Sheng Qian

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Transfer Learning

Image Generation

Blended Learning Environment

Top Venues

Pattern Recognit.

PLoS Comput. Biol.

Publications

Luchang Li, Sheng Qian, Jie Lu, Lunxi Yuan, Rui Wang, Qin Xie
Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs. CoRR (2024)
Xinyu Liu, Tiancheng Sun, Diantian Fu, Zijue Li, Sheng Qian, Ruyue Meng, Mayank Kejriwal
Automatic Semantic Typing of Pet E-commerce Products Using Crowdsourced Reviews: An Experimental Study. KGSWC (2023)
Boqiao Lai, Sheng Qian, Hanwei Zhang, Siwei Zhang, Anna A. Kozlova, Jubao Duan, Jinbo Xu, Xin He
Annotating functional effects of non-coding variants in neuropsychiatric cell types by deep transfer learning. PLoS Comput. Biol. 18 (5) (2022)
Guanyue Li, Xiwen Wei, Si Wu, Zhiwen Yu, Sheng Qian, Hau-San Wong
Adversarial Adaptive Interpolation in Autoencoders for Dually Regularizing Representation Learning. IEEE Multim. 29 (3) (2022)
Guanyue Li, Xiwen Wei, Sheng Qian, Si Wu, Zhiwen Yu, Hau-San Wong
Adversarial Adaptive Interpolation for Regularizing Representation Learning and Image Synthesis in Autoencoders. ICME (2021)
Guanyue Li, Qianfen Jiao, Sheng Qian, Si Wu, Hau-San Wong
High Fidelity GAN Inversion via Prior Multi-Subspace Feature Composition. AAAI (2021)
Sheng Qian, Guanyue Li, Wen-Ming Cao, Cheng Liu, Si Wu, Hau-San Wong
Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations. IJCAI (2019)
Sheng Qian, Siqi Liang, Haiyuan Yu
Leveraging genetic interactions for adverse drug-drug interaction prediction. PLoS Comput. Biol. 15 (5) (2019)
Cheng Liu, Chutao Zheng, Sheng Qian, Si Wu, Hau-San Wong
Encoding sparse and competitive structures among tasks in multi-task learning. Pattern Recognit. 88 (2019)
Yan Keung Hui, Chen Li, Sheng Qian, Lam For Kwok
Learning engagement via promoting situational interest in a blended learning environment. J. Comput. High. Educ. 31 (2) (2019)
Wenming Cao, Sheng Qian, Si Wu, Hau-San Wong
Unsupervised Multi-task Learning with Hierarchical Data Structure. Pattern Recognit. 86 (2019)
Wen-ming Cao, Rui Li, Sheng Qian, Si Wu, Hau-San Wong
Efficient Direct Structured Subspace Clustering. ICONIP (4) (2018)
Sheng Qian, Hua Liu, Cheng Liu, Si Wu, Hau-San Wong
Adaptive activation functions in convolutional neural networks. Neurocomputing 272 (2018)
Yan Keung Hui, Chen Li, Sheng Qian, Lam-for Kwok
Cultivating Situational Interest in Blended Learning Environment. ICBL (2018)
Sheng Qian, Wen-ming Cao, Rui Li, Si Wu, Hau-San Wong
Self-supervised GAN for Image Generation by Correlating Image Channels. PCM (2) (2018)
Sheng Qian, Wen-ming Cao, Rui Li, Si Wu, Hau-San Wong
Coupled Learning for Image Generation and Latent Representation Inference Using MMD. PCM (2) (2018)
Rui Li, Wen-ming Cao, Sheng Qian, Hau-San Wong, Si Wu
Cross-domain Semantic Feature Learning via Adversarial Adaptation Networks. ICPR (2018)
Chutao Zheng, Sheng Qian, Wen-Ming Cao, Hau-San Wong
Locality-Sensitive Term Weighting for Short Text Clustering. ICONIP (1) (2017)
Yan Keung Hui, Bo Mai, Sheng Qian, Lam For Kwok
A Review of Learning Behaviors in Using E-Schoolbag: Enhancing Academic Performance in Primary Chinese. ICBL (2017)
Dario Amodei, Sundaram Ananthanarayanan, Rishita Anubhai, Jingliang Bai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse H. Engel, Linxi Fan, Christopher Fougner, Awni Y. Hannun, Billy Jun, Tony Han, Patrick LeGresley, Xiangang Li, Libby Lin, Sharan Narang, Andrew Y. Ng, Sherjil Ozair, Ryan Prenger, Sheng Qian, Jonathan Raiman, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Chong Wang, Yi Wang, Zhiqian Wang, Bo Xiao, Yan Xie, Dani Yogatama, Jun Zhan, Zhenyao Zhu
Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin. ICML (2016)
Pengjing Zhang, Xiaoqing Zheng, Wenqiang Zhang, Siyan Li, Sheng Qian, Wenqi He, Shangtong Zhang, Ziyuan Wang
A Deep Neural Network for Modeling Music. ICMR (2015)