Divya Mahajan

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 12

Top Topics

Feature Interactions

Multidimensional Indexing

Top Venues

Proc. VLDB Endow.

Publications

Minsu Kim, Jinwoo Hwang, Guseul Heo, Seiyeon Cho, Divya Mahajan, Jongse Park
Accelerating String-key Learned Index Structures via Memoization-based Incremental Training. Proc. VLDB Endow. 17 (8) (2024)
Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park
NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing. ASPLOS (3) (2024)
Yassaman Ebrahimzadeh Maboud, Muhammad Adnan, Divya Mahajan, Prashant J. Nair
Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings. CoRR (2024)
Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park
NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing. CoRR (2024)
Muhammad Adnan, Amar Phanishayee, Janardhan Kulkarni, Prashant J. Nair, Divya Mahajan
Workload-Aware Hardware Accelerator Mining for Distributed Deep Learning Training. CoRR (2024)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Heterogeneous Acceleration Pipeline for Recommendation System Training. ISCA (2024)
Seonho Lee, Amar Phanishayee, Divya Mahajan
Data-driven Forecasting of Deep Learning Performance on GPUs. CoRR (2024)
Irene Wang, Jakub Tarnawski, Amar Phanishayee, Divya Mahajan
Integrated Hardware Architecture and Device Placement Search. CoRR (2024)
Minsu Kim, Jinwoo Hwang, Guseul Heo, Seiyeon Cho, Divya Mahajan, Jongse Park
Accelerating String-Key Learned Index Structures via Memoization-based Incremental Training. CoRR (2024)
Irene Wang, Prashant J. Nair, Divya Mahajan
FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout. CoRR (2023)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks. CoRR (2023)
Irene Wang, Prashant J. Nair, Divya Mahajan
FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout. NeurIPS (2023)