Xinlin Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 34

Top Topics

Language Understanding

Efficient Inference

Top Venues

Publications

Yiwei Lu, Yaoliang Yu, Xinlin Li, Vahid Partovi Nia
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers. CoRR (2024)
Xinlin Li, Yiming Wang, Xiaoyu Bi, Yalu Xu, Haojiang Ying, Yiyang Chen
Multi-Dimensional Data Analysis Platform (MuDAP): A Cognitive Science Data Toolbox. Symmetry 16 (4) (2024)
Muqing Liu, Zhuxuan Chen, Qingyi Li, Xinlin Li
Suzhou Garden Dynamic Image Design Based on Digital Media Programming and Sound Visualization. HCI (58) (2024)
Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev, Michael R. Metel, Xinlin Li, Ke Sun, Sobhan Hemati, Masoud Asgharian, Linglong Kong, Wulong Liu, Boxing Chen
Mathematical Challenges in Deep Learning. CoRR (2023)
Phuoc-Hoan Charles Le, Xinlin Li
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models. CVPR Workshops (2023)
Xinlin Li, Merve Karakas, Osama A. Hanna, Mehrdad Kiamari, Jared Ray Coleman, Christina Fragouli, Bhaskar Krishnamachari, Gunjan Verma
Online Allocation of Sensing and Computation in Large Graphs. CIC (2023)
Xia Xu, Wenjie Wang, Zengbei Yuan, Xinlin Li, Tao Wu, Xufeng Yao
Classification of Alzheimer??s Disease using combined features of fMRI Brain Network and clinical scales. PCCNT (2023)
Feng Xu, Huiwen Shi, Xingdong Wu, Xinlin Li, Yong Sun
Experimental study on heat storing and release properties of fluidized bed regenerative device. J. Comput. Methods Sci. Eng. 23 (2) (2023)
Yiwei Lu, Yaoliang Yu, Xinlin Li, Vahid Partovi Nia
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers. NeurIPS (2023)
Matteo Cacciola, Antonio Frangioni, Xinlin Li, Andrea Lodi
Deep Neural Networks Pruning via the Structured Perspective Regularization. SIAM J. Math. Data Sci. 5 (4) (2023)
Xinlin Li, Osama A. Hanna, Christina Fragouli, Suhas N. Diggavi, Gunjan Verma, Joydeep Bhattacharyya
Feature Compression for Multimodal Multi-Object Tracking. MILCOM (2023)
Osama A. Hanna, Xinlin Li, Suhas N. Diggavi, Christina Fragouli
Common Information Dimension. ISIT (2023)
Osama A. Hanna, Xinlin Li, Suhas N. Diggavi, Christina Fragouli
Common Information Dimension. CoRR (2023)
Xinlin Li, Mariana Parazeres, Adam Oberman, Alireza Ghaffari, Masoud Asgharian, Vahid Partovi Nia
EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning Models. SN Comput. Sci. 4 (5) (2023)
Chenlei Zhang, Xinlin Li, Yuchen Luan, Wenjun Fan
A Chaotic Encryption Approach Improving Digital Image Security. CyberC (2023)
Xinlin Li, Bang Liu, Rui Heng Yang, Vanessa Courville, Chao Xing, Vahid Partovi Nia
DenseShift : Towards Accurate and Efficient Low-Bit Power-of-Two Quantization. ICCV (2023)
Phuoc-Hoan Charles Le, Xinlin Li
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models. CoRR (2023)
Xinlin Li, Mariana Parazeres, Adam M. Oberman, Alireza Ghaffari, Masoud Asgharian, Vahid Partovi Nia
EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning Models. CoRR (2022)
Xinlin Li, Lili Tan, Yingxuan Li, Junyu Qi, Puyu Feng, Baoguo Li, De Li Liu, Xueliang Zhang, Gray W. Marek, Yingqi Zhang, Haipeng Liu, Raghavan Srinivasan, Yong Chen
Effects of global climate change on the hydrological cycle and crop growth under heavily irrigated management - A comparison between CMIP5 and CMIP6. Comput. Electron. Agric. 202 (2022)
Anderson R. Avila, Khalil Bibi, Rui Heng Yang, Xinlin Li, Chao Xing, Xiao Chen
Low-bit Shift Network for End-to-End Spoken Language Understanding. CoRR (2022)
Chuanxin Cheng, Shuang Duan, Haidong He, Xinlin Li, Yiyang Chen
A Generalized Robot Navigation Analysis Platform (RoNAP) with Visual Results Using Multiple Navigation Algorithms. Sensors 22 (23) (2022)
Mariana Oliveira Prazeres, Xinlin Li, Adam M. Oberman, Vahid Partovi Nia
EuclidNets: Combining Hardware and Architecture Design for Efficient Training and Inference. ICPRAM (2022)
Xinlin Li, Bang Liu, Rui Heng Yang, Vanessa Courville, Chao Xing, Vahid Partovi Nia
DenseShift: Towards Accurate and Transferable Low-Bit Shift Network. CoRR (2022)
Chengdong Lin, Xinlin Li, Zhenjiang Li, Junhui Hou
Finding Stars From Fireworks: Improving Non-Cooperative Iris Tracking. IEEE Trans. Circuits Syst. Video Technol. 32 (9) (2022)
Matteo Cacciola, Antonio Frangioni, Xinlin Li, Andrea Lodi
Deep Neural Networks pruning via the Structured Perspective Regularization. CoRR (2022)
Osama A. Hanna, Xinlin Li, Christina Fragouli, Suhas N. Diggavi
Can we break the dependency in distributed detection? ISIT (2022)
Anderson R. Avila, Khalil Bibi, Rui Heng Yang, Xinlin Li, Chao Xing, Xiao Chen
Low-bit Shift Network for End-to-End Spoken Language Understanding. INTERSPEECH (2022)
Xinlin Li, Bang Liu, Yaoliang Yu, Wulong Liu, Chunjing Xu, Vahid Partovi Nia
: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks. CoRR (2021)
Xinlin Li, Shuqi Liu, Xinyi Zhang, Linqi Song
Predicting Downside in Stock Market Using Knowledge and News Data. ICPADS (2021)
Xinlin Li, Bang Liu, Yaoliang Yu, Wulong Liu, Chunjing Xu, Vahid Partovi Nia
S$^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks. NeurIPS (2021)
Vahid Partovi Nia, Xinlin Li, Masoud Asgharian, Shoubo Hu, Zhitang Chen, Yanhui Geng
Clustering Causal Additive Noise Models. CoRR (2020)
Alejandro Murua, Ramchalam Ramakrishnan, Xinlin Li, Rui Heng Yang, Vahid Partovi Nia
Tensor train decompositions on recurrent networks. CoRR (2020)
Mahdi Zolnouri, Xinlin Li, Vahid Partovi Nia
Importance of Data Loading Pipeline in Training Deep Neural Networks. CoRR (2020)
Xinlin Li, Vahid Partovi Nia
Random Bias Initialization Improving Binary Neural Network Training. CoRR (2019)