Kushal Bose

13 papers A* 1A 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A New Framework for Convex Clustering in Kernel Spaces: Finite Sample Bounds, Consistency and Performance Insights. CoRR Shubhayan Pan, Saptarshi Chakraborty, Debolina Paul, Kushal Bose, Swagatam Das
2025	J	`jnl`	Asynchronous Message Passing for Addressing Oversquashing in Graph Neural Networks. CoRR Kushal Bose, Swagatam Das
2025	J	`jnl`	Can Graph Neural Networks Tackle Heterophily? Yes, With a Label-Guided Graph Rewiring Approach! IEEE Trans. Neural Networks Learn. Syst. Kushal Bose, Saptarshi Banerjee, Swagatam Das
2025	A	`conf`	FairSplit: Mitigating Bias in Graph Neural Networks through Sensitivity-based Edge Partitioning. CIKM Indranil Ojha, Kushal Bose, Swagatam Das
2025	A*	`conf`	From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract). AAAI Sujoy Nath, Arkaprabha Basu, Kushal Bose, Swagatam Das
2025	J	`jnl`	Learning from Heterophilic Graphs: A Spectral Theory Perspective on the Impact of Self-Loops and Parallel Edges. CoRR Kushal Bose, Swagatam Das
2025	J	`jnl`	Topology-Driven Clustering: Enhancing Performance with Betti Number Filtration. CoRR Arghya Pratihar, Kushal Bose, Swagatam Das
2025	J	`jnl`	Transformers Are Universally Consistent. CoRR Sagar Ghosh, Kushal Bose, Swagatam Das
2024	—	`conf`	Affinity-based Homophily: Can we measure homophily of a graph without using node labels? Tiny Papers @ ICLR Indranil Ojha, Kushal Bose, Swagatam Das
2024	J	`jnl`	Fortifying Fully Convolutional Generative Adversarial Networks for Image Super-Resolution Using Divergence Measures. CoRR Arkaprabha Basu, Kushal Bose, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das
2024	J	`jnl`	On the Universal Statistical Consistency of Expansive Hyperbolic Deep Convolutional Neural Networks. CoRR Sagar Ghosh, Kushal Bose, Swagatam Das
2023	J	`jnl`	Can Graph Neural Networks Go Deeper Without Over-Smoothing? Yes, With a Randomized Path Exploration! IEEE Trans. Emerg. Top. Comput. Intell. Kushal Bose, Swagatam Das
2023	J	`jnl`	HyPE-GT: where Graph Transformers meet Hyperbolic Positional Encodings. CoRR Kushal Bose, Swagatam Das