Sheng Qian

According to our database, Sheng Qian authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs.

Luchang Li, Sheng Qian, Jie Lu, Lunxi Yuan, Rui Wang, Qin Xie

CoRR, 2024

2023

Automatic Semantic Typing of Pet E-commerce Products Using Crowdsourced Reviews: An Experimental Study.

Xinyu Liu, Tiancheng Sun, Diantian Fu, Zijue Li, Sheng Qian, Ruyue Meng, Mayank Kejriwal

Proceedings of the Knowledge Graphs and Semantic Web, 2023

2022

Annotating functional effects of non-coding variants in neuropsychiatric cell types by deep transfer learning.

Boqiao Lai, Sheng Qian, Hanwei Zhang, Siwei Zhang, Anna A. Kozlova, Jubao Duan, Jinbo Xu, Xin He

PLoS Comput. Biol., 2022

Adversarial Adaptive Interpolation in Autoencoders for Dually Regularizing Representation Learning.

Guanyue Li, Xiwen Wei, Si Wu, Zhiwen Yu, Sheng Qian, Hau-San Wong

IEEE Multim., 2022

2021

Adversarial Adaptive Interpolation for Regularizing Representation Learning and Image Synthesis in Autoencoders.

Guanyue Li, Xiwen Wei, Sheng Qian, Si Wu, Zhiwen Yu, Hau-San Wong

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

High Fidelity GAN Inversion via Prior Multi-Subspace Feature Composition.

Guanyue Li, Qianfen Jiao, Sheng Qian, Si Wu, Hau-San Wong

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Encoding sparse and competitive structures among tasks in multi-task learning.

Cheng Liu, Chutao Zheng, Sheng Qian, Si Wu, Hau-San Wong

Pattern Recognit., 2019

Unsupervised Multi-task Learning with Hierarchical Data Structure.

Wenming Cao, Sheng Qian, Si Wu, Hau-San Wong

Pattern Recognit., 2019

Leveraging genetic interactions for adverse drug-drug interaction prediction.

Sheng Qian, Siqi Liang, Haiyuan Yu

PLoS Comput. Biol., 2019

Learning engagement via promoting situational interest in a blended learning environment.

Yan Keung Hui, Chen Li, Sheng Qian, Lam For Kwok

J. Comput. High. Educ., 2019

Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations.

Sheng Qian, Guanyue Li, Wen-Ming Cao, Cheng Liu, Si Wu, Hau-San Wong

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Adaptive activation functions in convolutional neural networks.

Sheng Qian, Hua Liu, Cheng Liu, Si Wu, Hau-San Wong

Neurocomputing, 2018

Coupled Learning for Image Generation and Latent Representation Inference Using MMD.

Sheng Qian, Wen-ming Cao, Rui Li, Si Wu, Hau-San Wong

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Self-supervised GAN for Image Generation by Correlating Image Channels.

Sheng Qian, Wen-ming Cao, Rui Li, Si Wu, Hau-San Wong

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Cross-domain Semantic Feature Learning via Adversarial Adaptation Networks.

Rui Li, Wen-ming Cao, Sheng Qian, Hau-San Wong, Si Wu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Efficient Direct Structured Subspace Clustering.

Wen-ming Cao, Rui Li, Sheng Qian, Si Wu, Hau-San Wong

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Cultivating Situational Interest in Blended Learning Environment.

Yan Keung Hui, Chen Li, Sheng Qian, Lam-for Kwok

Proceedings of the Blended Learning. Enhancing Learning Success, 2018

2017

Locality-Sensitive Term Weighting for Short Text Clustering.

Chutao Zheng, Sheng Qian, Wen-Ming Cao, Hau-San Wong

Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Review of Learning Behaviors in Using E-Schoolbag: Enhancing Academic Performance in Primary Chinese.

Yan Keung Hui, Bo Mai, Sheng Qian, Lam For Kwok

Proceedings of the Blended Learning. New Challenges and Innovative Practices, 2017

2016

Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin.

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

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

A Deep Neural Network for Modeling Music.

Pengjing Zhang, Xiaoqing Zheng, Wenqiang Zhang, Siyan Li, Sheng Qian, Wenqi He, Shangtong Zhang, Ziyuan Wang

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015