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Laks V. S. Lakshmanan

BEACON: A Benchmark for Efficient and Accurate Counting of Subgraphs

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Apr 15, 2025
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TRACE: Intra-visit Clinical Event Nowcasting via Effective Patient Trajectory Encoding

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Mar 29, 2025
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On Aggregation Queries over Predicted Nearest Neighbors

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Feb 26, 2025
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Cross-Modal Consistency in Multimodal Large Language Models

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Nov 14, 2024
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Autoregressive + Chain of Thought = Recurrent: Recurrence's Role in Language Models' Computability and a Revisit of Recurrent Transformer

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Sep 20, 2024
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Autoregressive + Chain of Thought (CoT) $\simeq$ Recurrent: Recurrence's Role in Language Models and a Revist of Recurrent Transformer

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Sep 14, 2024
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Benchmarking Spectral Graph Neural Networks: A Comprehensive Study on Effectiveness and Efficiency

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Jun 14, 2024
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Predicting Cascading Failures with a Hyperparametric Diffusion Model

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Jun 12, 2024
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OCCAM: Towards Cost-Efficient and Accuracy-Aware Image Classification Inference

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Jun 06, 2024
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Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing

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Apr 22, 2024
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