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Amaljith EV
PhD student, Computer Science, Indian Institute of Technology Kharagpur
Joined
September 2024
Names
Amaljith EV
(Preferred)
,
AMALJITH E V
,
Amaljith E. V.
Emails
****@kgpian.iitkgp.ac.in
(Confirmed)
Personal Links
Homepage
LinkedIn
Career & Education History
PhD student
Computer Science ,
Indian Institute of Technology Kharagpur
(iitkgp.ac.in)
2022
–
Present
MTech
Computer Science ,
Indian Institute of Technology Kharagpur
(iitkgp.ac.in)
2020
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Pabitra Mitra
2022
–
Present
MTech Guide
Pabitra Mitra
2020
–
2022
Expertise
LLM Fine-tuning
,
Sparse Transformers
,
XAI
,
Causal ML
2022
–
Present
Publications
HEX: Merging Heavy-Hitters and Expanders for Adaptive KV Cache Optimization in Long-Context Inference
Garima Bansal
,
Vivek Mirani
,
Arindam Biswas
,
Pabitra Mitra
,
Amaljith EV
Submitted to ICLR 2026
Readers:
Everyone
GEAR-X: Expanders for Next-Gen KV Cache Compression
Vivek Mirani
,
Garima Bansal
,
Pabitra Mitra
,
Arindam Biswas
,
Amaljith EV
NeurIPS 2025 ER Workshop
Readers:
Everyone
XoRA: Expander Adapted LoRA Finetuning
Amaljith EV
,
Arindam Biswas
,
Suryam Arnav Kalra
,
Pabitra Mitra
,
BISWAJIT BASU
FITML 2024 Poster
Readers:
Everyone
XoRA: Expander adapted LoRA finetuning
AMALJITH E V
,
Arindam Biswas
,
Suryam Arnav Kalra
,
Pabitra Mitra
,
BISWAJIT BASU
Submitted to ICLR 2025
Readers:
Everyone
Co-Authors
Arindam Biswas
BISWAJIT BASU
Garima Bansal
Pabitra Mitra
Suryam Arnav Kalra
Vivek Mirani