Samidha Verma

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Perturbation Method

Graph Representation

Classifier Training

Top Venues

FIRE (Working Notes)

Publications

Mert Kosan, Samidha Verma, Burouj Armgaan, Khushbu Pahwa, Ambuj K. Singh, Sourav Medya, Sayan Ranu
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking. ICLR (2024)
Samidha Verma, Burouj Armgaan, Sourav Medya, Sayan Ranu
InduCE: Inductive Counterfactual Explanations for Graph Neural Networks. Trans. Mach. Learn. Res. 2024 (2024)
Kartik Sharma, Samidha Verma, Sourav Medya, Arnab Bhattacharya, Sayan Ranu
Task and Model Agnostic Adversarial Attack on Graph Neural Networks. AAAI (2023)
Samidha Verma, Burouj Armgaan, Sourav Medya, Sayan Ranu
Empowering Counterfactual Reasoning over Graph Neural Networks through Inductivity. CoRR (2023)
Mert Kosan, Samidha Verma, Burouj Armgaan, Khushbu Pahwa, Ambuj K. Singh, Sourav Medya, Sayan Ranu
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking. CoRR (2023)
Rajat Singh, Shivangi Bithel, Samidha Verma, Prachi
VaxiBERT: A BERT-Based Classifier for Vaccine Tweets with Multi-Label Annotations. FIRE (Working Notes) (2023)
Kartik Sharma, Samidha Verma, Sourav Medya, Sayan Ranu, Arnab Bhattacharya
Task and Model Agnostic Adversarial Attack on Graph Neural Networks. CoRR (2021)
Shivangi Bithel, Samidha Verma
VaccineBERT: BERT for COVID-19 Vaccine Tweet Classification. FIRE (Working Notes) (2021)