Publications
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery
arXiv
SC2: Supervised Compression for Split Computing
arXiv
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems
EMNLP 2022 (Findings)
This work was done while I was an applied science intern at Amazon Alexa AI.
Paper Amazon Science Preprint CodeSplit Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges
ACM Computing Surveys (CSUR)
SRSD: Rethinking Datasets of Symbolic Regression for Scientific Discovery
NeurIPS 2022 AI for Science Workshop
Supervised Compression for Resource-Constrained Edge Computing Systems
WACV 2022
Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks
ICPR 2020
COVIDLies: Detecting COVID-19 Misinformation on Social Media
EMNLP 2020 Workshop on NLP for COVID-19 (Part 2)
Best Paper Award* First four authors contributed equally.
Paper OpenReview DemoOptimal Task Allocation for Time-Varying Edge Computing Systems with Split DNNs
IEEE GLOBECOM 2020
ZOTBOT: Using Reading Comprehension and Commonsense Reasoning in Conversational Agents
Alexa Prize 2019
* Apart from the first and last authors, the authors are listed in alphabetical order.
PaperSplit Computing for Complex Object Detectors: Challenges and Preliminary Results
MobiCom 2020 Workshop on Embedded and Mobile Deep Learning (EMDL)
Citations Beyond Self Citations: Identifying Authors, Affiliations, and Nationalities in Scientific Papers
JCDL 2020 Workshop on Mining Scientific Publications (WOSP)
Reranking for Efficient Transformer-based Answer Selection
SIGIR 2020
This work was done while I was an applied science intern at Amazon Alexa.
Paper Amazon Science VideoScreen Unlocking by Spontaneous Flick Reactions with One-class Classification Approaches
IEEE ICMLA 2016
"Personal Authentication Device, Personal Authentication Method, and Personal Authentication Program," JP Patent No. 6707271
Paper PatentKeyboard Dependency of Personal Identification Performance by Keystroke Dynamics in Free Text Typing
Journal of Information Security
Profile Generation Methods for Reinforcing Robustness of Keystroke Authentication in Free Text Typing
Journal of Information Security
Performance Assessment in Keystroke Dynamics by Combined Profile Documents for Free Text Typing
SICE 2013
Robustness of Keystroke Dynamics against Changing in Input and Recognition Conditions for Japanese Atypical Text
ISTS 2012