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C

Chandan K. Reddy

Georgia Institute of Technology

43H-index
321Paper Count
7.2KCitation Count
Published Papers 26
Publication Date
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Multi-Label Clinical Time-Series Generation via Conditional GAN
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-04-01
err4
errOAAI
errLu, Chang; Reddy, Chandan K.; Wang, Ping; Nie, Dong; Ning, Yue
errShare
errSave
StructCoder: Structure-Aware Transformer for Code Generation
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-01-12
err10
errOAAI
errTipirneni, Sindhu; Zhu, Ming; Reddy, Chandan K.
errShare
errSave
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-08-01
err8
errOAAI
errNayebi, Amin; Tipirneni, Sindhu; Reddy, Chandan K.; Foreman, Brandon; Subbian, Vignesh
errShare
errSave
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-07-01
err8
errOAAI
errGhaderi, Hamid; Foreman, Brandon; Nayebi, Amin; Tipirneni, Sindhu; Reddy, Chandan K.; Subbian, Vignesh
errShare
errSave
Self-Supervised Graph Learning With Hyperbolic Embedding for Temporal Health Event Prediction
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-04-01
err18
errOAAI
errLu, Chang; Reddy, Chandan K.; Ning, Yue
errShare
errSave
Supervised Contrastive Learning for Interpretable Long-Form Document Matching
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-02-20
err4
errOAAI
errJha, Akshita; Rakesh, Vineeth; Chandrashekar, Jaideep; Samavedhi, Adithya; Reddy, Chandan K.
errShare
errSave
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2022-07-30
err48
errOAAI
errTipirneni, Sindhu; Reddy, Chandan K.
errShare
errSave
Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction
errSCIENTIFIC REPORTS
IF3.9
err2022-06-24
err9
errOAAI
errAgarwal, Khushbu; Choudhury, Sutanay; Tipirneni, Sindhu; Mukherjee, Pritam; Ham, Colby; Tamang, Suzanne; Baker, Matthew; Tang, Siyi; Kocaman, Veysel; Gevaert, Olivier; Rallo, Robert; Reddy, Chandan K.
errShare
errSave
Self-supervised Short-text Modeling through Auxiliary Context Generation
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2022-04-12
err5
errOAAI
errChoudhary, Nurendra; Aggarwal, Charu C.; Subbian, Karthik; Reddy, Chandan K.
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errSave
Corpus-level and Concept-based Explanations for Interpretable Document Classification
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2021-10-22
err2
errOAAI
errShi, Tian; Zhang, Xuchao; Wang, Ping; Reddy, Chandan K.
errShare
errSave
MedFuseNet: An attention-based multimodal deep learning model for visual question answering in the medical domain
errSCIENTIFIC REPORTS
IF3.9
err2021-10-06
err28
errOAAI
errSharma, Dhruv; Purushotham, Sanjay; Reddy, Chandan K.
errShare
errSave
A Novel Tensor-Based Temporal Multi-Task Survival Analysis Model
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2021-09-01
err5
errOAAI
errWang, Ping; Shi, Tian; Reddy, Chandan K.
errShare
errSave
A deep convolutional neural network based approach for vehicle classification using large-scale GPS trajectory data
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2020-07-01
err38
PREAI
errDabiri, Sina; Markovic, Nikola; Heaslip, Kevin; Reddy, Chandan K.
errShare
errSave
Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2020-05-01
err86
errOAAI
errDabiri, Sina; Lu, Chang-Tien; Heaslip, Kevin; Reddy, Chandan K.
errShare
errSave
Probabilistic Topic Modeling for Comparative Analysis of Document Collections
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2020-03-04
err21
errOAAI
errHua, Ting; Lu, Chang-Tien; Choo, Jaegul; Reddy, Chandan K.
errShare
errSave
Machine Learning for Survival Analysis: A Survey
errACM COMPUTING SURVEYS
IF28
err2019-02-27
err369
PREAI
errWang, Ping; Li, Yan; Reddy, Chandan K.
errShare
errSave
A Real-Time Convolutional Neural Network Based Speech Enhancement for Hearing Impaired Listeners Using Smartphone
errIEEE ACCESS
IF3.6
err2019-01-01
err41
errOAAI
errBhat, Gautam S.; Shankar, Nikhil; Reddy, Chandan K. A.; Panahi, Issa M. S.
errShare
errSave
Deep Reinforcement Learning for Sequence-to-Sequence Models
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2019-01-01
err119
errOAAI
errKeneshloo, Yaser; Shi, Tian; Ramakrishnan, Naren; Reddy, Chandan K.
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errSave
An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid Users With Smartphone as an Assistive Device
errieee signal processing magazine
IF3.9
err2017-11-01
err51
errOAAI
errReddy, Chandan Karadagur Ananda; Shankar, Nikhil; Bhat, Gautam Shreedhar; Charan, Ram; Panahi, Issa
errShare
errSave
Pre-Processing Censored Survival Data Using Inverse Covariance Matrix Based Calibration
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2017-10-01
err4
errOAAI
errVinzamuri, Bhanukiran; Li, Yan; Reddy, Chandan K.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
C
Charų C. Aggarwal
H-index: 107 · Papers: 761
O
Olivier Gevaert
H-index: 59 · Papers: 551
M
Matthew Baker
H-index: 55 · Papers: 232
N
Naren Ramakrishnan
H-index: 55 · Papers: 586
H
Haesun Park
H-index: 54 · Papers: 303
View more