Karthik Subbian
12 papers · 2018–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (7) π Academic Marathon (6) π Cross-Pollinator (14)
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(32)
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Keyword Pioneer
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Conference Polyglot
(7)
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π₯
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(20)
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Century Club
(12)
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Keyword Collector
(67)
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Trend Setter
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Unstoppable
(5)
Conferences
NIPS (5)
ACL (2)
AAAI (1)
AISTATS (1)
COLING (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
graph neural network
(3)
multitask learning
(2)
large language model
(2)
self-supervised learning
(2)
information retrieval
(2)
graph theory
(1)
feature selection
(1)
domain generalization
(1)
logical reasoning
(1)
multivariate gaussian
(1)
multilingual nlp
(1)
question answering
(1)
text generation
(1)
graph learning
(1)
explainable ai
(1)
sample complexity
(1)
short text classification
(1)
hyperparameter optimization
(1)
deep learning
(1)
domain adaptation
(1)
Papers
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
NIPS 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
NIPS 2024
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
NIPS 2023
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
ACL 2022
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods
ICLR 2022
Task-Agnostic Graph Explanations
NIPS 2022
Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs
NIPS 2021
Finding Needles in Heterogeneous Haystacks
AAAI 2021
Learning Robust Models for e-Commerce Product Search
ACL 2020
Scalable Feature Selection for (Multitask) Gradient Boosted Trees
AISTATS 2020
Regularized Graph Convolutional Networks for Short Text Classification
COLING 2020
Learning Diffusion using Hyperparameters
ICML 2018