Chandan K. Reddy - Publications, H-index & Citations

Chandan K. Reddy

Georgia Institute of Technology

43H指数

321论文数

7.2K被引数

收录论文 26

发表时间

Multi-Label Clinical Time-Series Generation via Conditional GAN

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-04-01

OAAI

Lu, Chang; Reddy, Chandan K.; Wang, Ping; Nie, Dong; Ning, Yue

StructCoder: Structure-Aware Transformer for Code Generation StructCoder: 用于代码生成的结构感知转换器

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2024-01-12

OAAI

Tipirneni, Sindhu; Zhu, Ming; Reddy, Chandan K.

WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values WindowSHAP: 基于Shapley值解释时间序列分类器的有效框架

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-08-01

OAAI

Nayebi, Amin; Tipirneni, Sindhu; Reddy, Chandan K.; Foreman, Brandon; Subbian, Vignesh

A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-07-01

OAAI

Ghaderi, Hamid; Foreman, Brandon; Nayebi, Amin; Tipirneni, Sindhu; Reddy, Chandan K.; Subbian, Vignesh

Self-Supervised Graph Learning With Hyperbolic Embedding for Temporal Health Event Prediction 用于时间健康事件预测的双曲嵌入自监督图学习

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2023-04-01

OAAI

Lu, Chang; Reddy, Chandan K.; Ning, Yue

Supervised Contrastive Learning for Interpretable Long-Form Document Matching

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-02-20

OAAI

Jha, Akshita; Rakesh, Vineeth; Chandrashekar, Jaideep; Samavedhi, Adithya; Reddy, Chandan K.

Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2022-07-30

OAAI

Tipirneni, Sindhu; Reddy, Chandan K.

Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction

SCIENTIFIC REPORTS

IF3.9

2022-06-24

OAAI

Agarwal, Khushbu; Choudhury, Sutanay; Tipirneni, Sindhu; Mukherjee, Pritam; Ham, Colby; Tamang, Suzanne; Baker, Matthew; Tang, Siyi; Kocaman, Veysel; Gevaert, Olivier; Rallo, Robert; Reddy, Chandan K.

Self-supervised Short-text Modeling through Auxiliary Context Generation

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2022-04-12

OAAI

Choudhary, Nurendra; Aggarwal, Charu C.; Subbian, Karthik; Reddy, Chandan K.

Corpus-level and Concept-based Explanations for Interpretable Document Classification 用于可解释文档分类的基于语料库和概念的解释

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2021-10-22

OAAI

Shi, Tian; Zhang, Xuchao; Wang, Ping; Reddy, Chandan K.

MedFuseNet: An attention-based multimodal deep learning model for visual question answering in the medical domain

SCIENTIFIC REPORTS

IF3.9

2021-10-06

OAAI

Sharma, Dhruv; Purushotham, Sanjay; Reddy, Chandan K.

A Novel Tensor-Based Temporal Multi-Task Survival Analysis Model

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2021-09-01

OAAI

Wang, Ping; Shi, Tian; Reddy, Chandan K.

A deep convolutional neural network based approach for vehicle classification using large-scale GPS trajectory data 基于深度卷积神经网络的大规模GPS轨迹车辆分类方法

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2020-07-01

PREAI

Dabiri, Sina; Markovic, Nikola; Heaslip, Kevin; Reddy, Chandan K.

Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2020-05-01

OAAI

Dabiri, Sina; Lu, Chang-Tien; Heaslip, Kevin; Reddy, Chandan K.

Probabilistic Topic Modeling for Comparative Analysis of Document Collections 用于文档集比较分析的概率主题建模

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2020-03-04

OAAI

Hua, Ting; Lu, Chang-Tien; Choo, Jaegul; Reddy, Chandan K.

Machine Learning for Survival Analysis: A Survey 用于生存分析的机器学习: 一项调查

ACM COMPUTING SURVEYS

IF28

2019-02-27

369

PREAI

Wang, Ping; Li, Yan; Reddy, Chandan K.

A Real-Time Convolutional Neural Network Based Speech Enhancement for Hearing Impaired Listeners Using Smartphone

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Bhat, Gautam S.; Shankar, Nikhil; Reddy, Chandan K. A.; Panahi, Issa M. S.

Deep Reinforcement Learning for Sequence-to-Sequence Models 序列到序列模型的深度强化学习

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-01-01

119

OAAI

Keneshloo, Yaser; Shi, Tian; Ramakrishnan, Naren; Reddy, Chandan K.

An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid Users With Smartphone as an Assistive Device

ieee signal processing magazine

IF3.9

2017-11-01

OAAI

Reddy, Chandan Karadagur Ananda; Shankar, Nikhil; Bhat, Gautam Shreedhar; Charan, Ram; Panahi, Issa

Pre-Processing Censored Survival Data Using Inverse Covariance Matrix Based Calibration

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2017-10-01

OAAI

Vinzamuri, Bhanukiran; Li, Yan; Reddy, Chandan K.

研究方向