Shiliang Sun

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 151

Top Venues

Publications

Chenyu Lu, Jun Yin, Hao Yang, Shiliang Sun
Enhancing multi-modal fusion in visual dialog via sample debiasing and feature interaction. Inf. Fusion 107 (2024)
Jing Zhao, Zengyu Qiu, Huiqin Hu, Shiliang Sun
HWLane: HW-Transformer for Lane Detection. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Shiliang Sun, Nan Zhang
Incomplete Multiview Nonnegative Representation Learning With Graph Completion and Adaptive Neighbors. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Kaitao Chen, Shiliang Sun, Jing Zhao
CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification. AAAI (2024)
Kaitao Chen, Shiliang Sun, Youtian Du
Deconfounded multi-organ weakly-supervised semantic segmentation via causal intervention. Inf. Fusion 108 (2024)
Nan Zhang, Xiaoqin Zhang, Shiliang Sun
Efficient Multiview Representation Learning With Correntropy and Anchor Graph. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Zhenbo Huang, Shiliang Sun, Jing Zhao
Reward-free offline reinforcement learning: Optimizing behavior policy via action exploration. Knowl. Based Syst. 299 (2024)
Jun Yin, Shiliang Sun, Lai Wei, Pei Wang
Discriminatively Fuzzy Multi-View K-means Clustering with Local Structure Preserving. AAAI (2024)
Junxin Lu, Shiliang Sun
PAMK: Prototype Augmented Multi-Teacher Knowledge Transfer Network for Continual Zero-Shot Learning. IEEE Trans. Image Process. 33 (2024)
Chaoyue Ding, Shiliang Sun, Jing Zhao
MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection. CoRR (2023)
Jun Yin, Shiliang Sun
Incomplete Multi-View Clustering With Reconstructed Views. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Keyu Chen, Shiliang Sun
CP-Rec: Contextual Prompting for Conversational Recommender Systems. AAAI (2023)
Chaoyue Ding, Jing Zhao, Shiliang Sun
Concept Drift Adaptation for Time Series Anomaly Detection via Transformer. Neural Process. Lett. 55 (3) (2023)
Dejun Chu, Changshui Zhang, Shiliang Sun, Qing Tao
Structured BFGS Method for Optimal Doubly Stochastic Matrix Approximation. AAAI (2023)
Wenbo Dong, Shaofan Liu, Shiliang Sun
Safe batch constrained deep reinforcement learning with generative adversarial network. Inf. Sci. 634 (2023)
Shiliang Sun, Jing Zhao, Minghao Gu, Shanhu Wang
Variational Hybrid Monte Carlo for Efficient Multi-Modal Data Sampling. Entropy 25 (4) (2023)
Daoming Zong, Shiliang Sun
BGNN-XML: Bilateral Graph Neural Networks for Extreme Multi-Label Text Classification. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Nan Zhang, Shiliang Sun
Multiview Unsupervised Shapelet Learning for Multivariate Time Series Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Wenbo Dong, Shiliang Sun, Jing Zhao, Nan Zhang
Knowledge graph relation reasoning with variational reinforcement network. Inf. Fusion 100 (2023)
Wenbo Dong, Shiliang Sun, Minzhi Yin
A multi-view deep learning model for pathology image diagnosis. Appl. Intell. 53 (6) (2023)
Wenbo Dong, Shiliang Sun
Multi-View Deep Gaussian Processes for Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Daoming Zong, Shiliang Sun
McOmet: Multimodal Fusion Transformer for Physical Audiovisual Commonsense Reasoning. AAAI (2023)
Shaofan Liu, Shiliang Sun, Jing Zhao
Fair Transfer Learning with Factor Variational Auto-Encoder. Neural Process. Lett. 55 (3) (2023)
Jun Yin, Haowei Wu, Shiliang Sun
Effective sample pairs based contrastive learning for clustering. Inf. Fusion 99 (2023)
Shanhu Wang, Jing Zhao, Shiliang Sun
Effective Domain Adaptation for Robust Dysarthric Speech Recognition. ICONIP (10) (2023)
Guoqing Chao, Xingquan Zhu, Weiping Ding, Jinbo Bi, Shiliang Sun
Editorial: Special Issue on Transfer Learning. Neural Process. Lett. 55 (3) (2023)
Xijiong Xie, Yanfeng Li, Shiliang Sun
Deep multi-view multiclass twin support vector machines. Inf. Fusion 91 (2023)
Zhenbo Huang, Shiliang Sun, Jing Zhao, Liang Mao
Multi-modal policy fusion for end-to-end autonomous driving. Inf. Fusion 98 (2023)
Chaoyue Ding, Shiliang Sun, Jing Zhao
MST-GAT: A multimodal spatial-temporal graph attention network for time series anomaly detection. Inf. Fusion 89 (2023)
Chaoyue Ding, Shiliang Sun, Jing Zhao
Multi-Modal Adversarial Example Detection with Transformer. IJCNN (2022)
Shiliang Sun, Ziang Dong, Jing Zhao
Conditional Random Fields for Multiview Sequential Data Modeling. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Shiliang Sun, Mengran Yu, John Shawe-Taylor, Liang Mao
Stability-based PAC-Bayes analysis for multi-view learning algorithms. Inf. Fusion (2022)
Zengyu Qiu, Jing Zhao, Shiliang Sun
MFIALane: Multiscale Feature Information Aggregator Network for Lane Detection. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Guoqing Chao, Xingquan Zhu, Weiping Ding, Jinbo Bi, Shiliang Sun
Editorial: special issue on multi-view learning. Appl. Intell. 52 (13) (2022)
Tao Hu, Shiliang Sun, Jing Zhao, Dongyu Shi
Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation. IJCAI (2022)
Mengran Yu, Shiliang Sun
FE-DaST: Fast and effective data-free substitute training for black-box adversarial attacks. Comput. Secur. 113 (2022)
Nan Zhang, Shiliang Sun
Multiview Graph Restricted Boltzmann Machines. IEEE Trans. Cybern. 52 (11) (2022)
Shaofan Liu, Shiliang Sun
Safe Offline Reinforcement Learning Through Hierarchical Policies. PAKDD (2) (2022)
Shaofan Liu, Shiliang Sun
Adversarially Training MCMC with Non-Volume-Preserving Flows. Entropy 24 (3) (2022)
Nan Zhang, Shiliang Sun
Incomplete multiview nonnegative representation learning with multiple graphs. Pattern Recognit. 123 (2022)
Yi Zhang, Jing Zhao, Shiliang Sun
Diverse Machine Translation with Translation Memory. IJCNN (2022)
Jun Yin, Runcheng Cai, Shiliang Sun
Anchor-based incomplete multi-view spectral clustering. Neurocomputing 514 (2022)
Mengran Yu, Shiliang Sun
Natural Black-Box Adversarial Examples against Deep Reinforcement Learning. AAAI (2022)
Jun Yin, Shiliang Sun
Incomplete multi-view clustering with cosine similarity. Pattern Recognit. 123 (2022)
Jing Zhao, Zengyu Qiu, Shiliang Sun
Multi-view multi-label active learning with conditional Bernoulli mixtures. Int. J. Mach. Learn. Cybern. 13 (6) (2022)
Tao Zhang, Shiliang Sun, Jing Zhao
Robust Cross-Modal Retrieval by Adversarial Training. IJCNN (2022)
Yujia Li, Shiliang Sun, Jing Zhao
TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning. IJCAI (2022)
Liang Mao, Shiliang Sun
Multiview Variational Sparse Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Xiao Liu, Jing Zhao, Shiliang Sun, Huawen Liu, Hao Yang
Variational multimodal machine translation with underlying semantic alignment. Inf. Fusion 69 (2021)
Shiqi Guo, Jing Zhao, Shiliang Sun
Resilient Abstractive Summarization Model with Adaptively Weighted Training Loss. IJCNN (2021)
Daoming Zong, Shiliang Sun, Jing Zhao
ASHF-Net: Adaptive Sampling and Hierarchical Folding Network for Robust Point Cloud Completion. AAAI (2021)
Shiliang Sun, Wenbo Dong, Qiuyang Liu
Multi-View Representation Learning With Deep Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Xiao Liu, Shiliang Sun
Alpha-divergence minimization with mixed variational posterior for Bayesian neural networks and its robustness against adversarial examples. Neurocomputing 423 (2021)
Jing Zhao, Yi Zhang, Shiliang Sun, Haiwei Dai
Variational Beta Process Hidden Markov Models with Shared Hidden States for Trajectory Recognition. Entropy 23 (10) (2021)
Yuhan Liu, Minzhi Yin, Shiliang Sun
DetexNet: Accurately Diagnosing Frequent and Challenging Pediatric Malignant Tumors. IEEE Trans. Medical Imaging 40 (1) (2021)
Zehui Cao, Jing Zhao, Shiliang Sun
Stick-Breaking Dependent Beta Processes with Variational Inference. Neural Process. Lett. 53 (1) (2021)
Ping Huang, Shiliang Sun, Hao Yang
Image-Assisted Transformer in Zero-Resource Multi-Modal Translation. ICASSP (2021)
Lidan Wu, Daoming Zong, Shiliang Sun, Jing Zhao
A Sequential Contrastive Learning Framework for Robust Dysarthric Speech Recognition. ICASSP (2021)
Shiliang Sun, Daoming Zong
LCBM: A Multi-View Probabilistic Model for Multi-Label Classification. IEEE Trans. Pattern Anal. Mach. Intell. 43 (8) (2021)
Shiliang Sun, Xuli Sun, Qiuyang Liu
Multi-view Gaussian processes with posterior consistency. Inf. Sci. 547 (2021)
Keyu Chen, Shiliang Sun
Knowledge-Based Conversational Recommender Systems Enhanced by Dialogue Policy Learning. IJCKG (2021)
Chaoyue Ding, Shiliang Sun, Jing Zhao
Multi-Task Transformer with Input Feature Reconstruction for Dysarthric Speech Recognition. ICASSP (2021)
Xuli Sun, Shiliang Sun
Adversarial robustness and attacks for multi-view deep models. Eng. Appl. Artif. Intell. 97 (2021)
Xuli Sun, Shiliang Sun
Multi-view Defense with Adversarial Autoencoders. IJCNN (2021)
Yueyue Hu, Shiliang Sun
RL-VAEGAN: Adversarial defense for reinforcement learning agents via style transfer. Knowl. Based Syst. 221 (2021)
Guoqing Chao, Shiliang Sun, Jinbo Bi
A Survey on Multiview Clustering. IEEE Trans. Artif. Intell. 2 (2) (2021)
Yuhan Liu, Shiliang Sun
SagaNet: A Small Sample Gated Network for Pediatric Cancer Diagnosis. ICML (2021)
Jiahang Liu, Zhenhua Huang, Xin Xu, Xinglong Zhang, Shiliang Sun, Dazi Li
Multi-Kernel Online Reinforcement Learning for Path Tracking Control of Intelligent Vehicles. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Han Zhu, Jing Zhao, Shiliang Sun
Multi-view Deep Gaussian Process with a Pre-training Acceleration Technique. PAKDD (2) (2020)
Jiachun Wang, Shiliang Sun
Decomposed slice sampling for factorized distributions. Pattern Recognit. 97 (2020)
Jing Zhao, Xiao Liu, Shaojie He, Shiliang Sun
Probabilistic inference of Bayesian neural networks with generalized expectation propagation. Neurocomputing 412 (2020)
Xuli Sun, Shiliang Sun, Minzhi Yin, Hao Yang
Hybrid neural conditional random fields for multi-view sequence labeling. Knowl. Based Syst. 189 (2020)
Xiao Liu, Jing Zhao, Shiliang Sun
Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract). AAAI (2020)
Yang Zhou, Shiliang Sun
Manifold Partition Discriminant Analysis. CoRR (2020)
Minghan Wang, Hao Yang, Hengchao Shang, Daimeng Wei, Jiaxin Guo, Lizhi Lei, Ying Qin, Shimin Tao, Shiliang Sun, Yimeng Chen, Liangyou Li
HW-TSC's Participation at WMT 2020 Quality Estimation Shared Task. WMT@EMNLP (2020)
Minghao Gu, Shiliang Sun
Neural Langevin Dynamical Sampling. IEEE Access 8 (2020)
Daimeng Wei, Hengchao Shang, Zhanglin Wu, Zhengzhe Yu, Liangyou Li, Jiaxin Guo, Minghan Wang, Hao Yang, Lizhi Lei, Ying Qin, Shiliang Sun
HW-TSC's Participation in the WMT 2020 News Translation Shared Task. WMT@EMNLP (2020)
Minghan Wang, Hao Yang, Ying Qin, Shiliang Sun, Yao Deng
Unified Humor Detection Based on Sentence-pair Augmentation and Transfer Learning. EAMT (2020)
Xijiong Xie, Shiliang Sun
General multi-view semi-supervised least squares support vector machines with multi-manifold regularization. Inf. Fusion 62 (2020)
Jun Yin, Shiliang Sun
Multiview Uncorrelated Locality Preserving Projection. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Xijiong Xie, Shiliang Sun
Multi-View Support Vector Machines with the Consensus and Complementarity Information. IEEE Trans. Knowl. Data Eng. 32 (12) (2020)
Minghao Gu, Jingjing Fei, Shiliang Sun
Online anomaly detection with sparse Gaussian processes. Neurocomputing 403 (2020)
Lizhi Lei, Minghan Wang, Hao Yang, Shiliang Sun, Ying Qin, Daimeng Wei
System Report of HW-TSC on the CAPITEL NER Evaluation. IberLEF@SEPLN (2020)
Shiliang Sun, Jiachun Wang
Multiview learning with variational mixtures of Gaussian processes. Knowl. Based Syst. 200 (2020)
Hao Yang, Minghan Wang, Daimeng Wei, Hengchao Shang, Jiaxin Guo, Zongyao Li, Lizhi Lei, Ying Qin, Shimin Tao, Shiliang Sun, Yimeng Chen
HW-TSC's Participation at WMT 2020 Automatic Post Editing Shared Task. WMT@EMNLP (2020)
Shiliang Sun, Zehui Cao, Han Zhu, Jing Zhao
A Survey of Optimization Methods From a Machine Learning Perspective. IEEE Trans. Cybern. 50 (8) (2020)
Mengran Yu, Shiliang Sun
Policy-based reinforcement learning for time series anomaly detection. Eng. Appl. Artif. Intell. 95 (2020)
Daoming Zong, Shiliang Sun
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification. CoRR (2020)
Yueyue Hu, Shiliang Sun, Xin Xu, Jing Zhao
Attentive multi-view reinforcement learning. Int. J. Mach. Learn. Cybern. 11 (11) (2020)
Yueyue Hu, Shiliang Sun, Xin Xu, Jing Zhao
Multi-View Deep Attention Network for Reinforcement Learning (Student Abstract). AAAI (2020)
Dejun Chu, Changshui Zhang, Shiliang Sun, Qing Tao
-norm Ball. ICML (2020)
Jing Zhao, Shiliang Sun, Huijuan Wang, Zehui Cao
Promoting active learning with mixtures of Gaussian processes. Knowl. Based Syst. 188 (2020)
Xuli Sun, Shiliang Sun
Adversarial Attacks for Multi-view Deep Models. CoRR (2020)
Shiliang Sun, Xijiong Xie, Chao Dong
Multiview Learning With Generalized Eigenvalue Proximal Support Vector Machines. IEEE Trans. Cybern. 49 (2) (2019)
Xijiong Xie, Shiliang Sun
General multi-view learning with maximum entropy discrimination. Neurocomputing 332 (2019)
Jingjing Fei, Shiliang Sun
Online Anomaly Detection with Sparse Gaussian Processes. CoRR (2019)
Shiliang Sun, Yuhan Liu, Liang Mao
Multi-view learning for visual violence recognition with maximum entropy discrimination and deep features. Inf. Fusion 50 (2019)
Changzhi Sun, Yeyun Gong, Yuanbin Wu, Ming Gong, Daxin Jiang, Man Lan, Shiliang Sun, Nan Duan
Joint Type Inference on Entities and Relations via Graph Convolutional Networks. ACL (1) (2019)
Guoqing Chao, Shiliang Sun
Semi-supervised multi-view maximum entropy discrimination with expectation Laplacian regularization. Inf. Fusion 45 (2019)
Ziang Dong, Jing Zhao, Shiliang Sun
A Conditional Random Fields Based Framework for Multiview Sequential Data Modeling. ICONIP (5) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shiliang Sun