Search Results for author: Tianyu Wu

Found 9 papers, 3 papers with code

Random Copolymer inverse design system orienting on Accurate discovering of Antimicrobial peptide-mimetic copolymers

no code implementations30 Nov 2022 Tianyu Wu, Yang Tang

Herein, we develop a universal random copolymer inverse design system via multi-model copolymer representation learning, knowledge distillation and reinforcement learning.

Activity Prediction Knowledge Distillation +2

Molecular Joint Representation Learning via Multi-modal Information

no code implementations25 Nov 2022 Tianyu Wu, Yang Tang, Qiyu Sun, Luolin Xiong

To further fusing such multi-modal imformation, the correspondence between learned chemical feature from different representation should be considered.

Drug Discovery Representation Learning

3D Reconstruction from public webcams

no code implementations21 Aug 2021 Tianyu Wu, Konrad Schindler, Cenek Albl

It turns out that the task to reconstruct scene structure from webcam streams is very different from standard structure-from-motion (SfM), and conventional SfM pipelines fail.

3D Reconstruction 3D Scene Reconstruction

Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding

1 code implementation ACL 2021 Liying Cheng, Tianyu Wu, Lidong Bing, Luo Si

Prior research work treats this task as a sequence labeling problem and a binary classification problem on two passages that are directly concatenated together, which has a limitation of not fully utilizing the unique characteristics and inherent relations of two different passages.

Argument Pair Extraction (APE)

Cyclic Coordinate Update Algorithms for Fixed-Point Problems: Analysis and Applications

no code implementations8 Nov 2016 Yat Tin Chow, Tianyu Wu, Wotao Yin

To this problem, we apply the coordinate-update algorithms, which update only one or a few components of $x$ at each step.

Optimization and Control Computation 90C06, 90C25, 65K05

Coordinate Friendly Structures, Algorithms and Applications

no code implementations5 Jan 2016 Zhimin Peng, Tianyu Wu, Yangyang Xu, Ming Yan, Wotao Yin

To derive simple subproblems for several new classes of applications, this paper systematically studies coordinate-friendly operators that perform low-cost coordinate updates.

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