Aman Gupta

83 papers A* 10A 2C 1Misc 3Journal 48Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
On Inference of Cpyk$\mathcal {C}_{pyk}$ for Progressively Censored Log-Log Distributed Samples.
Qual. Reliab. Eng. Int.
Tanmay Kayal, Amulya Kumar Mahto, Sanku Dey, Aman Gupta
2026 J jnl
TRIM: Hybrid Inference via Targeted Stepwise Routing in Multi-Step Reasoning Tasks.
CoRR
Vansh Kapoor, Aman Gupta, Hao Chen, Anurag Beniwal, Jing Huang, Aviral Kumar
2025 J jnl
360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation.
CoRR
Hamed Firooz, Maziar Sanjabi, Adrian Englhardt, Aman Gupta, Ben Levine, Dre Olgiati, Gungor Polatkan, Iuliia Melnychuk, Karthik Ramgopal, Kirill Talanine, Kutta Srinivasan, Luke Simon, Natesh Sivasubramoniapillai, Necip Fazil Ayan, Qingquan Song, Samira Sriram, Souvik Ghosh, Tao Song, Vignesh Kothapalli, Xiaoling Zhai, Ya Xu, Yu Wang, Yun Dai
2025 J jnl
A New Quantum Secure Time Transfer System.
CoRR
Ravi Singh Adhikari, Aman Gupta, Anju Rani, Xiaoyu Ai, Robert A. Malaney
2025 Misc conf
Advancing Carbon-Efficient Software Development: A Sustainable Path Forward.
ICDCN
Sagar Gupta, Aman Gupta
2025 J jnl
AlphaPO - Reward shape matters for LLM alignment.
CoRR
Aman Gupta, Shao Tang, Qingquan Song, Sirou Zhu, Jiwoo Hong, Ankan Saha, Viral Gupta, Noah Lee, Eunki Kim, Jason Zhu, Natesh S. Pillai, S. Sathiya Keerthi
2025 A* conf
AlphaPO: Reward Shape Matters for LLM Alignment.
ICML
Aman Gupta, Shao Tang, Qingquan Song, Sirou Zhu, Jiwoo Hong, Ankan Saha, Viral Gupta, Noah Lee, Eunki Kim, Siyu Zhu, Parag Agrawal, Natesh S. Pillai, S. Sathiya Keerthi
2025 J jnl
Combined Quantum and Post-Quantum Security Performance Under Finite Keys.
CoRR
Aman Gupta, Ravi Singh Adhikari, Anju Rani, Xiaoyu Ai, Robert A. Malaney
2025 J jnl
Effective Quantization of Muon Optimizer States.
CoRR
Aman Gupta, Rafael Celente, Abhishek Shivanna, D. T. Braithwaite, Gregory Dexter, Shao Tang, Hiroto Udagawa, Daniel Silva, Rohan Ramanath, S. Sathiya Keerthi
2025 J jnl
Efficient AI in Practice: Training and Deployment of Efficient LLMs for Industry Applications.
CoRR
Kayhan Behdin, Yun Dai, Ata Fatahi Baarzi, Aman Gupta, Qingquan Song, Shao Tang, Hejian Sang, Gregory Dexter, Sirou Zhu, Siyu Zhu, Tejas Dharamsi, Maziar Sanjabi, Vignesh Kothapalli, Hamed Firooz, Zhoutong Fu, Yihan Cao, Pin-Lun Hsu, Fedor Borisyuk, Zhipeng Wang, Rahul Mazumder, Natesh S. Pillai, Luke Simon
2025 — conf
Efficient Algorithms for Leveraging LLMs for Generative and Predictive Recommender Systems.
WWW (Companion Volume)
Kayhan Behdin, Yun Dai, Gregory Dexter, Aman Gupta, Rahul Mazumder, Ankan Saha, Qingquan Song, Shao Tang, Sirou Zhu, Pin-Lun Hsu
2025 J jnl
Finetuning AI Foundation Models to Develop Subgrid-Scale Parameterizations: A Case Study on Atmospheric Gravity Waves.
CoRR
Aman Gupta, Aditi Sheshadri, Sujit Roy, Johannes Schmude, Vishal Gaur, Wei Ji Leong, Manil Maskey, Rahul Ramachandran
2025 J jnl
How and Where to Translate? The Impact of Translation Strategies in Cross-lingual LLM Prompting.
CoRR
Aman Gupta, Yingying Zhuang, Zhou Yu, Ziji Zhang, Anurag Beniwal
2025 J jnl
Implementation of classical client universal blind quantum computation with 8-state RSP in current architecture.
CoRR
Aman Gupta, Daniel Prasanth, Venkat Chandra Gunja
2025 J jnl
LANTERN: Scalable Distillation of Large Language Models for Job-Person Fit and Explanation.
CoRR
Zhoutong Fu, Yihan Cao, Yi-Lin Chen, Aman Lunia, Liming Dong, Neha Saraf, Ruijie Jiang, Yun Dai, Qingquan Song, Tan Wang, Guoyao Li, Derek Koh, Haichao Wei, Zhipeng Wang, Aman Gupta, Chengming Jiang, Jianqiang Shen, Liangjie Hong, Wenjing Zhang
2025 J jnl
LLM Query Scheduling with Prefix Reuse and Latency Constraints.
CoRR
Gregory Dexter, Shao Tang, Ata Fatahi Baarzi, Qingquan Song, Tejas Dharamsi, Aman Gupta
2025 J jnl
MAUSAM: An Observations-focused assessment of Global AI Weather Prediction Models During the South Asian Monsoon.
CoRR
Aman Gupta, Aditi Sheshadri, Dhruv Suri
2025 J jnl
Multilingual Information Retrieval with a Monolingual Knowledge Base.
CoRR
Yingying Zhuang, Aman Gupta, Anurag Beniwal
2025 J jnl
Obfuscated Quantum and Post-Quantum Cryptography.
CoRR
Anju Rani, Xiaoyu Ai, Aman Gupta, Ravi Singh Adhikari, Robert A. Malaney
2025 A* conf
On the Robustness of Reward Models for Language Model Alignment.
ICML
Jiwoo Hong, Noah Lee, Eunki Kim, Guijin Son, Woojin Chung, Aman Gupta, Shao Tang, James Thorne
2025 J jnl
On the Robustness of Reward Models for Language Model Alignment.
CoRR
Jiwoo Hong, Noah Lee, Eunki Kim, Guijin Son, Woojin Chung, Aman Gupta, Shao Tang, James Thorne
2025 — conf
Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems.
EMNLP (Industry Track)
Kayhan Behdin, Ata Fatahi Baarzi, Qingquan Song, Yun Dai, Aman Gupta, Zhipeng Wang, Hejian Sang, Shao Tang, Gregory Dexter, Sirou Zhu, Siyu Zhu, Tejas Dharamsi, Vignesh Kothapalli, Zhoutong Fu, Yihan Cao, Pin-Lun Hsu, Fedor Borisyuk, Natesh S. Pillai, Luke Simon, Rahul Mazumder
2025 — conf
Unmasking Malicious Actors: Tracing Scammers on the Ethereum Blockchain.
BCCA
Tanmay Thapliyal, Aman Gupta, Rachit Agarwal, Sandeep Kumar Shukla
2025 J jnl
VAL-Bench: Measuring Value Alignment in Language Models.
CoRR
Aman Gupta, Denny O'Shea, Fazl Barez
2025 J jnl
Your Spending Needs Attention: Modeling Financial Habits with Transformers.
CoRR
D. T. Braithwaite, Misael Cavalcanti, R. Austin McEver, Hiroto Udagawa, Daniel Silva, Rohan Ramanath, Felipe Meneses, Arissa Yoshida, Evan Wingert, Matheus Ramos, Brian Zanfelice, Aman Gupta
2024 — conf
A Comparative Analysis of Machine Learning Models for Fire Alarm Systems.
OCIT
Amiya Ranjan Panda, Aman Gupta, Manoj Kumar Mishra, Lipika Mohanty, Niranjan Kumar Ray
2024 A* conf
A Precise Characterization of SGD Stability Using Loss Surface Geometry.
ICLR
Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna
2024 J jnl
A Precise Characterization of SGD Stability Using Loss Surface Geometry.
CoRR
Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna
2024 J jnl
An efficient and secure quantum blind signature-based electronic cash transaction scheme.
IET Quantum Commun.
Aman Gupta, Gunja Venkat Chandra, Nayana Das, Goutam Paul
2024 J jnl
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems.
CoRR
Aman Gupta, Anirudh Ravichandran, Ziji Zhang, Swair Shah, Anurag Beniwal, Narayanan Sadagopan
2024 J jnl
Efficient Logistics Solutions for E-Commerce Using Wireless Sensor Networks.
IEEE Trans. Consumer Electron.
Shaleen Bhatnagar, Aman Gupta, Prashant G. C., Purnendu Shekhar Pandey, Shri Ganesh V. Manerkar, Madhu Kumar Vanteru, Kottala Sri Yogi, R. S. M. Lakshmi Patibandla, Faheem Khan
2024 J jnl
Efficient user history modeling with amortized inference for deep learning recommendation models.
CoRR
Lars Hertel, Neil Daftary, Fedor Borisyuk, Aman Gupta, Rahul Mazumder
2024 — conf
Energy Efficient Predictive Beamforming and 5G Cell Management using SDN.
HIPCW
Aman Gupta, Chirag Modi, Ayushman Singh, Sameer G. Kulkarni
2024 J jnl
FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference.
CoRR
Zirui Liu, Qingquan Song, Qiang Charles Xiao, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Xia Hu
2024 A* conf
LiMAML: Personalization of Deep Recommender Models via Meta Learning.
KDD
Ruofan Wang, Prakruthi Prabhakar, Gaurav Srivastava, Tianqi Wang, Zeinab S. Jalali, Varun Bharill, Yunbo Ouyang, Aastha Nigam, Divya Venugopalan, Aman Gupta, Fedor Borisyuk, S. Sathiya Keerthi, Ajith Muralidharan
2024 J jnl
LiMAML: Personalization of Deep Recommender Models via Meta Learning.
CoRR
Ruofan Wang, Prakruthi Prabhakar, Gaurav Srivastava, Tianqi Wang, Zeinab S. Jalali, Varun Bharill, Yunbo Ouyang, Aastha Nigam, Divya Venugopalan, Aman Gupta, Fedor Borisyuk, Sathiya Keerthi Selvaraj, Ajith Muralidharan
2024 A conf
LiNR: Model Based Neural Retrieval on GPUs at LinkedIn.
CIKM
Fedor Borisyuk, Qingquan Song, Mingzhou Zhou, Ganesh Parameswaran, Madhu Arun, Siva Popuri, Tugrul Bingol, Zhuotao Pei, Kuang-Hsuan Lee, Lu Zheng, Qizhan Shao, Ali Naqvi, Sen Zhou, Aman Gupta
2024 J jnl
LiNR: Model Based Neural Retrieval on GPUs at LinkedIn.
CoRR
Fedor Borisyuk, Qingquan Song, Mingzhou Zhou, Ganesh Parameswaran, Madhu Arun, Siva Popuri, Tugrul Bingol, Zhuotao Pei, Kuang-Hsuan Lee, Lu Zheng, Qizhan Shao, Ali Naqvi, Sen Zhou, Aman Gupta
2024 A* conf
LiRank: Industrial Large Scale Ranking Models at LinkedIn.
KDD
Fedor Borisyuk, Mingzhou Zhou, Qingquan Song, Siyu Zhu, Birjodh Singh Tiwana, Ganesh Parameswaran, Siddharth Dangi, Lars Hertel, Qiang Charles Xiao, Xiaochen Hou, Yunbo Ouyang, Aman Gupta, Sheallika Singh, Dan Liu, Hailing Cheng, Lei Le, Jonathan Hung, S. Sathiya Keerthi, Ruoyan Wang, Fengyu Zhang, Mohit Kothari, Chen Zhu, Daqi Sun, Yun Dai, Xun Luan, Sirou Zhu, Zhiwei Wang, Neil Daftary, Qianqi Shen, Chengming Jiang, Haichao Wei, Maneesh Varshney, Amol Ghoting, Souvik Ghosh
2024 J jnl
LiRank: Industrial Large Scale Ranking Models at LinkedIn.
CoRR
Fedor Borisyuk, Mingzhou Zhou, Qingquan Song, Siyu Zhu, Birjodh Singh Tiwana, Ganesh Parameswaran, Siddharth Dangi, Lars Hertel, Qiang Charles Xiao, Xiaochen Hou, Yunbo Ouyang, Aman Gupta, Sheallika Singh, Dan Liu, Hailing Cheng, Lei Le, Jonathan Hung, S. Sathiya Keerthi, Ruoyan Wang, Fengyu Zhang, Mohit Kothari, Chen Zhu, Daqi Sun, Yun Dai, Xun Luan, Sirou Zhu, Zhiwei Wang, Neil Daftary, Qianqi Shen, Chengming Jiang, Haichao Wei, Maneesh Varshney, Amol Ghoting, Souvik Ghosh
2024 J jnl
Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation.
CoRR
Aman Gupta, Aditi Sheshadri, Sujit Roy, Vishal Gaur, Manil Maskey, Rahul Ramachandran
2024 J jnl
MultiSlot ReRanker: A Generic Model-based Re-Ranking Framework in Recommendation Systems.
CoRR
Qiang Charles Xiao, Ajith Muralidharan, Birjodh Singh Tiwana, Johnson Jia, Fedor Borisyuk, Aman Gupta, Dawn Woodard
2024 A* conf
Neural Optimization with Adaptive Heuristics for Intelligent Marketing System.
KDD
Changshuai Wei, Benjamin Zelditch, Joyce Chen, Andre Assuncao Silva T. Ribeiro, Jingyi Kenneth Tay, Borja Ocejo Elizondo, Sathiya Keerthi Selvaraj, Aman Gupta, Licurgo Benemann De Almeida
2024 J jnl
Neural Optimization with Adaptive Heuristics for Intelligent Marketing System.
CoRR
Changshuai Wei, Benjamin Zelditch, Joyce Chen, Andre Assuncao Silva T. Ribeiro, Jingyi Kenneth Tay, Borja Ocejo Elizondo, Sathiya Keerthi Selvaraj, Aman Gupta, Licurgo Benemann De Almeida
2024 — conf
Optimising the Carbon Footprint for Cloud Resources in a Cloud Environment.
ICSA-C
Sagar Gupta, Aman Gupta
2024 J jnl
Prithvi WxC: Foundation Model for Weather and Climate.
CoRR
Johannes Schmude, Sujit Roy, Will Trojak, Johannes Jakubik, Daniel Salles Civitarese, Shraddha Singh, Julian Kuehnert, Kumar Ankur, Aman Gupta, Christopher Phillips, Romeo Kienzler, Daniela Szwarcman, Vishal Gaur, Rajat Shinde, Rohit Lal, Arlindo Da Silva, Jorge Luis Guevara Diaz, Anne Jones, Simon Pfreundschuh, Amy Lin, Aditi Sheshadri, Udaysankar Nair, Valentine Anantharaj, Hendrik F. Hamann, Campbell D. Watson, Manil Maskey, Tsengdar J. Lee, Juan Bernabé-Moreno, Rahul Ramachandran
2024 — conf
Pulse of the Crowd: Quantifying Crowd Energy through Audio and Video Analysis.
MIPR
Avinash Anand, Sarthak Jain, Shashank Sharma, Akhil P. Dominic, Aman Gupta, Astha Verma, Raj Jaiswal, Naman Lal, Rajiv Ratn Shah, Roger Zimmermann
2024 — conf
Reactive Dataflow for Inflight Error Handling in ML Workflows.
DEEM@SIGMOD
Abhilash Jindal, Kaustubh Beedkar, Vishal Singh, J. Nausheen Mohammed, Tushar Singla, Aman Gupta, Keerti Choudhary
2024 J jnl
SELF: a stacked-based ensemble learning framework for breast cancer classification.
Evol. Intell.
Amit Kumar Jakhar, Aman Gupta, Mrityunjay Singh
2024 J jnl
WxC-Bench: A Novel Dataset for Weather and Climate Downstream Tasks.
CoRR
Rajat Shinde, Christopher Phillips, Kumar Ankur, Aman Gupta, Simon Pfreundschuh, Sujit Roy, Sheyenne Kirkland, Vishal Gaur, Amy Lin, Aditi Sheshadri, Udaysankar Nair, Manil Maskey, Rahul Ramachandran
2023 J jnl
Application of Convolutional Neural Networks for COVID-19 Detection in X-ray Images Using InceptionV3 and U-Net.
New Gener. Comput.
Aman Gupta, Shashank Mishra, Sourav Chandan Sahu, Ulligaddala Srinivasarao, Jairam Naik Khetavath
2023 — conf
Blind Estimation of Polar Encoder Parameters.
ANTS
Aman Gupta, R. Swaminathan
2023 — conf
Disentangling the Hidden Patterns of Heart Disease: A Factor Analysis and Machine Learning Approach for Early Detection and Prevention.
IC3
Aman Gupta, Megha Rathi
2023 J jnl
Facial emotion recognition and encoding application for the visually impaired.
Neural Comput. Appl.
M. N. Pushpalatha, Harshubh Meherishi, Avani Vaishnav, R. Anurag Pillai, Aman Gupta
2023 A conf
Optimizing for Member Value in an Edge Building Marketplace.
CIKM
Ayan Acharya, Siyuan Gao, Ankan Saha, Borja Ocejo, Kinjal Basu, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Parag Agrawal
2023 A* conf
Practical Design of Performant Recommender Systems using Large-scale Linear Programming-based Global Inference.
KDD
Aman Gupta, S. Sathiya Keerthi, Ayan Acharya, Miao Cheng, Borja Ocejo Elizondo, Rohan Ramanath, Rahul Mazumder, Kinjal Basu, J. Kenneth Tay, Rupesh Gupta
2023 — conf
Promoting Inactive Members in Edge-Building Marketplace.
WWW (Companion Volume)
Ayan Acharya, Siyuan Gao, Borja Ocejo, Kinjal Basu, Ankan Saha, Sathiya Keerthi Selvaraj, Rahul Mazumder, Parag Agrawal, Aman Gupta
2023 J jnl
QuantEase: Optimization-based Quantization for Language Models - An Efficient and Intuitive Algorithm.
CoRR
Kayhan Behdin, Ayan Acharya, Aman Gupta, Sathiya Keerthi Selvaraj, Rahul Mazumder
2023 J jnl
Tracking Socio-Economic Development in Rural India over Two Decades Using Satellite Imagery.
ACM J. Comput. Sustain. Soc.
Anant Gulgulia, Aman Gupta, Akshay P. Sarashetti, Aaditya Sinha, Aaditeshwar Seth
2023 J jnl
mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization.
CoRR
Kayhan Behdin, Qingquan Song, Aman Gupta, Ayan Acharya, David Durfee, Borja Ocejo, S. Sathiya Keerthi, Rahul Mazumder
2022 A* conf
Generalized Deep Mixed Models.
KDD
Jun Shi, Chengming Jiang, Aman Gupta, Mingzhou Zhou, Yunbo Ouyang, Qiang Charles Xiao, Qingquan Song, Yi (Alice) Wu, Haichao Wei, Huiji Gao
2022 J jnl
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization.
CoRR
David Durfee, Aman Gupta, Kinjal Basu
2022 J jnl
Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization.
CoRR
Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, S. Sathiya Keerthi, Rahul Mazumder
2021 J jnl
Logit Attenuating Weight Normalization.
CoRR
Aman Gupta, Rohan Ramanath, Jun Shi, Anika Ramachandran, Sirou Zhou, Mingzhou Zhou, S. Sathiya Keerthi
2021 J jnl
Transitioning from Real to Synthetic data: Quantifying the bias in model.
CoRR
Aman Gupta, Deepak Bhatt, Anubha Pandey
2020 — ch.
Digital Forensics of Raspberry Pi Used for MITM.
Digital Forensic Education
Aman Gupta, Aishwarya Ulhas Desai, Ankita Sahai
2020 A* conf
Image and Video Understanding for Recommendation and Spam Detection Systems.
KDD
Aman Gupta, Sirjan Kafle, Di Wen, Dylan Wang, Sumit Srivastava, Suhit Sinha, Nikita Gupta, Bharat Jain, Ananth Sankar, Liang Zhang
2020 J jnl
Smoothed Gaussian Mixture Models for Video Classification and Recommendation.
CoRR
Sirjan Kafle, Aman Gupta, Xue Xia, Ananth Sankar, Xi Chen, Di Wen, Liang Zhang
2019 Misc conf
Blink as you sync: uncovering eye and nod synchrony in conversation using wearable sensing.
UbiComp
Aman Gupta, Finn L. Strivens, Benjamin Tag, Kai Kunze, Jamie A. Ward
2019 A* conf
Continuous Alertness Assessments: Using EOG Glasses to Unobtrusively Monitor Fatigue Levels In-The-Wild.
CHI
Benjamin Tag, Andrew W. Vargo, Aman Gupta, George Chernyshov, Kai Kunze, Tilman Dingler
2018 J jnl
A pulse oximeter system,
Microelectron. J.
Devarshi Mrinal Das, Aman Gupta, Abhishek Srivastava, Amogh Vidwans, Meraj Ahmad, Aniruddha Shelke, Salil Kale, J. Ananthapadmanabhan, Dinesh Kumar Sharma, Maryam Shojaei Baghini
2018 — conf
Team WebArch at FIRE-2018 Track on Indian Native Language Identification.
FIRE (Working Notes)
Aman Gupta
2017 C conf
A noise-power-area optimized novel programmable gain and bandwidth instrumentation amplifier for biomedical applications.
ISCAS
Devarshi Mrinal Das, Abhishek Srivastava, Aman Gupta, Kashyap Barot, Maryam Shojaei Baghini
2017 J jnl
Extracting compact representation of knowledge from gene expression data for protein-protein interaction.
Int. J. Data Min. Bioinform.
Haohan Wang, Aman Gupta, Ming Xu
2016 — conf
Optimizing callout in unified ad markets.
IEEE BigData
Aman Gupta, S. Muthukrishnan, Smita Wadhwa
2015 — conf
An Interactive Model for the Synthesis of Service Functions Through Use Processes.
ICServ
Tatsunori Hara, Tamio Arai, Aman Gupta
2015 — conf
Learning structure in gene expression data using deep architectures, with an application to gene clustering.
BIBM
Aman Gupta, Haohan Wang, Madhavi K. Ganapathiraju
2014 J jnl
Assessing the Usability for Arabic Language Websites.
Int. J. Technol. Hum. Interact.
Mohammed Arif, Aman Gupta
2013 Misc conf
Detecting MS initiated signaling DDoS attacks in 3G/4G wireless networks.
COMSNETS
Aman Gupta, Tanmay Verma, Soshant Bali, Sanjit Kaul
2013 J jnl
Simulation and optimization modeling for drive-through mass vaccination - A generalized approach.
Simul. Model. Pract. Theory
Aman Gupta, Gerald W. Evans, Sunderesh S. Heragu
2011 — conf
Low Power Probabilistic Floating Point Multiplier Design.
ISVLSI
Aman Gupta, Satyam Mandavalli, Vincent John Mooney, Keck Voon Ling, Arindam Basu, Henry Johan, Budianto Tandianus
2011 — conf
Using UICDS to Share Data in the Real-Time Decision Support System for Pandemic Response.
CyberC
Robert Kelley, Aman Gupta, Anup Kumar, Sunderesh S. Heragu
2009 — conf
A High Performance Unified BCD and Binary Adder/Subtractor.
ISVLSI
Anshul Singh, Aman Gupta, Sreehari Veeramachaneni, M. B. Srinivas