Siddhartha Asthana

36 papers A* 3A 2B 2C 4Misc 1Journal 2Unranked 22
YearRankTypeTitle / Venue / Authors
2025 — conf
BMI-GP: Unsupervised Breach Merchant Identification via Adaptive Graph Pruning.
ICAIF
Kamna Meena, Subham Kumar Singh, Priyanshi Gupta, Gaurav Oberoi, Nitish Srivasatava, Siddhartha Asthana
2025 — conf
Can curriculum learning overcome structural disparity in MP-GNNs?
CODS
Ushmita Pareek, Raunak Pandey, Krisha Shah, B. Srinath Achary, Sonia Gupta, Siddhartha Asthana
2025 A conf
Towards Equitable Coreset Selection: Addressing Challenges Under Class Imbalance.
CIKM
Liyana Sahir Kallooriyakath, Anugu Namratha Reddy, B. Srinath Achary, Ashutosh Sharma, Krisha Shah, Sonia Gupta, Siddhartha Asthana
2024 — conf
A Scalable Approach to Covariate and Concept Drift Management via Adaptive Data Segmentation.
COMAD/CODS (December)
Vennela Yarabolu, Govind Waghmare, Sonia Gupta, Siddhartha Asthana
2024 J jnl
A Scalable Approach to Covariate and Concept Drift Management via Adaptive Data Segmentation.
CoRR
Vennela Yarabolu, Govind Waghmare, Sonia Gupta, Siddhartha Asthana
2024 A* conf
CASH via Optimal Diversity for Ensemble Learning.
KDD
Pranav Poduval, Sanjay Kumar Patnala, Gaurav Oberoi, Nitish Srivasatava, Siddhartha Asthana
2024 — conf
HeteroFormer: A Structure Aware Heterogeneous Graph Transformer.
BDA (Astronomy, Science, and Engineering)
Himil Vasava, Himank Sehgal, Sonia Gupta, Siddhartha Asthana
2024 — conf
MEGA: Multi-encoder GNN Architecture for Stronger Task Collaboration and Generalization.
ECML/PKDD (7)
Faraz Khoshbakhtian, Gaurav Oberoi, Dionne M. Aleman, Siddhartha Asthana
2024 — conf
SGD-MLP: Structure Generation and Distillation using a graph free MLP.
COMAD/CODS
Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana
2023 B conf
Auto-TabTransformer: Hierarchical Transformers for Self and Semi Supervised Learning in Tabular Data.
IJCNN
Akshay Sethi, Sonia Gupta, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana
2023 — conf
BipNRL: Mutual Information Maximization on Bipartite Graphs for Node Representation Learning.
ECML/PKDD (4)
Pranav Poduval, Gaurav Oberoi, Sangam Verma, Ayush Agarwal, Karamjit Singh, Siddhartha Asthana
2023 — conf
INFRANET: Forecasting intermittent time series using DeepNet with parameterized conditional demand and size distribution.
ICDM (Workshops)
Diksha Shrivastava, Sarthak Pujari, Yatin Katyal, Siddhartha Asthana, Chandrudu K, Aakashdeep Singh
2023 — conf
Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning.
ECML/PKDD (3)
Akshay Sethi, Sonia Gupta, Aakarsh Malhotra, Siddhartha Asthana
2023 — conf
Learning Temporal Representations of Bipartite Financial Graphs.
ICAIF
Pritam Kumar Nath, Govind Waghmare, Nikhil Tumbde, Nitish Kumar, Siddhartha Asthana
2022 A conf
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes.
CIKM
Govind Waghmare, Ankur Debnath, Siddhartha Asthana, Aakarsh Malhotra
2022 J jnl
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes.
CoRR
Govind Waghmare, Ankur Debnath, Siddhartha Asthana, Aakarsh Malhotra
2021 — conf
Adversarial Generation of Temporal Data: A Critique on Fidelity of Synthetic Data.
PKDD/ECML Workshops (1)
Ankur Debnath, Nitish Gupta, Govind Waghmare, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora
2021 — conf
CuRL: Coupled Representation Learning of Cards and Merchants to Detect Transaction Frauds.
ICANN (5)
Maitrey Gramopadhye, Shreyansh Singh, Kushagra Agarwal, Nitish Srivasatava, Alok Singh, Siddhartha Asthana, Ankur Arora
2021 Misc conf
MeDML: Med-Dynamic Meta Learning - A multi-layered representation to identify provider fraud in healthcare.
FLAIRS
Nitish Kumar, Deepak Chaurasiya, Alok Singh, Siddhartha Asthana, Kushagra Agarwal, Ankur Arora
2021 C conf
Modeling approaches for Silent Attrition prediction in Payment networks.
ICMLA
Lalasa Dheekollu, Hardik Wadhwa, Siddharth Vimal, Anubhav Gupta, Siddhartha Asthana, Ankur Arora, Smriti Gupta
2021 C conf
Temporal Debiasing using Adversarial Loss based GNN architecture for Crypto Fraud Detection.
ICMLA
Aditya Singh, Anubhav Gupta, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora
2020 C conf
Deep Learning based Time Series Forecasting.
ICMLA
Kushagra Agarwal, Lalasa Dheekollu, Gaurav Dhama, Ankur Arora, Siddhartha Asthana, Tanmoy Bhowmik
2020 C conf
Pandemic spread prediction and healthcare preparedness through financial and mobility data.
ICMLA
Nidhi Mulay, Vikas Bishnoi, Himanshi Charotia, Siddhartha Asthana, Gaurav Dhama, Ankur Arora
2016 A* conf
A Real-Time IVR Platform for Community Radio.
CHI
Konstantinos Kazakos, Siddhartha Asthana, Madeline Balaam, Mona Duggal, Amey Holden, Limalemla Jamir, Nanda Kishore Kannuri, Saurabh Kumar, Amarendar Reddy Manindla, Subhashini Arcot Manikam, G. V. S. Murthy, Papreen Nahar, Peter Phillimore, Shreyaswi Sathyanath, Pushpendra Singh, Meenu Singh, Peter C. Wright, Deepika Yadav, Patrick Olivier
2015 — conf
Adaptive framework for data transmission over GSM voice channel for developing regions.
NTMS
Siddhartha Asthana, Pushpendra Singh, Shraddha Jain
2015 — conf
Data Driven Usability: A Case for Adaptive Interfaces in Voice Based Menu Systems.
CHINZ
Siddhartha Asthana, Pushpendra Singh
2015 — conf
Maareech: Usability Testing Tool for Voice Response System Using XML Based User Models.
HCI (18)
Siddhartha Asthana, Pushpendra Singh
2015 A* conf
Survival Analysis: Objective assessment of Wait Time in HCI.
CHI
Siddhartha Asthana, Pushpendra Singh, Parul Gupta
2013 — conf
A usability study of adaptive interfaces for interactive voice response system.
ACM DEV (3)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
2013 — conf
Airavat: an automated system to increase transparency and accountability in social welfare schemes in India.
ICTD (2)
Vivek Srinivasan, Vibhore Vardhan, Snigdha Kar, Siddhartha Asthana, Rajendran Narayanan, Pushpendra Singh, Dipanjan Chakraborty, Amarjeet Singh, Aaditeshwar Seth
2013 — conf
Assessing Designs of Interactive Voice Response Systems for Better Usability.
HCI (9)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
2013 — conf
Design and evaluation of adaptive interfaces for IVR systems.
CHI Extended Abstracts
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
2013 — conf
Exploring adverse effects of adaptive voice menu.
CHI Extended Abstracts
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
2013 — conf
Exploring the usability of interactive voice response system's design.
ACM DEV (3)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
2013 — conf
MVoice: a mobile based generic ICT tool.
ICTD (2)
Siddhartha Asthana, Pushpendra Singh
2013 B conf
MockTell: exploring challenges of user emulation in interactive voice response testing.
ICPE
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh