Junyuan Shang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 35

Top Topics

Scene Classification

Continuous Action

Manifold Alignment

Domain Adaptation

Top Venues

Multim. Tools Appl.

Publications

Chang Niu, Junyuan Shang, Zhiheng Zhou, Junmei Yang
Consistent representation joint adaptive adjustment for incremental zero-shot learning. Neurocomputing 606 (2024)
Junyuan Shang, Chang Niu, Xiyuan Tao, Zhiheng Zhou, Junmei Yang
Generalized zero-shot action recognition through reservation-based gate and semantic-enhanced contrastive learning. Knowl. Based Syst. 301 (2024)
Chang Niu, Junyuan Shang, Zhiheng Zhou, Junmei Yang
Superclass-aware visual feature disentangling for generalized zero-shot learning. Expert Syst. Appl. 258 (2024)
Yilong Chen, Guoxia Wang, Junyuan Shang, Shiyao Cui, Zhenyu Zhang, Tingwen Liu, Shuohuan Wang, Yu Sun, Dianhai Yu, Hua Wu
NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time. ACL (1) (2024)
Junyuan Shang, Chang Niu, Wenlve Zhou, Zhiheng Zhou, Junmei Yang
Graph-Based Semantic Embedding Refinement for Zero-Shot Remote Sensing Image Scene Classification. IEEE Trans. Aerosp. Electron. Syst. 60 (1) (2024)
Yilong Chen, Junyuan Shang, Zhenyu Zhang, Shiyao Cui, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu
LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion. ACL (1) (2024)
Yilong Chen, Linhao Zhang, Junyuan Shang, Zhenyu Zhang, Tingwen Liu, Shuohuan Wang, Yu Sun
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion. CoRR (2024)
Zhiheng Zhou, Xinran Liu, Junyuan Shang, Junchu Huang, Zhihao Li, Haiping Jia
Inpainting Digital Dunhuang Murals with Structure-Guided Deep Network. ACM Journal on Computing and Cultural Heritage 15 (4) (2022)
Junyuan Shang, Chang Niu, Junchu Huang, Zhiheng Zhou, Junmei Yang, Shiting Xu, Liu Yang
Few-shot domain adaptation through compensation-guided progressive alignment and bias reduction. Appl. Intell. 52 (10) (2022)
Junyuan Shang, Shuohuan Wang, Yu Sun, Yanjun Yu, Yue Zhou, Li Xiang, Guixiu Yang
X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications. SemEval@NAACL (2022)
Junyuan Shang, Shuohuan Wang, Yu Sun, Yanjun Yu, Yue Zhou, Li Xiang, Guixiu Yang
X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications. CoRR (2022)
Zhiheng Zhou, Yifan Wang, Chang Niu, Junyuan Shang
Label-guided heterogeneous domain adaptation. Multim. Tools Appl. 81 (14) (2022)
Shiting Xu, Zhiheng Zhou, Junyuan Shang
Asymmetric Adversarial-based Feature Disentanglement Learning for Cross-Database Micro-Expression Recognition. ACM Multimedia (2022)
Chang Niu, Junyuan Shang, Junchu Huang, Junmei Yang, Yuting Song, Zhiheng Zhou, Guoxu Zhou
Unbiased feature generating for generalized zero-shot learning. J. Vis. Commun. Image Represent. 89 (2022)
Shuohuan Wang, Yu Sun, Yang Xiang, Zhihua Wu, Siyu Ding, Weibao Gong, Shikun Feng, Junyuan Shang, Yanbin Zhao, Chao Pang, Jiaxiang Liu, Xuyi Chen, Yuxiang Lu, Weixin Liu, Xi Wang, Yangfan Bai, Qiuliang Chen, Li Zhao, Shiyong Li, Peng Sun, Dianhai Yu, Yanjun Ma, Hao Tian, Hua Wu, Tian Wu, Wei Zeng, Ge Li, Wen Gao, Haifeng Wang
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. CoRR (2021)
Siyu Ding, Junyuan Shang, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer. ACL/IJCNLP (1) (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Junyuan Shang, Hongyan Li
Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience. Biomed. Signal Process. Control. 69 (2021)
Yu Sun, Shuohuan Wang, Shikun Feng, Siyu Ding, Chao Pang, Junyuan Shang, Jiaxiang Liu, Xuyi Chen, Yanbin Zhao, Yuxiang Lu, Weixin Liu, Zhihua Wu, Weibao Gong, Jianzhong Liang, Zhizhou Shang, Peng Sun, Wei Liu, Xuan Ouyang, Dianhai Yu, Hao Tian, Hua Wu, Haifeng Wang
ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. CoRR (2021)
Junyuan Shang, Chang Niu, Zhiheng Zhou, Junchu Huang, Zhiwei Yang, Xiangwei Li
Asymmetric alignment joint consistent regularization for multi-source domain adaptation. Multim. Tools Appl. 80 (4) (2021)
Chang Niu, Junyuan Shang, Zhiheng Zhou, Junchu Huang, Tianlei Wang, Xiangwei Li
Common-specific feature learning for multi-source domain adaptation. IET Image Process. 14 (16) (2020)
Shenda Hong, Yuxi Zhou, Junyuan Shang, Cao Xiao, Jimeng Sun
Opportunities and Challenges in Deep Learning Methods on Electrocardiogram Data: A Systematic Review. CoRR (2020)
Junchu Huang, Zhiheng Zhou, Junyuan Shang, Chang Niu
Heterogeneous domain adaptation with label and structural consistency. Multim. Tools Appl. 79 (25-26) (2020)
Shenda Hong, Yuxi Zhou, Junyuan Shang, Cao Xiao, Jimeng Sun
Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review. Comput. Biol. Medicine 122 (2020)
Siyu Ding, Junyuan Shang, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
ERNIE-DOC: The Retrospective Long-Document Modeling Transformer. CoRR (2020)
Yuxi Zhou, Shenda Hong, Junyuan Shang, Meng Wu, Qingyun Wang, Hongyan Li, Junqing Xie
Addressing Noise and Skewness in Interpretable Health-Condition Assessment by Learning Model Confidence. Sensors 20 (24) (2020)
Yen-hsiu Chou, Shenda Hong, Yuxi Zhou, Junyuan Shang, Moxian Song, Hongyan Li
Knowledge-shot learning: An interpretable deep model for classifying imbalanced electrocardiography data. Neurocomputing 417 (2020)
Junyuan Shang, Tengfei Ma, Cao Xiao, Jimeng Sun
Pre-training of Graph Augmented Transformers for Medication Recommendation. IJCAI (2019)
Pengyu Zhang, Junchu Huang, Zhiheng Zhou, Zengqun Chen, Junyuan Shang, Chang Niu, Zhiwei Yang
Joint category-level and discriminative feature learning networks for unsupervised domain adaptation. J. Intell. Fuzzy Syst. 37 (6) (2019)
Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination. AAAI (2019)
Yuxi Zhou, Shenda Hong, Junyuan Shang, Meng Wu, Qingyun Wang, Hongyan Li, Junqing Xie
K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection. IJCAI (2019)
Junyuan Shang, Tengfei Ma, Cao Xiao, Jimeng Sun
Pre-training of Graph Augmented Transformers for Medication Recommendation. CoRR (2019)
Tengfei Ma, Junyuan Shang, Cao Xiao, Jimeng Sun
GENN: Predicting Correlated Drug-drug Interactions with Graph Energy Neural Networks. CoRR (2019)
Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination. CoRR (2018)
Junyuan Shang, Shenda Hong, Yuxi Zhou, Meng Wu, Hongyan Li
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction. ACML (2018)
Shenda Hong, Meng Wu, Yuxi Zhou, Qingyun Wang, Junyuan Shang, Hongyan Li, Junqing Xie
ENCASE: an ENsemble ClASsifiEr for ECG Classification Using Expert Features and Deep Neural Networks. CinC (2017)