Learning Heuristics over Large Graphs via Deep Reinforcement Learning. - Sahil Manchanda; Akash Mittal; Anuj Dhawan; Sourav Medya; Sayan Ranu; Ambuj K. Singh (CoRR, 2019)

GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs. - Sahil Manchanda; Akash Mittal; Anuj Dhawan; Sourav Medya; Sayan Ranu; Ambuj K. Singh (NeurIPS, 2020)

MuTable (Music Table): Turn any surface into musical instrument. - Akash Mittal; Ragini Gupta (CoRR, 2022)

AIDB: a Sparsely Materialized Database for Queries using Machine Learning. - Tengjun Jin; Akash Mittal; Chenghao Mo; Jiahao Fang; Chengsong Zhang; Timothy Dai; Daniel Kang (DEEM@SIGMOD, 2024)

Semantic SQL - Combining and optimizing semantic predicates in SQL. - Akash Mittal; Anshul Bheemreddy; Huili Tao (CoRR, 2024)