Activities

Feb 25, 2024 Our work, “The Next 700 ML-Enabled Compiler Optimizations” gets accepted in CC 2024. (code) I will also be presenting variations of ML-Compiler-Bridge in LLVM-CGO and C4ML workshops.
Dec 1, 2023 New pre-print: VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity
Oct 10, 2023 Presenting “Experiments on different ML-Compiler Communication approaches” in ML-Guided Compiler Optimization Workshop, LLVM Developers’ Meeting.
May 5, 2023 Presenting a technical talk “ML-LLVM-Tools: Towards Seamless Integration of Machine Learning in Compiler Optimizations” in EuroLLVM Developers’ Meeting.
Dec 21, 2022 Our presentation “GeMS: Generating Millions of SCoPs” gets accepted in IMPACT 2023.
Dec 20, 2022 RL4ReAl gets accepted in CC 2023 :sparkles:
Sep 9, 2022 Our work “Reinforcement Learning assisted Loop Distribution for Locality and Vectorization” is accepted in LLVM-HPC 2022.
May 3, 2022 Our paper “Packet Processing Algorithm Identification using Program Embeddings” got accepted in APNET 2022
Apr 6, 2022 New pre-print: RL4ReAl: Reinforcement Learning for Register Allocation
Mar 18, 2022 Our work “POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning” got accepted in ISPASS 2022. This will also be presented in the LLVM Performance Workshop at CGO 2022.
Oct 22, 2021 Honored to receive the Prime Minister’s Research Fellowship (Declined).
Sep 25, 2021 Grateful to receive the Google PhD fellowship under the Systems category. [Link1][Link2]
Jan 18, 2021 Presented IR2Vec in HiPEAC’21.
Dec 16, 2020 Presented IR2Vec in the Workshop on Research Highlights in Programming Languages at FSTTCS, 2020.
Aug 15, 2020 Our work on IR2Vec got accepted in ACM TACO :sparkles:
Apr 19, 2020 Our proposal got shortlisted for the Finalist event at QIF 2020.
Jan 24, 2020 Our work on the BPI improvements got accepted as a poster in EuroLLVM’20.
Mar 14, 2019 Honored to receive the Excellence in Academics and Appreciation in Research awards from IITH.
Jul 15, 2018 Selected to intern at The University of Tokyo as a part of the Sakura Science Plan.
Jan 27, 2018 Our paper on P4LLVM got accepted in P4WE workshop in ICNP’18.