21]Shulin Zhou, Xiaodong Liu, Shanshan Li, Wei Dong, Xiangke Liao, Yun Xiong:
ConfMapper: Automated Variable Finding for Configuration Items in Source Code. QRS Companion 2016: 228-235 - 2015
- [j4]Yangyong Zhu, Yun Xiong:
Towards Data Science. Data Sci. J. 14: 8 (2015) - [j3]Yun Xiong, Yangyong Zhu, Philip S. Yu:
Top-k Similarity Join in Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. 27(6): 1710-1723 (2015) - [c20]Jing Sun, Yun Xiong, Yangyong Zhu, Junming Liu, Chu Guan, Hui Xiong:
Multi-source Information Fusion for Personalized Restaurant Recommendation. SIGIR 2015: 983-986 - [i1]Yangyong Zhu, Yun Xiong:
Defining Data Science. CoRR abs/1501.05039 (2015) - 2014
- [c19]Xue Bai, Yitong Wang, Heng Jiang, Zhicheng Liao, Yun Xiong, Xibin Shi:
Mining high-temperature event space-time regions in geo-referenced temperature series data. FSKD 2014: 671-676 - [c18]Congcong Li, Jing Sun, Yun Xiong, Guangyong Zheng:
An Efficient Drug-Target Interaction Mining Algorithm in Heterogeneous Biological Networks. PAKDD Workshops 2014: 65-76 - 2013
- [c17]Yun Xiong, Yangyong Zhu, Philip S. Yu, Jian Pei:
Towards Cohesive Anomaly Mining. AAAI 2013: 984-990 - [c16]Xue Bai, Yun Xiong, Yangyong Zhu, Qi Liu, Zhiyuan Chen:
Co-anomaly Event Detection in Multiple Temperature Series. KSEM 2013: 1-14 - [c15]Li Xue, Yun Xiong, Yangyong Zhu, Jianfeng Wu, Zhiyuan Chen:
Stock Trend Prediction by Classifying Aggregative Web Topic-Opinion. PAKDD (2) 2013: 173-184 - [c14]Xue Bai, Yun Xiong, Yangyong Zhu, Hengshu Zhu:
Time Series Representation: A Random Shifting Perspective. WAIM 2013: 37-50 - 2012
- [c13]Zhijie Lin, Yan Chen, Shiwei Wu, Yun Xiong, Yangyong Zhu, Guangyong Zheng:
Mining hub-based protein complexes in massive biological networks. BIBM Workshops 2012: 166-173 - [c12]Zhicheng Liao, Yun Xiong, Yangyong Zhu:
FIND - A Data Cloud Platform for Financial Data Services. DATA 2012: 117-122 - [c11]Xue Bai, Zezhen Lin, Yun Xiong, Yangyong Zhu:
Clustering Based on Yukawa Potential. SDM 2012: 672-683 - [c10]Zhijie Lin, Yun Xiong, Yangyong Zhu:
Link Prediction Using BenefitRanks in Weighted Networks. Web Intelligence 2012: 423-430 - 2010
- [c9]Yun Xiong, Junhua He, Yangyong Zhu:
TOPPER: An algorithm for mining top k patterns in biological sequences based on regularity measurement. BIBM Workshops 2010: 283-288 - [c8]Li Xue, Yun Xiong, Yangyong Zhu:
A Brain Data Integration Model Based on Multiple Ontology and Semantic Similarity. Brain Informatics 2010: 192-199 - [c7]Li Xue, Ming Chen, Yun Xiong, Yangyong Zhu:
User Navigation Behavior Mining Using Multiple Data Domain Description. Web Intelligence/IAT Workshops 2010: 132-135
2000 – 2009
- 2009
- [j2]Yun Xiong, Guangyong Zheng, Qing Yang, Yangyong Zhu:
A Collaborative Multiagent System for Mining Transcriptional Regulatory Elements. IEEE Intell. Syst. 24(3): 26-37 (2009) - [c6]Yangyong Zhu, Ning Zhong, Yun Xiong:
Data Explosion, Data Nature and Dataology. Brain Informatics 2009: 147-158 - [c5]Yun Xiong, Yangyong Zhu:
Mining Peculiarity Groups in Day-by-Day Behavioral Datasets. ICDM 2009: 578-587 - [c4]Gang Zhao, Yun Xiong, Longbing Cao, Dan Luo, Xuchun Su, Yangyong Zhu:
A Cost-Effective LSH Filter for Fast Pairwise Mining. ICDM 2009: 1088-1093 - 2008
- [j1]Guangyong Zheng, Kang Tu, Qing Yang, Yun Xiong, Chaochun Wei, Lu Xie, Yangyong Zhu, Yixue Li:
ITFP: an integrated platform of mammalian transcription factors. Bioinform. 24(20): 2416-2417 (2008) - [c3]Yun Xiong, Guangyong Zheng, Qing Yang, Yangyong Zhu:
An Agent-Based Approach to Mine Transcriptional Regulatory Elements. Web Intelligence/IAT Workshops 2008: 567-570 - 2007
- [c2]Yue Chen, Jiankui Guo, Yaqin Wang, Yun Xiong, Yangyong Zhu:
Incremental Mining of Sequential Patterns Using Prefix Tree. PAKDD 2007: 433-440 - 2005
- [c1]Yun Xiong, Yangyong Zhu:
A Multi-Supports-Based Sequential Pattern Mining Algorithm. CIT 2005: 170-174
Coauthor Index
[j28] [j27] [j26] [j25] [c116] [c102] [c101] [c98] [i35] [i29] [i28] [i26] [j23] [j22] [c97] [c96] [c95] [c94] [c93] [c92] [c91] [c90] [c89] [c88] [c87] [c84] [c83] [c82] [c81] [c80] [c79] [d2] [i21] [i20] [i18] [i17] [i16] [i15] [i14] [j20] [j17] [c77] [c76] [c75] [c73] [c70] [c69] [c68] [i10] [i9] [i8] [i7] [j15] [c66] [c65] [c62] [c59] [c58] [c56] [c54] [c53] [c51] [c46] [c45] [i3] [c38] [c36] [c26] [c24]
[i25] [j22] [c95] [c93] [c92] [c81] [c80] [c79] [i21] [i20] [i15] [j20] [j17] [c77] [c76] [c75] [c74] [c70] [c69] [c68] [i10] [i8] [i7] [j15] [j14] [c67] [c66] [c65] [c63] [c62] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [i4] [i3] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [i2] [j5] [c32] [c31] [c30] [c28] [c26] [c24] [c23] [c22] [j4] [j3] [c20] [i1] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [j2] [c6] [c5] [c4] [j1] [c3] [c2] [c1]
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