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科研进展

添加11,397字节, 2024年4月13日 (星期六)

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'''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

#~~吴骏等~~Zhang B. Xu M.~~一种基于算法机制设计的社会法则合成方法~~Chen M., Chen M. Wang C. CopGAT: Co-propagation Self-supervised Graph Attention Network. In '''''~~''''软件学报~~Proceedings of '''''~~，录用~~'''ISPA 2022''': 18-25 #~~MA C~~Yu H., etc~~. Unsupervised Point Cloud Completion and Segmentation by Generative Adversarial Autoencoding Network~~. DIPool: Degree-Induced Pooling for Hierarchical Graph Representation Learning. In '''''~~NIPS 2022~~Proceedings of '''''~~, Accepted ~~<~~/span~~i><'''ISPA 2022''': 220-227 #~~Liu Z.~~Changfeng Ma, Yang Yang, Jie Guo, Fei Pan, Chongjun Wang, ~~etc~~Yanwen Guo.~~ FIXC: A Method for Data Distribution Shifts Calibration via Feature Importance~~Unsupervised Point Cloud Completion and Segmentation by Generative Adversarial Autoencoding Network[C].~~ '''''ICTAI 2022''''', Accepted</~~ #~~Ge Y., etc.~~ ~~MRM: Site Selection via Mutil-round Meanshift for Global Fairness.<~~~~ ~~In '''''~~ICTAI 2022~~Proceedings of ''''', ~~Accepted<~~'''''NIPS 2022''''' #~~Yu H.~~Zhendong Liu, Wenyu Jiang, Yi Zhang, ~~etc~~Chongjun Wang. ~~''Not All Edges are Peers~~FIXC: ~~Accurate Structure-Aware Graph Pooling Networks''~~A Method for Data Distribution Shifts Calibration via Feature Importance[C]. ~~'''''Neural Networks''''',~~ ~~Accepted~~ #~~Xu M., Zhang B., Cao M., Yu H., Wang C.&nbsp~~ In '''''~~IPCCC 2022'~~Proceedings of ''''''''ICTAI 2022'''~~, Accepted~~: 153-160 #~~medium;">~~Zhang Y~~Yuxin Ge, Hongtao Luo, Chen-Xuan Fang, Zhi-Wei Zhu, Chongjun Wan., ~~Shen J., Yu C., Wang~~ MRM: Site Selection via Mutil-round Meanshift for Global Fairness[C]. ~~Views Meet Labels~~ ~~104-113<~~ #~~Wu J., etc. A Bayesian Optimal Social Law Synthesizing Mechanism for Strategic Agents[J].~~In '''''~~JAAMAS~~Proceedings of ICTAI 2022''''': 1245-1250#Yu H., Yuan J., Yao Y.,and Wang C. ~~Accepted~~''Not All Edges are Peers: Accurate Structure-Aware Graph Pooling Networks'' #~~Du Y., Luo H., Yang H.,  Jiang~~ [J~~. and etc. InCo: Intermediate Prototype Contrast for Unsupervised Domain Adaptation. </span~~]~~In ~~. '''''~~Proceedings of ~~Neural Networks'''''</, 2022, 156: 58-66#~~ '''''ECML PKDD 2022'''''~~Xu M., Zhang B., Cao M., Yu H., ~~Accepted<~~Wang C. LSEGNN: Encode Local Topology Structure in Graph Neural Networks[C]. #~~Xu M. etc.~~ ~~NED-GNN: Detecting and Dropping Noisy Edges in Graph Neural Networks. ~~In '''''Proceedings of ''''''''IPCCC 2022'''</~~span~~i>: 49-56 #Zhang Y., ~~'''''APWeb-WAIM 2022'''''~~Shen J., ~~Accepted</~~ Yu C., Wang C. Views Meet Labels: Personalized Relation Refinement Network for Multiview Multilabel Learning #[J]~~Xu M. etc. NC~~. #~~Lu H., Yang J~~'''''IEEE Multim'''''.2022, ~~Fang W., Song X. and Wang C. A DNNs-based fusion model for COVID-19 rumor detection from online social media~~29(2): 104-113#Wu J., Cao J., Sun H., and Wang C.~~~~ ~~'''''Data Technologies and Applications~~'''''JAAMAS''''', ~~Accepted<~~2022, 36(2) #~~Cui F~~Du Y., ~~Chen Y~~Luo H., ~~Du Y~~Yang H., ~~Cao Y~~  Jiang J. and ~~Wang C~~ etc. ~~Joint Feature and Labeling Function Adaptation~~  InCo: Intermediate Prototype Contrast for Unsupervised Domain Adaptation[C].~~ ~~In ~~'''''Proceedings of  PAKDD2022'''''~~<~~/span></~~/span><spanstyle="font-size:medium;">~~, 432-446~~''''' #~~Zhang Y. etc. Collaboration based Multi-modal Multi-label Learning.&nbsp~~ '''~~Applied Intelligence~~''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):~~Times New Roman,Times,serif;">, Accepted~~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''''', ~~Accepted~~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''''', ~~Accepted~~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

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