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ORCIDLi Shen 0005
Person information
- affiliation: Alibaba Group, Beijing, China
- affiliation: Tencent AI Lab, Shenzhen, China
- affiliation (2016-2018): University of Oxford, Visual Geometry Group, UK
- affiliation (PhD 2015): Chinese Academy of Sciences, Beijing, China
- not to be confused with: Li Shen 0008
Other persons with the same name
- Li Shen — disambiguation page
- Li Shen 0001
![[0000-0002-5443-0503]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5443-0503")
— University of Pennsylvania, Philadelphia, USA (and 3 more) - Li Shen 0002 — Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China
- Li Shen 0003 — Institute for Infocomm Research, Singapore
- Li Shen 0004 — Southwest Jiaotong University, Faculty of Geosciences and Environmental Engineering, Chengdu, China (and 1 more)
- Li Shen 0006 — Osaka University, Graduate School of Information Science and Technology, Japan
- Li Shen 0007 — National University of Defense Technology, School of Computer, Changsha, Hunan, China
- Li Shen 0008 — JD Explore Academy, Beijing, China (and 2 more)
- Li Shen 0009 — Beihang University, School of Automation Science and Electrical Engineering, Beijing, China
- Li Shen 0010 — Huazhong University of Science and Technology, School of Optical and Electronic Information, Wuhan, China
- Li Shen 0011 — Beijing Institute of Remote Sensing, China
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2020 – today
- 2024
[j6]Fa-Ting Hong, Li Shen, Dan Xu:
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 2997-3012 (2024)- 2023
- [j5]Sicong Tang, Guangyuan Wang, Qing Ran, Lingzhi Li, Li Shen, Ping Tan:
High-Resolution Volumetric Reconstruction for Clothed Humans. ACM Trans. Graph. 42(5): 170:1-170:15 (2023) - [c19]Shenao Zhang, Li Shen, Lei Han, Li Shen:
Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning. CoLLAs 2023: 292-317 - [c18]Shiyao Xu, Lingzhi Li, Li Shen, Zhouhui Lian:
DeSRF: Deformable Stylized Radiance Field. CVPR Workshops 2023: 709-718 - [i27]Fa-Ting Hong, Li Shen, Dan Xu:
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation. CoRR abs/2305.06225 (2023) - 2022
- [j4]Congliang Chen, Li Shen, Fangyu Zou, Wei Liu:
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. J. Mach. Learn. Res. 23: 229:1-229:47 (2022) - [j3]Yuesong Tian, Li Shen, Li Shen, Guinan Su, Zhifeng Li, Wei Liu:
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6752-6766 (2022) - [c17]Fa-Ting Hong, Longhao Zhang, Li Shen, Dan Xu:
Depth-Aware Generative Adversarial Network for Talking Head Video Generation. CVPR 2022: 3387-3396 - [c16]Shiyao Xu, Lingzhi Li, Li Shen, Yifang Men, Zhouhui Lian:
Your3dEmoji: Creating Personalized Emojis via One-shot 3D-aware Cartoon Avatar Synthesis. SIGGRAPH Asia Technical Communications 2022: 8:1-8:4 - [i26]Fa-Ting Hong, Longhao Zhang, Li Shen, Dan Xu:
Depth-Aware Generative Adversarial Network for Talking Head Video Generation. CoRR abs/2203.06605 (2022) - [i25]Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo:
Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis. CoRR abs/2205.14473 (2022) - [i24]Hanchi Huang, Deheng Ye, Li Shen, Wei Liu:
Curriculum-based Asymmetric Multi-task Reinforcement Learning. CoRR abs/2211.03352 (2022) - 2021
- [c15]Congliang Chen, Jiawei Zhang, Li Shen, Peilin Zhao, Zhi-Quan Luo:
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization. AISTATS 2021: 1594-1602 - [i23]Congliang Chen, Li Shen, Fangyu Zou, Wei Liu:
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. CoRR abs/2101.05471 (2021) - [i22]Han Huang, Li Shen, Chaoyang He, Weisheng Dong, Haozhi Huang, Guangming Shi:
Lightweight Image Super-Resolution with Hierarchical and Differentiable Neural Architecture Search. CoRR abs/2105.03939 (2021) - [i21]Boxi Wu, Heng Pan, Li Shen, Jindong Gu, Shuai Zhao, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu:
Attacking Adversarial Attacks as A Defense. CoRR abs/2106.04938 (2021) - [i20]Shenao Zhang, Li Shen, Zhifeng Li, Wei Liu:
Structure-Regularized Attention for Deformable Object Representation. CoRR abs/2106.06672 (2021) - [i19]Shenao Zhang, Li Shen, Lei Han, Li Shen:
Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning. CoRR abs/2108.12988 (2021) - [i18]Chaoyang He, Alay Dilipbhai Shah, Zhenheng Tang, Di Fan, Adarshan Naiynar Sivashunmugam, Keerti Bhogaraju, Mita Shimpi, Li Shen, Xiaowen Chu, Mahdi Soltanolkotabi, Salman Avestimehr:
FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks. CoRR abs/2111.11066 (2021) - 2020
- [j2]Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Enhua Wu:
Squeeze-and-Excitation Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42(8): 2011-2023 (2020) - [c14]Chaoyang He, Haishan Ye, Li Shen, Tong Zhang:
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. CVPR 2020: 11990-11999 - [c13]Zhishuai Guo, Mingrui Liu, Zhuoning Yuan, Li Shen, Wei Liu, Tianbao Yang:
Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks. ICML 2020: 3864-3874 - [i17]Chaoyang He, Haishan Ye, Li Shen, Tong Zhang:
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. CoRR abs/2003.12238 (2020) - [i16]Congliang Chen, Li Shen, Haozhi Huang, Wei Liu:
Quantized Adam with Error Feedback. CoRR abs/2004.14180 (2020) - [i15]Zhishuai Guo, Mingrui Liu, Zhuoning Yuan, Li Shen, Wei Liu, Tianbao Yang:
Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks. CoRR abs/2005.02426 (2020) - [i14]Yucong Shen, Li Shen, Hao-Zhi Huang, Xuan Wang, Wei Liu:
CPOT: Channel Pruning via Optimal Transport. CoRR abs/2005.10451 (2020) - [i13]Jie An, Tao Li, Haozhi Huang, Li Shen, Xuan Wang, Yongyi Tang, Jinwen Ma, Wei Liu, Jiebo Luo:
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning. CoRR abs/2006.09029 (2020) - [i12]Yuesong Tian, Li Shen, Li Shen, Guinan Su, Zhifeng Li, Wei Liu:
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks. CoRR abs/2006.09134 (2020) - [i11]Chaoyang He, Songze Li, Jinhyun So, Mi Zhang, Hongyi Wang, Xiaoyang Wang, Praneeth Vepakomma, Abhishek Singh, Hang Qiu, Li Shen, Peilin Zhao, Yan Kang, Yang Liu, Ramesh Raskar, Qiang Yang, Murali Annavaram, Salman Avestimehr:
FedML: A Research Library and Benchmark for Federated Machine Learning. CoRR abs/2007.13518 (2020) - [i10]Xiaojun Chen, Shu Yang, Li Shen, Xuanrong Pang:
A Distributed Training Algorithm of Generative Adversarial Networks with Quantized Gradients. CoRR abs/2010.13359 (2020)
2010 – 2019
- 2019
- [c12]Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu:
A Sufficient Condition for Convergences of Adam and RMSProp. CVPR 2019: 11127-11135 - 2018
- [c11]Jie Hu, Li Shen, Gang Sun:
Squeeze-and-Excitation Networks. CVPR 2018: 7132-7141 - [c10]Weidi Xie, Li Shen, Andrew Zisserman:
Comparator Networks. ECCV (11) 2018: 811-826 - [c9]Qiong Cao, Li Shen, Weidi Xie, Omkar M. Parkhi, Andrew Zisserman:
VGGFace2: A Dataset for Recognising Faces across Pose and Age. FG 2018: 67-74 - [c8]Li Shen, Peng Sun, Yitong Wang, Wei Liu, Tong Zhang:
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method. ICML 2018: 4641-4650 - [c7]Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Andrea Vedaldi:
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks. NeurIPS 2018: 9423-9433 - [i9]Li Shen, Peng Sun, Yitong Wang, Wei Liu, Tong Zhang:
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method. CoRR abs/1805.06137 (2018) - [i8]Weidi Xie, Li Shen, Andrew Zisserman:
Comparator Networks. CoRR abs/1807.11440 (2018) - [i7]Fangyu Zou, Li Shen:
On the Convergence of AdaGrad with Momentum for Training Deep Neural Networks. CoRR abs/1808.03408 (2018) - [i6]Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Andrea Vedaldi:
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks. CoRR abs/1810.12348 (2018) - [i5]Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu:
A Sufficient Condition for Convergences of Adam and RMSProp. CoRR abs/1811.09358 (2018) - 2017
- [c6]Li Shen, Wei Liu, Ganzhao Yuan, Shiqian Ma:
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization. ICML 2017: 3125-3134 - [i4]Jie Hu, Li Shen, Gang Sun:
Squeeze-and-Excitation Networks. CoRR abs/1709.01507 (2017) - [i3]Qiong Cao, Li Shen, Weidi Xie, Omkar M. Parkhi, Andrew Zisserman:
VGGFace2: A dataset for recognising faces across pose and age. CoRR abs/1710.08092 (2017) - 2016
- [c5]Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie:
Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks. AAAI 2016: 3697-3704 - [c4]Li Shen, Zhouchen Lin, Qingming Huang:
Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks. ECCV (7) 2016: 467-482 - [i2]Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie:
Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks. CoRR abs/1603.07772 (2016) - 2015
- [j1]Li Shen, Gang Sun, Qingming Huang, Shuhui Wang, Zhouchen Lin, Enhua Wu:
Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification. IEEE Trans. Image Process. 24(10): 3109-3123 (2015) - [c3]Li Shen, Gang Sun, Zhouchen Lin, Qingming Huang, Enhua Wu:
Adaptive Sharing for Image Classification. IJCAI 2015: 2183-2190 - [i1]Li Shen, Zhouchen Lin, Qingming Huang:
Learning Deep Convolutional Neural Networks for Places2 Scene Recognition. CoRR abs/1512.05830 (2015) - 2014
- [c2]Li Shen, Gang Sun, Shuhui Wang, Enhua Wu, Qingming Huang:
Sharing model with multi-level feature representations. ICIP 2014: 5931-5935 - 2013
- [c1]Li Shen, Shuhui Wang, Gang Sun, Shuqiang Jiang, Qingming Huang:
Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization. CVPR 2013: 383-390
Coauthor Index
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