Search Results for author: Wenlu Wang

Found 8 papers, 4 papers with code

Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation

no code implementations21 May 2024 Haoteng Tang, Guodong Liu, Siyuan Dai, Kai Ye, Kun Zhao, Wenlu Wang, Carl Yang, Lifang He, Alex Leow, Paul Thompson, Heng Huang, Liang Zhan

The MRI-derived brain network serves as a pivotal instrument in elucidating both the structural and functional aspects of the brain, encompassing the ramifications of diseases and developmental processes.

Graph Learning

A Transformer-based Generative Model for De Novo Molecular Design

no code implementations17 Oct 2022 Wenlu Wang, Ye Wang, Honggang Zhao, Simone Sciabola

In the scope of drug discovery, the molecular design aims to identify novel compounds from the chemical space where the potential drug-like molecules are estimated to be in the order of 10^60 - 10^100.

Drug Discovery valid

RFID-Based Indoor Spatial Query Evaluation with Bayesian Filtering Techniques

1 code implementation2 Apr 2022 Bo Hui, Wenlu Wang, Jiao Yu, Zhitao Gong, Wei-Shinn Ku, Min-Te Sun, Hua Lu

Based on the inference method and tracking models, we develop innovative indoor range and k nearest neighbor (kNN) query algorithms.

Joint-optimization of Node placement and UAV's Trajectory for Self-sustaining Air-Ground IoT system

no code implementations7 Feb 2022 Wen Zhang, Wenlu Wang, Mehdi Sookhak, Chen Pan

Due to the sustainable power supply and environment-friendly features, self-powered IoT devices have been increasingly employed in various fields such as providing observation data in remote areas, especially in rural areas or post-disaster scenarios.

SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension

no code implementations28 Aug 2019 Jingjing Li, Wenlu Wang, Wei-Shinn Ku, Yingtao Tian, Haixun Wang

A natural language interface (NLI) to databases is an interface that translates a natural language question to a structured query that is executable by database management systems (DBMS).

Management Reading Comprehension

A Transfer-Learnable Natural Language Interface for Databases

2 code implementations7 Sep 2018 Wenlu Wang, Yingtao Tian, Hongyu Xiong, Haixun Wang, Wei-Shinn Ku

In this work, we introduce a general purpose transfer-learnable NLI with the goal of learning one model that can be used as NLI for any relational database.

Management Natural Language Queries

Adversarial Texts with Gradient Methods

1 code implementation22 Jan 2018 Zhitao Gong, Wenlu Wang, Bo Li, Dawn Song, Wei-Shinn Ku

In addition, we empirically show that WMD is closely related to the quality of adversarial texts.

Adversarial and Clean Data Are Not Twins

1 code implementation17 Apr 2017 Zhitao Gong, Wenlu Wang, Wei-Shinn Ku

Adversarial attack has cast a shadow on the massive success of deep neural networks.

Adversarial Attack

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