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Christopher Brinton
Associate Professor, Purdue University
Joined
May 2021
Names
Christopher Brinton
(Preferred)
,
Christopher G. Brinton
Emails
****@purdue.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
Career & Education History
Associate Professor
Purdue University
(purdue.edu)
2024
–
Present
Assistant Professor
Purdue University
(purdue.edu)
2019
–
2024
Lecturer
Princeton University
(princeton.edu)
2017
–
2019
PhD student
Princeton University
(princeton.edu)
2011
–
2016
Advisors, Relations & Conflicts
PhD Advisee
Yun-Wei Chu
Present
Coworker
Ziran Wang
2024
–
Present
PhD Advisee
Guangchen Lan
2023
–
Present
PhD Advisee
Wenzhi Fang
2023
–
Present
Coauthor
Shiqiang Wang
2023
–
Present
PhD Advisee
Liangqi Yuan
2023
–
Present
Postdoc Advisee
Dong-Jun Han
2022
–
Present
Postdoc Advisee
Rohit Parasnis
2022
–
Present
PhD Advisee
Evan Chen
2022
–
Present
Postdoc Advisee
Anindya Bijoy Das
2022
–
Present
Coauthor
Minseok Choi
2022
–
Present
Coauthor
Jaekyun Moon
2022
–
Present
PhD Advisee
Zhan-Lun Chang
2021
–
Present
Coworker
Abolfazl Hashemi
2021
–
Present
Postdoc Advisee
Seyyedali Hosseinalipour
2020
–
Present
Coworker
David Love
2019
–
Present
Coauthor
Taejoon Kim
2019
–
Present
Coworker
Vaneet Aggarwal
2019
–
Present
PhD Advisor
Mung Chiang
2011
–
Present
Expertise
federated learning
,
heterogeneous computing
2019
–
Present
RNNs
,
distributed computing
2019
–
Present
Publications
Online Learning of Whittle Indices for Restless Bandits with Non-Stationary Transition Kernels
Md Kamran Chowdhury Shisher
,
Vishrant Tripathi
,
Mung Chiang
,
Christopher Brinton
Submitted to ICLR 2026
Readers:
Everyone
Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs
Wenzhi Fang
,
Dong-Jun Han
,
Liangqi Yuan
,
Seyyedali Hosseinalipour
,
Christopher Brinton
Submitted to ICLR 2026
Readers:
Everyone
Elevating the Tradeoff between Privacy and Utility in Zeroth-Order Vertical Federated Learning
Jianing Zhang
,
Evan Chen
,
Dong-Jun Han
,
Chaoyue Liu
,
Christopher Brinton
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Gradient Correction in Federated Learning with Adaptive Optimization
Evan Chen
,
Shiqiang Wang
,
Jianing Zhang
,
Dong-Jun Han
,
Chaoyue Liu
,
Christopher Brinton
Submitted to ICLR 2026
Readers:
Everyone
TAP: Two-Stage Adaptive Personalization of Multi-task and Multi-Modal Foundation Models in Federated Learning
Seohyun Lee
,
Wenzhi Fang
,
Dong-Jun Han
,
Seyyedali Hosseinalipour
,
Christopher Brinton
Submitted to ICLR 2026
Readers:
Everyone
Collaborative Device-Cloud LLM Inference through Reinforcement Learning
Wenzhi Fang
,
Dong-Jun Han
,
Liangqi Yuan
,
Christopher Brinton
Submitted to ICLR 2026
Readers:
Everyone
Physics-based Meta Learning for Channel Transformation
Satyavrat Wagle
,
Akshay Malhotra
,
Shahab Hamidi-Rad
,
Aditya Sant
,
Christopher Brinton
AI4NextG @ NeurIPS 25 Poster
Readers:
Everyone
RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
Adam Piaseczny
,
Md Kamran Chowdhury Shisher
,
Shiqiang Wang
,
Christopher Brinton
NeurIPS 2025 poster
Readers:
Everyone
Contextual Integrity in LLMs via Reasoning and Reinforcement Learning
Guangchen Lan
,
Huseyin A Inan
,
Sahar Abdelnabi
,
Janardhan Kulkarni
,
Lukas Wutschitz
,
Reza Shokri
,
Christopher Brinton
,
Robert Sim
NeurIPS 2025 poster
Readers:
Everyone
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping
Martin Pelikan
,
Sheikh Shams Azam
,
Vitaly Feldman
,
Jan Silovsky
,
Kunal Talwar
,
Christopher Brinton
,
Tatiana Likhomanenko
NeurIPS 2025 poster
Readers:
Everyone
View all 261 publications
Co-Authors
Aaron Ault
Abolfazl Hashemi
Adam Hare
Adam Piaseczny
Aditya Ramamoorthy
Aditya Sant
Akshay Krishna
Akshay Malhotra
Alexander Scarlatos
Aly Sabri Abdalla
Amanda Mason-Singh
Amitava Ghosh
Andrea Pizzoferrato
Andrew C. Marcum
Andrew Katz
Andrew S. Lan
Andrés C. Castillo J.
Anindya Bijoy Das
Anna Scaglione
Arpit Gupta
Ashley Willingham
Ashwin Natraj Arun
Astrid Montanez-Garay
Bharat K. Bhargava
Bhargav Ganguly
View all 243 co-authors