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科研进展

添加30,911字节, 2024年4月13日 (星期六)

无编辑摘要

= '''研究成果''' =

'''Selected Paper'''

2024

#Zhang J., etc.  Shapley-Optimized Reinforcement Learning for Human-Machine Collaboration Policy. In '''''Proceedings of '''''''DASFAA 2024'', Accepted

#Guo M., etc. SMILE: Spiking Multi-modal Interactive Label-guided Enhancement Network for Emotion Recognition. In '''''Proceedings of ICME 2024''''', Accepted

#Yuntao Du, Siqi Luo, yi Xin, MingCai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang. Multi-source Fully Test-Time Adaptation. In '''''Proceedings of ICLR 2024 ''''''''Workshop PML4LRs''', Accepted

#Liu Z., Xia C., He W., Wang C. Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework. In '''''Proceedings of ''''''''Coling'''''''' 2024''''', Accepted

#Liu Z., etc. '''Are Transformer-based Models More Robust than CNN-based Models?'''. '''Neural Networks''', Accepted

#Li S., etc. SEEKING SIMILARITIES WHILE REMOVING DIFFERENCES: GRAPH NEURAL NETWORKS BASED ON NODE CORRELATION. In '''''Proceedings of ICASSP 2024''''', Accepted

#Liu Z., etc. Understanding Data Augmentation from a Robustness Perspective. In '''''Proceedings of ICASSP 2024''''', Accepted

#Liu Z., etc. From Game Theory to Visual Recognition: Advancing DNN Robustness. In '''''Proceedings of ICASSP 2024''''', Accepted

#Jiang W., etc. EDOS: Diverse Outlier Sampling for Out-of-Distribution Detection. In '''''Proceedings of ICLR 2024''''', Accepted

#Liu M., Kirill K., Wang C. The Implementations and Applications of Elliptic Curve Cryptography. In '''''Proceedings of CATA 2024'''''( 39th International Conference on Computers and Their Applications), '''Best Paper Award'''.

#Feng S., Jin P., Wang C. CASE: Exploiting Intra-class Compactness and Inter-class Separability of Feature Embeddings for Out-of-Distribution Detection. In '''''Proceedings of AAAI 2024''''': 21081-21089

# Shanli Tan, Hao Cheng, Xiaohu Wu, Han Yu, Tiantian He, Yew Soon Ong, Chongjun Wang, Xiaofeng Tao. FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants. In '''''Proceedings of AAAI 2024''''': 15231-15239

#Yuntao Du, Haiyang Yang, Mingcai Chen, Hongtao Luo, Juan Jiang, Chongjun Wang. Generation, Augmentation, and Alignment: A Pseudo-Source Domain Based Method for Source-Free Domain Adaptation. In '''''Proceedings of ACML 2023''''', Accepted

#吴骏等.一种基于算法机制设计的社会法则合成方法.'''''软件学报''''', 2024, 35(3): 1440-1465

2023

#Cao M.,Chen M., Song J., Fang C., Wang C. A Flexible Debiasing Framework for Fair Heterogeneous Information Network Embedding. In '''''Proceedings of ECAI 2023''''',  2023, 343-350

#Du Y., Jiang J., Luo H., Haiyang Yang , Mingcai Chen, and Chongjun Wang. Bidirectional View based Consistency Regularization for Semi-Supervised Domain Adaptation[J]. '''Transactions on Machine Learning Research''', 2023:1-17

#Cao M., Yuan J., Yu H., Zhang B. and Wang C. Self-supervised short text classification with heterogeneous graph neural networks.'''Expert Systems'''. 2023, 40(6):

#Cheng H. etc.Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation.  In '''''Proceedings of IJCAI 2023''''', 2023, 2581-2588

#Ma C., Chen Y., Guo P., Guo J., Wang C., Guo Y. Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion. In '''''Proceedings of CVPR 2023''''', 2023:13560-13569

#Yuan J., Yu H., Cao M., Song J., Xie J., Wang C. Self-Supervised Robust Graph Neural Networks against Noisy Graphs and Noisy Labels[J]. '''''A''''''''pplied Intelligence''', 2023: 53(21): 25154-25170

#Shuai Feng, Wenyu Jiang, Mingcai Chen, Yuntao Du, Hao Cheng, Chongjun Wang.CESED: Exploiting Hyperspherical Predefined Evenly-Distributed Class Centroids for OOD Detection.  In '''''Proceedings of SDM 2023''''':262-270

#Wenyu Jiang, Yuxin Ge, Hao Cheng, Mingcai Chen, Shuai Feng, Chongjun Wang. READ: Aggregating Reconstruction Error into Out-of-distribution Detection.  In '''''Proceedings of AAAI 2023''''', 2023: 14910-14918

#Mingcai Chen, Hao Cheng, Yuntao Du, Ming Xu, Wenyu Jiang, Chongjun Wang. Two Wrongs Don’t Make a Right: Combating Confirmation Bias in Learning with Label Noise. In '''''Proceedings of AAAI 2023''''', 2023:14765-14773

#Shuwei Qian, Chongjun Wang. COM: Contrastive Masked-attention model for incomplete multimodal learning. '''''Neural Networks'''''. 2023: 162: 443-455

#Cao M., Song J., Yuan J., Zhang B. and Wang C. Title: FairHELP: Fairness-Aware Heterogeneous Information Network Embedding for Link Prediction. In '''''Proceedings of DASFAA 2023''''', 320-330

#Xin Y., Luo S., Jin P., Du Y. and Wang C. Self-Training with Label-Feature-Consistency for Domain Adaptation. In '''''Proceedings of DASFAA 2023''''', 84-89

2022

#Zhang B. Xu M. Chen M., Chen M. Wang C. CopGAT: Co-propagation Self-supervised Graph Attention Network. In '''''Proceedings of ''''''''ISPA 2022''': 18-25

#Yu H., etc. DIPool: Degree-Induced Pooling for Hierarchical Graph Representation Learning. In '''''Proceedings of ''''''''ISPA 2022''': 220-227

#Changfeng Ma, Yang Yang, Jie Guo, Fei Pan, Chongjun Wang, Yanwen Guo. Unsupervised Point Cloud Completion and Segmentation by Generative Adversarial Autoencoding Network[C]. In '''''Proceedings of ''''' '''''NIPS 2022'''''

#Zhendong Liu, Wenyu Jiang, Yi Zhang, Chongjun Wang. FIXC: A Method for Data Distribution Shifts Calibration via Feature Importance[C].  In '''''Proceedings of ''''''''ICTAI 2022''': 153-160

#Yuxin Ge, Hongtao Luo, Chen-Xuan Fang, Zhi-Wei Zhu, Chongjun Wan. MRM: Site Selection via Mutil-round Meanshift for Global Fairness[C].  In '''''Proceedings of ICTAI 2022''''': 1245-1250

#Yu H., Yuan J., Yao Y., and Wang C. ''Not All Edges are Peers: Accurate Structure-Aware Graph Pooling Networks''[J]. '''''Neural Networks''''', 2022, 156: 58-66

#Xu M., Zhang B., Cao M., Yu H., Wang C. LSEGNN: Encode Local Topology Structure in Graph Neural Networks[C]. In '''''Proceedings of ''''''''IPCCC 2022''': 49-56

#Zhang Y., Shen J., Yu C., Wang C. Views Meet Labels: Personalized Relation Refinement Network for Multiview Multilabel Learning[J].'''''IEEE Multim'''''. 2022, 29(2): 104-113

#Wu J., Cao J., Sun H., and Wang C. A Bayesian Optimal Social Law Synthesizing Mechanism for Strategic Agents[J]. '''''JAAMAS''''', 2022, 36(2)

#Du Y., Luo H., Yang H.,  Jiang J. and etc. InCo: Intermediate Prototype Contrast for Unsupervised Domain Adaptation[C]. In '''''Proceedings of ''''' '''''ECML PKDD 2022''''': 642-658

#Ming Xu, Baoming Zhang, Jinliang Yuan, Meng Cao, Chongjun Wang. NED-GNN: Detecting and Dropping Noisy Edges in Graph Neural Networks[C]. In '''''Proceedings of ''''' '''''APWeb-WAIM 2022''''': 91-105

#Xu M. etc. NC-GNN: Consistent Neighbors of Nodes Help More in Graph Neural Networks[J].'''''Wireless Communications and Mobile Computing''''', Accepted

#Lu H., Yang J., Fang W., Song X. and Wang C. A DNNs-based fusion model for COVID-19 rumor detection from online social media[J]. '''''Data Technologies and Applications''''', 2022, 56(5): 806-824

#Cui F., Chen Y., Du Y., Cao Y. and Wang C. Joint Feature and Labeling Function Adaptation for Unsupervised Domain Adaptation[C]. In '''''Proceedings of  PAKDD2022''''', 432-446

#Zhang Y. Zhu Y., Zhang Z., Wang C. Collaboration based Multi-modal Multi-label Learning[J]. '''Applied Intelligence''', 2022, 52(12): 14204-14217

#Zhang Y. Chen M. Shen J. Wang C. Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition. In '''''Proceedings of  AAAI2022''''', 9100-9108

#Chen M. Du Y., Zhang Y., Qian S. Wang C. Semi-Supervised Learning with Multi-Head Co-Training. In '''''Proceedings of  AAAI2022''''', 6278- 6286

#Jinliang Yuan, Yirong Yao,  Ming Xu, Hualei Yu, Junyuan Xie and Chongjun Wang.Graph Structure Learning based on Feature[J].'''''IDA Journal''''', 2022, 26(6): 1539-1555

#Jinliang Yuan, Meng Cao, Hao Chen, Hualei Yu, Junyuan Xie and Chongjun Wang.A Unified Structure Learning Framework for Graph Attention Networks.[J] '''''NearalComputing''''', 2022, 495: 194-204

#Zhang Y., Zhang Z., Chen M., Lu H., Zhang L., Wang C. LAMB: A Novel Algorithm of Label Collaboration based Multi-Label Learning. '''''IDA Journal''''', 2022, 26(5): 1229-1245

#Du Y., Zhang R., Zhang X., Yao Y., Lu H., Wang C. Learning transferable and discriminative features for unsupervised domain adaptation. '''''IDA Journal''''', 2022, 26(2): 407-425.

2021

#Huang Z., Zhang L., Zhang Y. Qian S. and Wang C. ransformer based Multi-output Regression Learning for Wastewater Treatment. In '''''Proceedings of  ICTAI 2021''''', 608-703

#Xiaowen Zhang, Yuntao Du, Rongbiao Xie and Chongjun Wang.Adversarial Separation Network for Cross-Network Node Classification. In '''''Proceedings of  CIKM2021''''', 2618-2626

#Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Pan, Tao Qin, Renjun Xu, Chongjjun Wang. AdaRNN: Adaptive Learning and Forecasting of Time Series In '''''Proceedings of  CIKM2021''''', 402-411

#Jinliang Yuan, Hualei Yu, Meng Cao, Ming Xu, Junyuan Xie and Chongjun Wang.Semi-Supervised and Self-Supervised Classification with Multi-View Graph Neural Networks. In '''''Proceedings of  CIKM2021''''', 2466-2476

#Zhang J., Zhang B., Li K., Xu M. and Wang C. Parallel Counterfactual Regret Minimization in Crowdsourcing Imperfect-information Expanded Game. In '''''Proceedings of  ISPA 2021''''', 1444-1451

#Zhang J., Li K., Zhang B., Xu M. and Wang C. QMIMC: Q-Learning Model Based on Imperfect-information under Multi-agent Crowdtesting. In '''''Proceedings of  ISPA 2021''''', 1110-1117

#Xu M., Zhang L., Zhang B., Cao M., Yuan J. and Wang C. EPINE: Enhanced Proximity Information Network Embedding. In '''''Proceedings of  ISPA 2021''''', 143-150

#Cao M., Yuan J., Xu M., Yu H. and Wang C. Local Structural Aware Heterogeneous Information Network Embedding Based on Relational Self-Attention Graph Neural Networ. '''''IEEE ACCESS''''', 2021, 9: 88301-88312

#He Q., Qiao Y., Yang S.  and etc.Equitable Valuation of Crowdsensing for Machine Learning via Game Theory. In '''''Proceedings of  WASA 2021''''', 133-141

#He Q., Qiao Y., Yang S.  and etc. Robust and Efficient Mechanism Design for Heterogeneous Task Crowdsensing. In '''''Proceedings of  WASA 2021''''', 99-107

#Qiu C., Yao Y., and Du Y. Nested Dense Attention Network For Single Image Super-Resolution. In '''''Proceedings of  ICMR2021''''', 250-258

#Chen H.  and etc. False-name-proof mechanism for  time window coverage tasks in mobile crowdsensing. In '''''Proceedings of  ICCCN 2021''''', 1-10

#Yu Hualei, Yuan Jinliang, Cheng Hao, Cao Meng and Wang Chongjun. GSAPool: Gated Structure Aware Pooling for Graph Representation Learning. In '''''Proceedings of  IJCNN 2021''''', 1-8

#Zhang Y., and etc. Label-specific Alignment with Adversarial Multi-view Representation. In '''''Proceedings of  ICME 2021'''''

#Yu H., Luo C., Du Y., Cheng H., Cao M. and Wang C. Dual Multi-Scale Pooling for Graph Representation Learning. In '''''Proceedings of  DASFAA 2021''''': 375-384

#Du Y.,  Cao Y., Zhou Y., Chen Y., Zhang R. and Wang C. Self Separation and Misseparation Impact Minimization for Open-Set Domain Adaptation. In '''''Proceedings of  DASFAA 2021''''': 400-409

#Du Y., Tan Z., Zhang X., Yao Y., Yu H. and Wang C. Unsupervised domain adaptation with unified joint distribution alignment regular. In '''''Proceedings of  DASFAA 2021''''': 449-464

#Du Y., Chen Y., Cui F., Zhang X. and Wang C. Cross-domain error minimization for unsupervised domain adaptation regular. In '''''Proceedings of  DASFAA 2021''''': 429-448

#Zhang Y., Shen J., Yu C. and Wang C.. Relation-aware Alignment Attention Network for Multi-view Multi-label Learning regular. In '''''Proceedings of  DASFAA 2021''''': 465-482

#Zhang Y., Shen J., Zhang Z. and Wang C. Partial Modal Conditioned Gans for Multi-modal Multi-label Learning with Arbitrary Modal-missing Regular. In '''''Proceedings of  DASFAA 2021''''': 413-428

2020

#~~Zhan Q~~Shen J., ~~Philip~~ Zhang Y., Yu C., Wang C. Multi-view Multi-label Learning with Dual-Attention Networks for Stroke Screen. In '''''Proceedings of  BIBM 2020''''', 1124-1128 #Pang B., Bao H., Wang C. Feature-Aware Attentive Variational Auto-Encoder for Top-N Recommendation.  In '''''Proceedings of  ICTAI 2020''''', 53-58 #Qiao Y., Wu J., Cheng H., Huang Z., Wang C. Truthful Mechanisms Design for Multi-region Mobile Crowdsensing[J]. '''''Wireless Communications and ~~etc~~Mobile Computing'''''. ~~Different Anti~~2020 (8834983) :1-15 #Chen Q, Du Y, Tan Z, Zhang Y  ~~Attactingthe Same Opponent Community~~and Wang C. Unsupervised Domain Adaptation with Joint Domain-Adversarial Reconnstructionn Networks[JC].In '''''~~IEEE Transactions on~~Proceedings of  ~~NanoBioscience~~ECML - PKDD 2020''''', ~~Accepted~~640-656 #~~Zhan Q~~Zhang Y,, Zhang Z., Zhu Y., ~~Emeryx S~~Zhang L., and Wang C. Discriminative Multi-label Moel Reuse for Multi-label Learning[C]. In '''''Proceedings of  APWeb - WAIM 2020''''', 725-739 #Cao M., Ma Q., Zhu K., Xu M., Wang C. ~~and Liu~~ .Heterogeneous Information Network Embedding with Convolutional Graph Attention Networks[C]. In '''''Proceedings of  IJCNN 2020''''', 1-8 #Zhang Y., Shen J., Zhang Z.~~Opinion Mining in Online Media~~ , Zhang L., Wang C.. Rethinking Modal-oriented Label Correlations for ~~Public Health Campaigns~~Multi-modal Multi-label Learning[JC]. In '''''~~Journal~~ Proceedings of ~~Medical Imaging and Health Informatics~~ IJCNN ''''''''2020''', ~~Accepted~~1-8 #Wu J , Zhang L , Wang C  and etc.  A Multi-unit Profit Competitive Mechanism for Cellular Traffic Offloading[C]. In '''''Proceedings of  AAAI2020''''', ~~Accepted~~2020: 2294-2301 #Cheng H., Zhang W., Zhang Y.,  Zhang L.~~, etc~~ and Wanng C.. Fast core pricing algorithm for path auctions~~. '''''JAAMAS'''''~~~~, ~~[J]~~accepted~~. '''''JAAMAS''''', 2020, 34(1) #Du Y. Tan Z. Chen Q. Zhang Y. Wang C. Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization, [C],~~Times,serif;"~~In '''''Proceedings of'''''''' ''''''''ECAI2020''''',~~ ~~1111-1118#~~accepted~~ #Zhang Y. Shen J. Zhang Z. Wang C.  Common and Discriminative Semantic Pursuit for Multi-modal Multi-label learning, [C],~~Times,serif;"~~In '''''Proceedings of ''''''''''ECAI2020''''',~~ ~~1666-1673~~accepted~~

2019

#Zhang Y., Zhang Z., Cheng H., Lu H., Zhang L., Wang C., Xie J.. Win-win Cooperation: A Novel Dual-Modal Dual-Label Algorithm for Membrane Proteins Function Pre-screen~~.In&nbsp~~[C] #~~Zhang L.USA, ~~Ma X~~ Nov18-21, 2019: 102-106 #Zhang L., ~~Shi P~~Ma X.~~Bi S and Wang C~~, Shi P.~~RegCNN: A Deep Multi-output Regression Method for Wastewater Treatment~~Bi S and Wang C. ~~In ''Proceedings of ICTAI 2019''. November 4-6 2019, Portland, Oregon~~ #~~Liu F~~RegCNN: A Deep Multi-output Regression Method for Wastewater Treatment~~., Lei C~~[C].~~<span~~ In '''''Proceedings of ICTAI 2019'''''. November 4-6 2019, Portland, Oregon #, Liu HF., ~~Wang~~ Lei C.~~ ~~~~A Probabilistic Forward Search Value Iteration Algorithm for POMDP~~, Liu H. ~~In ''Proceedings of ICTAI 2019''. November 4-6 2019, Portland, Oregon~~ #~~Pan Y., Gan J., Ran X.~~, Wang C~~. Multi~~<span style="font-~~Granularity Position-Aware Convolutional Memory Network for Aspect-Based Sentiment Analysis. In ''Proceedings of ICTAI 2019''. November 4-6 2019~~family:Times New Roman, ~~Portland~~Times, ~~Oregon~~serif;">.  #~~Zhu K~~A Probabilistic Forward Search Value Iteration Algorithm for POMDP[C]. In P''~~roceedings~~ '''Proceedings of ICTAI 2019'''''. November 4-6 2019, Portland, Oregon #~~Cao M~~Pan Y., Gan J., Ma Ran X., Wang C.~~. Heterogeneous Information~~ Multi-Granularity Position-Aware Convolutional Memory Network ~~Embedding with Meta~~for Aspect-~~path~~ Based ~~Graph Attention Networks~~Sentiment Analysis[C]. In '''''Proceedings of ~~ICANN~~ ICTAI 2019''~~: 622~~'''. November 4-~~634~~6 2019, Portland, Oregon #~~Luo X.~~Zhu K, ~~Ran X.~~Cao M, ~~Sun W., Xu Y~~Lu H., ~~Wang C..~~ MALP: A ~~Label-Specific Attention~~More Effective Meta-Paths Based ~~Network with Regularized Loss for Multi-label Classification~~Link Prediction Method in Partially Aligned Heterogeneous Social Networks[C].~~ ~~In ''~~Proceedings~~ 'P''roceedings of ~~ICANN~~ ICTAI 2019''~~: 731~~'''. November 4-~~742~~6 2019, Portland, Oregon #~~Gao Y~~Cao M., ~~Wang~~ Ma X., Wang C.. ~~Symmetrical Adversarial Training Nets~~Heterogeneous Information Network Embedding with Meta-path Based Graph Attention Networks[C]~~~~ #~~Ran X~~.~~, Pan Y., Sun W. and Wang C.. Learn to Select via Hierarchical Gate Mechanism for Aspect-Based Sentiment Analysis. In~~ In '''''Proceedings of ICANN 2019'''~~Proceedings of IJCAL 2019~~'':~~ 5160-5167~~622-634 #~~Qiao Y~~Luo X., Ran X., ~~Wu J~~Sun W., ~~Zhang L~~Xu Y. ~~and~~ , Wang C..~~Mechanism Design for Cross~~A Label-Specific Attention-~~Market Task Crowdsourcing[C]. ''2019 IEEE/ACM International Symposium On Quality of Service(IWQoS)''~~Based Network with Regularized Loss for Multi-label Classification~~, 9:1-9:9~~[C] #~~Zhan Q~~.~~, Emeryx S.,~~ ~~Wang C. and Liu Y..Opinion Mining in Online Media for Public Health Campaigns[J].~~ In '''''~~Journal~~ Proceedings of ~~Medical Imaging and Health Informatics~~ICANN 2019'''''~~, Accepted</span~~: 731-742 #~~Zhang~~ Gao Y., Wang C. ~~and etc~~.~~.Many Can Be Better Than All~~Symmetrical Adversarial Training Nets: A Novel ~~Instance-oriented algorithm~~ Model for ~~Multi-modal Multi-lable Problem. In ''Proceedings of ICME 2019'', 838-843~~Text Generation~~~~ #[C]~~Sun W., Ran X.. Luo X., and Wang C..An Efficient Framework by Topic Model for Multi-label Text Classification~~.  In '''''Proceedings of ~~IJCNN~~ ICANN 2019''~~, 1~~''': 269-7280 #~~Xu Y.,~~ Ran X., Pan Y. , Sun W.~~, Luo X.~~and ~~and~~ Wang C..~~Gated Neural Network with Regularized Loss~~ Learn to Select via Hierarchical Gate Mechanism for ~~Multi~~Aspect-~~label Text Classification. In ''Proceedings of IJCNN 2019'', 1-8~~Based Sentiment Analysis #~~Zeng~~ [C~~., Zhang Y.. Lu H. and Wang C..GADGET~~]~~~~ #. In '''''Proceedings of IJCAL 2019''''': 5160-5167 #~~Wu J., Zhang~~ Qiao Y., ~~Qiao Y~~Wu J., Zhang L., and Wang C.~~, Xie J~~.~~Multi~~Mechanism Design for Cross-~~unit Budget Feasible Mechanisms for Cellular Traffic Offloading~~Market Task Crowdsourcing[C]. In ''~~Proceedings~~ '''2019 IEEE/ACM International Symposium On Quality of ~~AAMAS 2019~~Service(IWQoS)''''', ~~1693~~9:1-~~1701~~9:9 #Lu Zhan Q., ~~Xu Y~~Zhuo, W., ~~Yang R~~Hu W., ~~Li N~~ Emeryx S., ~~and~~ Wang C.and Liu Y. ~~Serial and Parallel Recurrent Convolutional Neural Networks~~ .Opinion Mining in Online Media for ~~Biomedical Named Entity Recoginiton. In~~ Public Health Campaigns[J]. '''''~~Proceedings~~ Journal of ~~DASFAA 2019~~Medical Imaging and Health Informatics''''', ~~Chiang Mai~~2019, ~~Thailand, Apr. 22~~9(7): 1448-~~25, 2019: 439-443<~~1452 #~~Ran X., Pan~~ Zhang Y., ~~Sun W~~Wang C. and~~ Wang C~~etc.. ~~Modeling More Globally~~Many Can Be Better Than All: A ~~Hierarchical Attention Network via Multi~~Novel Instance-~~Task Learning~~ oriented algorithm for ~~Aspect~~Multi-~~Based Sentiment Analysis. In ''Proceedings of DASFAA 2019'', Chiang Mai, Thailand, Apr. 22~~modal Multi-~~25, 2019: 505-509 <~~lable Problem #~~Zhan Q, Philip Y, Wang C and etc. Different Anti-Vaping Campaigns Attactingthe Same Opponent Community[J]. ''IEEE Transactions on NanoBioscience'', Accepted~~[C] #~~Peng Y, Huang E.,~~. In '''''Proceedings of ICME ~~Chen G.~~2019''''',~~ Wang C and Xie J. A General Framework for Multi~~838-~~Label Learning Towards Class Correlations and Class Imbalance[J]. ''Intelligent Data Analysis'', 2019, 23(2): 371-383~~843 #~~Lu H~~Sun W., ~~Kang N~~Ran X.~~, Li Y~~.~~, Zhan Q., Xie J~~Luo X., and~~ ~~Wang C. ~~Utilizing Recurrent Neural Network~~ .An Efficient Framework by Topic Model for ~~Topic Discovery in Short~~ Multi-label Text ~~Scenarios[J]. ''Intelligent Data Analysis'', 2019, 23(2): 259-277~~Classification #[C]~~YangJ~~. In '''''Proceedings of IJCNN 2019''''', ~~Yang R., Lu H., Wang C., Xie J. Multi~~1-~~Entity Aspect~~7 #Xu Y., Ran X.. Sun W., Luo X. ~~''ACM Transactions on Asian and Low~~and Wang C..Gated Neural Network with Regularized Loss for Multi-~~resource Language Information Processing'', 2019, 47: 1-22~~label Text Classification #[C]Pang B., Wang C. A Novel Top-N Recommendation Approach Based on Conditional Variational Auto-Encoder. In~~ medium;">. In '''''Proceedings of IJCNN 2019''''', 1-8 #Zeng C., Zhang Y.. Lu H. and Wang C..GADGET: Using Gated GRU for Biomedical Event Trigger Detection[C]. In '''''Proceedings of IJCNN 2019''''', 1-8 #Wu J., Zhang Y., Qiao Y., Zhang L., Wang C., Xie J.Multi-unit Budget Feasible Mechanisms for Cellular Traffic Offloading[C]. In '''''Proceedings of AAMAS 2019''''', 1693-1701 #Lu Q., Xu Y, Yang R., Li N., and Wang C.. Serial and Parallel Recurrent Convolutional Neural Networks for Biomedical Named Entity Recoginiton[C]. In '''''Proceedings of DASFAA 2019''''', Chiang Mai, Thailand, Apr. 22-25, 2019: 439-443 #Ran X., Pan Y., Sun W. and Wang C.. Modeling More Globally: A Hierarchical Attention Network via Multi-Task Learning for Aspect-Based Sentiment Analysis[C]. In '''''Proceedings of DASFAA 2019''''', Chiang Mai, Thailand, Apr. 22-25, 2019: 505-509  #Peng Y, Huang E., Chen G., Wang C and Xie J. A General Framework for Multi-Label Learning Towards Class Correlations and Class Imbalance[J]. '''''Intelligent Data Analysis''''', 2019, 23(2): 371-383 #Lu H., Kang N., Li Y., Zhan Q., Xie J., and Wang C. Utilizing Recurrent Neural Network for Topic Discovery in Short Text Scenarios[J]. '''''Intelligent Data Analysis''''', 2019, 23(2): 259-277 #YangJ, Yang R., Lu H., Wang C., Xie J. Multi-Entity Aspect-Based Sentiment Analysis with Context, Entity, Aspect Memory and Dependency Information[J]. '''''ACM Transactions on Asian and Low-resource Language Information Processing''''', 2019, 47: 1-22 #Pang B., Wang C. A Novel Top-N Recommendation Approach Based on Conditional Variational Auto-Encoder[C]. In '''''Proceedings of PAKDD2019'''~~Proceedings of PAKDD2019~~'', Macau, China. Apr.14-17, 2019: 357-368

2018

#Lu H, Li Y, Tang C, Wang C and Xie J. Constructing Pseudo Documents with Semantic Siliarity for Short Text Topic Descovery. In '''''Proceedings of''''' '''''ICONIP'' 2018''', '' ''SiemReap, Cambodia. Dec.13-16,2018:437-449 #QiaoY, SONG Y, WANG N, and etc, A False-name-proof Protocol for Multicast Routing Auctions. In '''''Proceedings of ISPA2018''''', Melbourne, Australia, Dec. 11-13, 2018: 72-79. #QiaoY, GU Y, Wu J and etc, A Truthful Profit-oriented Mechanism for Mobile Crowdsensing. In '''''Proceedings of ISPA2018''''', Melbourne, Australia, Dec. 11-13, 2018:64-71. #Feng Y., Tang J., Wang C., XieJ. CuAPSS: A Hybrid CUDA Solution for AllPairsSimilarity Search. In '''''Proceedings of ICA3PP 2018'''''. Guangzhou, China Nov. 15-17, 2018: 421–436 #Lu H., Ge G., Li Y., Wang C., Xie J. Exploiting Global Semantic Similarity Biterms for Short-text Topic Discovery.In p'''''P''''''''''roceedings of ICTAI 2018'''''. Volos, Greece: 975-982 #Chen Q., Du Y, Xu M., Wang C. HetEOTL: An Algorithm for Heterogeneous Online Transfer Learning.In p'''''P''''''''~~''roceedings of ICTAI 2018'~~''''.r''oceedings of ICTAI 2018'''''~~medium">.~~Volos, Greece~~~~: 350-357~~.Volos, Greece #style="font-size:medium">: 350-357''' #<~~font~~ span style="~~font-size~~color:~~14px~~#000000">Du Y.. Chen Q., Lu H., Wang C. Online Single Homogeneous Source Transfer Learning Based on AdaBoos.In ~~p</~~'''''P''''''''''roceedings of ICTAI 2018'''''. Volos, Greece:344-349 #Feng Y., Tang J., Liu M., Wang C., Xie J. Fast Document Cosine Similarity Self-Join on GPUs. In p'''''P''''''''''''roceedings of ICTAI 2018~~''<~~'''''. Volos, Greece:205-212 #Chen G, Peng Y, Wang C and etc. Multi- Label Classification via Label -Toci Pairs. In '''''Proceedings of APWEB\WAIM-18''', ''Macao. Jul.23-25, 2018:32-44 #Cheng H, Zhang L, Wu J and Wang C, Optimal Constraint Coolection for Core-Selecting Path Mechanism. In '''''Proceedings of AAMAS 2018''',''2018:41-49. #~~Yang J~~Zhan Q., Emery S., ~~Yang R and etc~~Yu, ~~Multi-Entity Aspect-Based Sentiment Analysis with Context~~P., Wang C., ~~Entity and Aspect Memory~~Liu Y. Different Anti-Vaping Campaigns Attracting the Same Opponent Community. '''''IEEE TRANSACTIONS ON NANOBIOSCIENCE'''''. ~~In ''Proceedings of AAAI 2018, 17(4): 409-416 #Yang J, Yang R and Xie J. Multi-Entity Aspect-Based Sentiment Analysis with Context, Entity and Aspect Memory. In '''''Proceedings of AAAI 2018'''''. New Oleans, Louisiana. USA.2018:6029-6036

#王崇骏，史忠植，常量，王文剑. 多智能体系统及应用.北京：清华大学出版社, ISBN: 978-7- 302- 48777-7.

2017

#Zhan Q, Tan L, Sherry E, Philip Y, Wang C. Community Detection on Anti-vaping Campaign Audience. In '''''Proceedings of BIBM-17'''''. Kansan City, MO. USA.:891-894 #Peng Y, Tang C, Chen G, Xie J, Wang C. Multi-Label Learning by Exploiting label Correlations for TCM Diagnosing Parkinson's Disease. In '''''Proceedings of BIBM-17'''''. Kansan City, MO. USA.:590-594 #Peng Y, Chen G, Zhai C, Wang C, Xie J. Multi-Label Learning by Exploiting label Correlations with LDA. In '''''Proceedings of ICTAI-17'''''. Boston, MA. USA.:168-174 #Xie L, Wang L, Lu H, Li N, Wang C. Topics may Evolve: Using Complaint Date for Analysis. In '''''Proceedings of ICTAI-17'''''. Boston, MA. USA.:1296-1303 #王崇骏. 大数据价值期望探讨. '''''大数据'''''.  2017,4：91-103【约稿】 #Liu L, Zhang Y, Liu M, Wang C, Wang J. A-MapCG: An Adaptive MapReduce Framework for GPUs. In '''''Proceedings of NAS-17'''''. Shen Zhen, China, 2017.:1-8 #Qiao Y, Wu J, Zhang L, Wang C. Viral Marketing for Digital Goods in Social Networks[C]. In '''''Proceedings of APWEB\WAIM-17'''''. Beijing, China, 2017.:377-390 #Xu M, Cai Y, Wu H, Wang C, Li N. Intensity of Relationship between Words: Using Word Triangles in Topic Discovery for Short Texts. In '''''Proceedings of APWEB\WAIM-17'''''. Beijing, China, 2017.:642-649 #Wang N, Wu J, Wang C, Zhang L. Approximation for Strategic Single Point Weighted Steiner Tree Problem[C]. In '''''Proceedings of ICA-17'''''. Beijing, China, 2017. #Wu J, Zhang L, Wang C, Xie J. Mechanism Design for Social Law Synthesis under Incomplete Information[C]. In '''''Proceedings of AAMAS-17'''''. São Paulo, Brazil, 2017: 1757-1759. #Wu J, Zhang L, Wang C, Xie J. Synthesizing Optimal Social Laws for Strategical Agents via Bayesian Mechanism Design[C]. In '''''Proceedings of AAMAS-17'''''. São Paulo, Brazil, 2017: 1214-1222. #Lu H, Xie L, Kang N, Wang C and Xie J. Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery[C]. In '''''Proceedings of AAAI-17'''''. San Francisco, USA, 2017: 1192-1198. #Jiang J, Shi P, An B, Yu J, Wang C. Measuring the social influences of scientist groups based on multiple types of collaboration relations[J]. '''''Information Processing and Management''''', 2017, 53(1): 1-20.

2016

#王崇骏.大数据思维与应用攻略.北京：''机械工业出版社'', ISBN: 978-7- 111- 54261- 2.

#Li Y, Li H, Wang Q, Wang C and Fan X. Traditional Chinese Medicine Formula Evaluation Using Multi-instance Multi-label Framework[C]. In '''''Proceedings of BIBM-16'''''. Shenzhen, China, 2016: 484-488. #Zhan Q, Zhang J, Yu P, Emery S and Xie J. Inferring Social Influence of Anti-Tobacco Mass Media Campaigns[C]. In '''''Proceedings of BIBM-16'''''. Shenzhen, China, 2016: 805-812. #Liu L, Liu M, Wang C, Wang J. Compile-time Automatic Synchronization Insertion and Redundant Synchronization Elimination for GPU Kernels[C]. In '''''Proceedings of ICPADS-16'''''. Wuhan, China, 2016: 826-834. #Jiang L, Lu H, Xu M and Wang C. Biterm Pseudo Document Topic Model for Short Text[C]. In '''''Proceedings of ICTAI-16'''''. San Jose, USA, 2016: 865-872. #Feng H, Zhang W, Wu H and Wang C. Web Page Segmentation and its Application for Web Information Crawling[C]. In '''''Proceedings of ICTAI-16'''''. San Jose, USA, 2016: 598-605. #Zhang L, Chen H, Wu J, Wang C, Xie J. False-Name-Proof Mechanisms for Path Auctions in Social Networks[C]. In '''''Proceedings of'' ''ECAI-16'''''. Hague, Holland, 2016: 1485-1492. #刘峰,王崇骏,骆斌.一种基于最优策略概率分布的POMDP值迭代算法[J].'''''电子学报'''''''', ''' 2016, 44(5): 1078-1084.

2015

#Zhang L, Wang C and Xie J. Cost optimal planning with multi valued landmarks[J]. '''''AI Communications''''', 2015, 28(3): 579-590. #Liu F, Wang C and Luo B. PCFBPI: A point clustering feature based policy iteration algorithm[C]. In '''''Proceedings of'' ''ICTAI-15'''''. Vietri sul Mare, Italy, 2015: 119-124. #Wang Q, Li H and Wang C. Using hierarchical clustering algorithm to detect community structure in Traditional Chinese Medicine Formula network[C]. In '''''Proceedings of'' ''ICTAI-15'''''. Vietri sul Mare, Italy, 2015: 132-138. #Lu H, Chen F, Xu M, Wang C and Xie J. Never Ignore The Significance Of Different Anomalies: A Cost-sensitive Algorithm Based On Loss Function For Anomaly Detection[C]. In '''''Proceedings of'' ''ICTAI-15'''''. Vietri sul Mare, Italy, 2015: 1099-1105. #Zhan Q, Zhang J, Wang S, Yu P and Xie J. Influence Maximization Across Partially Aligned Heterogenous Social Networks[C]. In '''''Proceedings of'' ''PAKDD-15'''''. Ho Chi Minh City, Vietnam, 2015: 1099-1105. #Peng Y, Fang M, Wang C, and Xie J. Entropy Chain Multi-Label Classifiers for Traditional Medicine Diagnosing Parkinson’s Disease[C]. In '''''Proceedings of'' ''BIBM-15'''''. Washington DC, USA, 2015: 1722-1724. #Liu L, Liu M, Wang C. A low overhead storage format for SPmV on GPU systems[C]. In '''''Proceedings of'' ''ICPADS-15'''''. Melbourne, Australia, 2015: 733-741.

2014

#胡云,王崇骏,吴骏,谢俊元,李慧.微博网络上的重叠社群发现与全局表示[J].'''''软件学报''''', 2014, 25(12): 2824-2836. #Zhang L, Wang C and Xie J. Cost optimal planning with LP-based multi-valued landmark heuristic[C]. In '''''Proceedings of AAMAS-14'''''. Paris, France, 2014: 509-516. #Yang J, Jiang L, Wang C and Xie J. Multi-Label Emotion Classification for Tweets in Weibo: Method and Application[C]. In '''''Proceedings of ICTAI-14'''''. Limassol, Cyprus, 2014: 424-428. #Liu F, Li H and Wang C. nso-HSVI: A not-so-optimistic Heuristic Search Value Iteration Algorithm for POMDPs[C]. In '''''Proceedings of ICTAI-14'''''. Limassol, Cyprus, 2014: 689-693. #Fang M, Xiao Y, Wang C and Xie J. Multi-Label classification: Dealing with Imbalance by Combining Labels[C]. In '''''Proceedings of ICTAI-14'''''. Limassol, Cyprus, 2014: 233-237. #Zhang C, Zhang L, Wang C and Xie J. Text Summarization Based on Sentence Selection with Semantic Representation[C]. In '''''Proceedings of ICTAI-14'''''. Limassol, Cyprus, 2014: 584-590. #Wu J, Wang C and Xie J. Automated Model Revision for Coordinated Open Systems[C]. In '''''Proceedings of ICTAI-14'''''. Limassol, Cyprus, 2014: 984-988.

2013

#Liu Y, Pan L, Jia X, Wang C, Xie J. Three-Way Decision Based Overlapping Community Detection[C]. In '''''Proceedings of'' ''RSKT-13'''''. Halifax, Canada, 2013: 279-290. #Hu Y, Zhou Z, Xie J, Wang C. An Algorithm for Mining Top K Influential Community Based Evolutionary Outliers in Temporal Dataset[C]. In '''''Proceedings of'' '''''ICTAI-13. ''Washington DC, USA, 2013: 524-531. #Zhan Q, Yang H, Wang C, Xie J. CPP-SNS: A Solution to Influence Maximization Problem Under Cost Control[C]. In '''''Proceedings of ICTAI-13'''. ''Washington DC, USA, 2013: 849-856. #Pan L, Wang C, Xie J. Spin-Glass Model based Local Community Detection Method in Social Networks[C]. In '''''Proceedings of'' '''''ICTAI-13. ''Washington DC, USA, 2013: 108-115. #Zhan Y, Wu J, Wang C, Liu M, Xie J. On the complexity of undominated core and farsighted solution concepts in coalitional games[C]. In '''''Proceedings of'' ''AAMAS-13'''''. Saint Paul, USA, 2013: 1177-1178. #Zhang L, Wang C, Wu J, Liu M, Xie J. Planning Multi-Valued Landmarks[C]. In '''''Proceedings of'' ''AAAI-13'''''.Bellevue, USA, 2013: 1653-1654. #胡云,王崇骏,谢俊元,周作建.社群演化的稳健迁移估计及演化离群点检测[J].'''''软件学报''''', 2013, 24(11): 2710-2720.

2012

#Zhan Y, Wu J, Wang C, Liu M and Xie J. On the Complexity and Algorithms of Coalition Structure Generation in Overlapping Coalition Formation Games[C]. In '''''Proceedings of ICTAI-12'''''. Athens, Greece, 2012: 868-873. #Pan L, Dai C, Wang C, Xie J and Liu M. Overlapping Community Detection via leader-based Local Expansion in Social Networks[C]. In '''''Proceedings of ICTAI-12'''''. Athens, Greece, 2012: 397-404. #王崇骏,吴骏,张雷等.联盟规范系统及其规范能力极限[J].'''''软件学报''''', 2012, 23(7): 1796-1804. #潘磊,金杰,王崇骏等.社会网络中基于局部信息的边社区挖掘[J].'''''电子学报''''', 2012, 40(11): 2255-2263.

2011

#Pan L, Wang C, Xie J, Liu M. Detecting Link Communities Based on Local Approach[C]. In '''''Proceedings of ICTAI-11'''''. Boca Raton, USA, 2011: 884-886. #Jin J, Pan L, Wang C, Xie J. A Center-based Community Detection Method In Weighted Networks[C]. In '''''Proceedings of ICTAI-11'''''. Boca Raton, USA, 2011: 513-518. #Wang C, Wu J, Wang Z, Xie J. Strategic Ability Updating in Concurrent Games by Coalitional Commitment[J]. '''''IEEE Transactions on SMC(Part B)''''', 2011, 41(6): 1442-1457. #Wu J, Wang C, Xie J. A Framework for Coalitional Normative Systems[C]. In '''''Proceedings of'' ''AAMAS-11'''''. Taipei, 2011: 259-266. #胡云,谢俊元,王崇骏.基于组合码字的矢量量化编码算法[J].'''''南京大学学报自然科学''''', 2011, 47(5): 559-565. #张玉华,华浩明,范欣生,王崇骏，段金廒.基于关联规则方法探讨胸痹心痛方中十八反药对的应用规律[J].'''''中国中药杂志''''', 2011, 36(24): 3544-3547.

2010

#Zhang L, Wu J, Wang C. A Factor-Based Model for Context-Sensitive Skill Rating Systems[C]. In '''''Proceedings of ICTAI-10'''''. Arras, France, 2010: 249-255. #Zhang L, Wu J, Wang C. Multi-relational Topic Model for Social Recommendation[C]. In '''''Proceedings of ICTAI-10'''''. Arras, France, 2010: 349-350. #韩进,蔡圣闻,王崇骏等.一种基于π^t演算的安全协议建模方法[J].'''''计算机研究与发展''''', 2010, 47(4): 613-620. #朱小虎,宋文军,王崇骏等.用于社团发现的Girvan-Newman改进算法[J].'''''计算机科学与探索''''', 2010, 04(12): 1101-1108. #宋文军,刘红星,王崇骏等.以图频繁集为基础的核心节点发现[J].'''''计算机科学与探索''''', 2010, 4(1): 82-88. #吴涛,王崇骏,谢俊元.基于部分可观测马尔可夫决策过程的网络入侵意图识别研究[J].'''''南京大学学报自然科学''''', 2010, 46(2): 122-130. #孙正,宋文军,王崇骏等.用于社团分析的差异性度量方法[J].'''''南京大学学报自然科学''''', 2010, 46(5): 528-534. #刘志杰,王崇骏.一个基于复合攻击路径图的报警关联算法[J].'''''南京大学学报自然科学''''', 2010, 46(1): 56-63.

2009

#Wu J, Wang C, Zhang L, et al. Coalitional planning in game-like domains via ATL model checking[C]. In '''''Proceedings of ICTAI-09'''''. Newark, USA, 2009: 645-652. #Zhou Q, Wang C, Xie J. CORE: A Trust Model for Agent Coalition Formation[C]. In '''''Proceedings of ICNC and FSKD-09'''''. Tianjin, China, 2009: 11-17. #Wu J, Wang C, Tu X, Xie J, Pu L. Temporal Reasoning in Urban Growth Simulation[C]. In '''''Proceedings of RSKT-09'''''. Gold Coast, Australia, 2009: 529-537. #Wu J, Wang C, Tu X, Xie J. On the Logic of Cellular Reactive Systems[C]. In '''''Proceedings of IAT-09'''''. Milan, Italy, 2009: 241-248. #周清华,谢俊元,王崇骏.多Agent对抗环境下联盟形成的信任模型[J].'''''计算机科学与探索''''', 2009, 3(5): 491-497.

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