Akshay Sethi

15 papers A* 2B 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Proactive Detection of Model Degradation in Financial Fraud Prediction with Delayed Labels.
ECML/PKDD (9)
Akshay Sethi, Priyanshi Gupta, Sparsh Kansotia, Kamal Kant, Nitish Srivasatava
2025 — conf
TAG2M- A Task-Agnostic Knowledge Distillation Framework for Distilling GNN to MLP.
KDD (2)
Ram Ganesh V, Ayush Singh, Aditi Rai, Harsh Pal, Deepanshu Bagotia, Akshay Sethi, Aakarsh Malhotra, Sayan Ranu
2024 — conf
GraTeD-MLP: Efficient Node Classification via Graph Transformer Distillation to MLP.
LoG
Sarthak Malik, Aditi Rai, Ram Ganesh V, Himank Sehgal, Akshay Sethi, Aakarsh Malhotra
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
Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning.
ECML/PKDD (3)
Akshay Sethi, Sonia Gupta, Aakarsh Malhotra, Siddhartha Asthana
2020 J jnl
Representation Learning for Dynamic Graphs: A Survey.
J. Mach. Learn. Res.
Seyed Mehran Kazemi, Rishab Goel, Kshitij Jain, Ivan Kobyzev, Akshay Sethi, Peter Forsyth, Pascal Poupart
2019 J jnl
Coverage Testing of Deep Learning Models using Dataset Characterization.
CoRR
Senthil Mani, Anush Sankaran, Srikanth Tamilselvam, Akshay Sethi
2019 J jnl
Relational Representation Learning for Dynamic (Knowledge) Graphs: A Survey.
CoRR
Seyed Mehran Kazemi, Rishab Goel, Kshitij Jain, Ivan Kobyzev, Akshay Sethi, Peter Forsyth, Pascal Poupart
2019 J jnl
Residual Codean Autoencoder for Facial Attribute Analysis.
Pattern Recognit. Lett.
Akshay Sethi, Maneet Singh, Richa Singh, Mayank Vatsa
2018 A* conf
DLPaper2Code: Auto-Generation of Code From Deep Learning Research Papers.
AAAI
Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani
2018 A* conf
Democratization of Deep Learning Using DARVIZ.
AAAI
Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani, Akshay Sethi, Rahul Aralikatte, Neelamadhav Gantayat
2018 J jnl
Residual Codean Autoencoder for Facial Attribute Analysis.
CoRR
Akshay Sethi, Maneet Singh, Richa Singh, Mayank Vatsa
2017 J jnl
DLPaper2Code: Auto-generation of Code from Deep Learning Research Papers.
CoRR
Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani
2016 — conf
Deep neural networks for segmentation of basal ganglia sub-structures in brain MR images.
ICVGIP
Akshay Sethi, Akshat Sinha, Ayush Agarwal, Chetan Arora, Anubha Gupta