OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Aditya Krishna Menon
Research Scientist, Google
Joined
September 2018
Names
Aditya Krishna Menon
(Preferred)
,
Aditya Menon
Emails
****@gmail.com
(Confirmed)
,
****@anu.edu.au
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@google.com
(Confirmed)
Personal Links
Homepage
DBLP
ACL Anthology
Career & Education History
Research Scientist
Google
(google.com)
2018
–
Present
Fellow
Australian National University
(anu.edu.au)
2018
–
2021
Researcher
CSIRO Data61
(data61.csiro.au)
2016
–
2017
Researcher
NICTA
(nicta.com.au)
2013
–
2016
Advisors, Relations & Conflicts
No relations added
Expertise
Long-tail learning
,
class imbalance
Present
Distillation
,
label smoothing
Present
Deep retrieval
Present
Proper losses
,
surrogate losses
Present
Cascades
,
routing
,
speculative decoding
Present
Publications
Revisiting Revisits in Trajectory Recommendation
Aditya Krishna Menon
,
Dawei Chen
,
Lexing Xie
,
Cheng Soon Ong
Proceedings of the International Workshop on Recommender Systems for Citizens
Readers:
Everyone
PathRec: Visual Analysis of Travel Route Recommendations
Dawei Chen
,
Dongwoo Kim
,
Lexing Xie
,
Minjeong Shin
,
Aditya Krishna Menon
,
Cheng Soon Ong
,
Iman Avazpour
,
John Grundy
Proceedings of the Eleventh ACM Conference on Recommender Systems
Readers:
Everyone
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs
Ankit Singh Rawat
,
Veeranjaneyulu Sadhanala
,
Afshin Rostamizadeh
,
Ayan Chakrabarti
,
Wittawat Jitkrittum
,
Vladimir Feinberg
,
Seungyeon Kim
,
Hrayr Harutyunyan
,
Nikunj Saunshi
,
Zachary Nado
,
Rakesh Shivanna
,
Sashank J. Reddi
,
Aditya Krishna Menon
,
Rohan Anil
,
Sanjiv Kumar
Submitted to ICLR 2026
Readers:
Everyone
Universal Model Routing for Efficient LLM Inference
Wittawat Jitkrittum
,
Harikrishna Narasimhan
,
Ankit Singh Rawat
,
Jeevesh Juneja
,
Congchao Wang
,
Zifeng Wang
,
Alec Go
,
Chen-Yu Lee
,
Pradeep Shenoy
,
Rina Panigrahy
,
Aditya Krishna Menon
,
Sanjiv Kumar
ICLR 2026 Poster
Readers:
Everyone
Bipartite Ranking From Multiple Labels: On Loss Versus Label Aggregation
Michal Lukasik
,
Lin Chen
,
Harikrishna Narasimhan
,
Aditya Krishna Menon
,
Wittawat Jitkrittum
,
Felix X. Yu
,
Sashank J. Reddi
,
Gang Fu
,
MohammadHossein Bateni
,
Sanjiv Kumar
CoRR 2025
Readers:
Everyone
Universal LLM Routing with Correctness-Based Representation
Wittawat Jitkrittum
,
Harikrishna Narasimhan
,
Ankit Singh Rawat
,
Jeevesh Juneja
,
Zifeng Wang
,
Chen-Yu Lee
,
Pradeep Shenoy
,
Rina Panigrahy
,
Aditya Krishna Menon
,
Sanjiv Kumar
SCOPE - ICLR 2025 Poster
Readers:
Everyone
Universal Model Routing for Efficient LLM Inference
Wittawat Jitkrittum
,
Harikrishna Narasimhan
,
Ankit Singh Rawat
,
Jeevesh Juneja
,
Zifeng Wang
,
Chen-Yu Lee
,
Pradeep Shenoy
,
Rina Panigrahy
,
Aditya Krishna Menon
,
Sanjiv Kumar
CoRR 2025
Readers:
Everyone
Bipartite Ranking From Multiple Labels: On Loss Versus Label Aggregation
Michal Lukasik
,
Lin Chen
,
Harikrishna Narasimhan
,
Aditya Krishna Menon
,
Wittawat Jitkrittum
,
Felix X. Yu
,
Sashank J. Reddi
,
Gang Fu
,
Mohammadhossein Bateni
,
Sanjiv Kumar
ICML 2025 poster
Readers:
Everyone
Faster Cascades via Speculative Decoding
Harikrishna Narasimhan
,
Wittawat Jitkrittum
,
Ankit Singh Rawat
,
Seungyeon Kim
,
Neha Gupta
,
Aditya Krishna Menon
,
Sanjiv Kumar
ICLR 2025
Readers:
Everyone
Better autoregressive regression with LLMs via regression-aware fine-tuning
Michal Lukasik
,
Zhao Meng
,
Harikrishna Narasimhan
,
Yin-Wen Chang
,
Aditya Krishna Menon
,
Felix Yu
,
Sanjiv Kumar
ICLR 2025
Readers:
Everyone
View all 223 publications
Co-Authors
Abhishek Kumar
Adam Kalai
Afshin Rostamizadeh
Alec Go
Alessandro Rozza
Alexander Patrick Mathews
Alexander Soen
Alexandre Louis Lamy
Amr Ahmed
Anand Rajagopalan
Ananda Theertha Suresh
Anastasios Viglas
Andreas Veit
Andrew Cotter
Ankit Singh Rawat
Arslan Chaudhry
Ayan Chakrabarti
Baris Sumengen
Branislav Kveton
Brendan van Rooyen
Butler W. Lampson
Charles Elkan
Chen-Yu Lee
Cheng Soon Ong
Christian J. Walder
View all 143 co-authors