Xinlin Li

4 papers · 2021–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) ICCV (1) Interspeech (1)

Top co-authors

Vahid Partovi Nia (3) Yaoliang Yu (2) Rui Heng Yang (2) Bang Liu (2) Chao Xing (2) Wulong Liu (1) Vanessa Courville (1) Yiwei Lu (1) Chunjing XU (1) Anderson R. Avila (1)

Research topics

Machine Learning (4) Application Areas (4) Deep Learning (3) Artificial Intelligence (2) Core AI (2) Optimization & Theory · Deep Learning (2) Techniques (2) Speech & Audio (1) Architectures (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Recognition (1)

Keywords

model compression (3) shift neural network (2) edge computing (2) weight quantization (2) power-of-two quantization (2) neural network optimization (2) gradient approximation (1) low-bit quantization (1) residual network (1) neural network binarization (1) binary neural network (1) proximal quantizer (1) sign function (1) low-bit network (1) shift network (1) model quantization (1) spoken language understanding (1) gradient descent (1) proximal operator (1) convolutional neural network (1)

Papers

DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization ICCV 2023 Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers NeurIPS 2023 Low-bit Shift Network for End-to-End Spoken Language Understanding Interspeech 2022 S$^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks NeurIPS 2021