Aman Gupta
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
13
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems. | 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 | ICDCN | Advancing Carbon-Efficient Software Development: A Sustainable Path Forward. | Sagar Gupta, Aman Gupta |
| 2025 | ICML | AlphaPO: Reward Shape Matters for LLM Alignment. | 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 | ICML | On the Robustness of Reward Models for Language Model Alignment. | Jiwoo Hong, Noah Lee, Eunki Kim, Guijin Son, Woojin Chung, Aman Gupta, Shao Tang, James Thorne |
| 2025 | WWW | Efficient Algorithms for Leveraging LLMs for Generative and Predictive Recommender Systems. | Kayhan Behdin, Yun Dai, Gregory Dexter, Aman Gupta, Rahul Mazumder, Ankan Saha, Qingquan Song, Shao Tang, Sirou Zhu, Pin-Lun Hsu |
| 2024 | CIKM | LiNR: Model Based Neural Retrieval on GPUs at LinkedIn. | 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 | CIT | A Comparative Analysis of Machine Learning Models for Fire Alarm Systems. | Amiya Ranjan Panda, Aman Gupta, Manoj Kumar Mishra, Lipika Mohanty, Niranjan Kumar Ray |
| 2024 | HiPC | Energy Efficient Predictive Beamforming and 5G Cell Management using SDN. | Aman Gupta, Chirag Modi, Ayushman Singh, Sameer G. Kulkarni |
| 2024 | ICLR | A Precise Characterization of SGD Stability Using Loss Surface Geometry. | Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna |
| 2024 | ICSA | Optimising the Carbon Footprint for Cloud Resources in a Cloud Environment. | Sagar Gupta, Aman Gupta |
| 2024 | KDD | LiRank: Industrial Large Scale Ranking Models at LinkedIn. | 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 | KDD | LiMAML: Personalization of Deep Recommender Models via Meta Learning. | 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 | KDD | Neural Optimization with Adaptive Heuristics for Intelligent Marketing System. | 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 |
| 2023 | CIKM | Optimizing for Member Value in an Edge Building Marketplace. | Ayan Acharya, Siyuan Gao, Ankan Saha, Borja Ocejo, Kinjal Basu, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Parag Agrawal |
| 2023 | KDD | Practical Design of Performant Recommender Systems using Large-scale Linear Programming-based Global Inference. | Aman Gupta, S. Sathiya Keerthi, Ayan Acharya, Miao Cheng, Borja Ocejo Elizondo, Rohan Ramanath, Rahul Mazumder, Kinjal Basu, J. Kenneth Tay, Rupesh Gupta |
| 2023 | WWW | Promoting Inactive Members in Edge-Building Marketplace. | Ayan Acharya, Siyuan Gao, Borja Ocejo, Kinjal Basu, Ankan Saha, Sathiya Keerthi Selvaraj, Rahul Mazumder, Parag Agrawal, Aman Gupta |
| 2022 | KDD | Generalized Deep Mixed Models. | Jun Shi, Chengming Jiang, Aman Gupta, Mingzhou Zhou, Yunbo Ouyang, Qiang Charles Xiao, Qingquan Song, Yi (Alice) Wu, Haichao Wei, Huiji Gao |
| 2020 | KDD | Image and Video Understanding for Recommendation and Spam Detection Systems. | Aman Gupta, Sirjan Kafle, Di Wen, Dylan Wang, Sumit Srivastava, Suhit Sinha, Nikita Gupta, Bharat Jain, Ananth Sankar, Liang Zhang |
| 2019 | CHI | Continuous Alertness Assessments: Using EOG Glasses to Unobtrusively Monitor Fatigue Levels In-The-Wild. | Benjamin Tag, Andrew W. Vargo, Aman Gupta, George Chernyshov, Kai Kunze, Tilman Dingler |
| 2017 | ISCAS | A noise-power-area optimized novel programmable gain and bandwidth instrumentation amplifier for biomedical applications. | Devarshi Mrinal Das, Abhishek Srivastava, Aman Gupta, Kashyap Barot, Maryam Shojaei Baghini |
| 2013 | COMSNETS | Detecting MS initiated signaling DDoS attacks in 3G/4G wireless networks. | Aman Gupta, Tanmay Verma, Soshant Bali, Sanjit Kaul |