| Ditto: Fair and Robust Federated Learning Through Personalization T Li, S Hu, A Beirami, V Smith Thirty-eighth International Conference on Machine Learning (ICML), 2021 | 1521 | 2021 |
| Fair resource allocation in federated learning T Li, M Sanjabi, A Beirami, V Smith 2020 International Conference on Learning Representations (ICLR), 2020 | 1267 | 2020 |
| A systematic survey of prompt engineering on vision-language foundation models J Gu, Z Han, S Chen, A Beirami, B He, G Zhang, R Liao, Y Qin, V Tresp, ... arXiv preprint arXiv:2307.12980, 2023 | 285 | 2023 |
| Safety Alignment Should Be Made More Than Just a Few Tokens Deep X Qi, A Panda, K Lyu, X Ma, S Roy, A Beirami, P Mittal, P Henderson International Conference on Learning Representations (ICLR) Outstanding Paper, 2025 | 267 | 2025 |
| Tilted Empirical Risk Minimization T Li*, A Beirami*, M Sanjabi, V Smith 2021 International Conference on Learning Representations (ICLR), 2021 | 183 | 2021 |
| Controlled Decoding from Language Models S Mudgal*, J Lee*, H Ganapathy, YG Li, T Wang, Y Huang, Z Chen, ... Forty-first International Conference on Machine Learning (ICML), 2024 | 166* | 2024 |
| SpecTr: Fast speculative decoding via optimal transport Z Sun*, AT Suresh*, JH Ro, A Beirami, H Jain, F Yu 37th Conference on Neural Information Processing Systems (NeurIPS), 2023 | 146 | 2023 |
| Helping or herding? reward model ensembles mitigate but do not eliminate reward hacking J Eisenstein, C Nagpal, A Agarwal, A Beirami, A D'Amour, DJ Dvijotham, ... Conference on Language Modeling (COLM), 2024 | 139* | 2024 |
| Capacity of discrete molecular diffusion channels A Einolghozati, M Sardari, A Beirami, F Fekri IEEE International Symposium on Information Theory Proceedings (ISIT), 723-727, 2011 | 130 | 2011 |
| Rényi fair inference S Baharlouei, M Nouiehed, A Beirami, M Razaviyayn 2020 International Conference on Learning Representations (ICLR), 2020 | 123 | 2020 |
| Winning Is Not Everything: Enhancing Game Development with Intelligent Agents Y Zhao*, I Borovikov*, F de Mesentier Silva*, A Beirami*, J Rupert, ... IEEE Transactions on Games 12 (2), 199-212 (Outstanding Paper Award), 2020 | 119* | 2020 |
| Situated and Interactive Multimodal Conversations S Moon*, S Kottur*, PA Crook^, A De^, S Poddar^, T Levin, D Whitney, ... The 28th International Conference on Computational Linguistics (COLING), 2020 | 104 | 2020 |
| A fluorescence sandwich immunoassay for the real-time continuous detection of glucose and insulin in live animals M Poudineh*, CL Maikawa*, EY Ma, J Pan, D Mamerow, Y Hang, ... Nature Biomedical Engineering 5 (1), 53-63, 2021 | 101 | 2021 |
| Overview of the ninth dialog system technology challenge: DSTC9 C Gunasekara, S Kim, LF D'Haro, A Rastogi, YN Chen, M Eric, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 96* | 2024 |
| Why Botnets Work: Distributed Brute-Force Attacks Need No Synchronization S Salamatian, W Huleihel, A Beirami, A Cohen, M Médard IEEE Transactions on Information Forensics and Security 14 (9), 2288-2299, 2019 | 75* | 2019 |
| On optimal generalizability in parametric learning A Beirami, M Razaviyayn, S Shahrampour, V Tarokh Advances in Neural Information Processing Systems (NeurIPS), 3455-3465, 2017 | 74 | 2017 |
| Discrete-time chaotic-map truly random number generators: design, implementation, and variability analysis of the zigzag map H Nejati, A Beirami, WH Ali Analog Integrated Circuits and Signal Processing 73, 363-374, 2012 | 73 | 2012 |
| Theoretical guarantees on the best-of-n alignment policy A Beirami, A Agarwal, J Berant, A D'Amour, J Eisenstein, C Nagpal, ... International Conference on Machine Learning (ICML), 2025 | 72 | 2025 |
| A framework for investigating the performance of chaotic-map truly random number generators A Beirami, H Nejati IEEE Transactions on Circuits and Systems II: Express Briefs 60 (7), 446-450, 2013 | 68* | 2013 |
| Zigzag map: a variability-aware discrete-time chaotic-map truly random number generator A Beirami, H Nejati, WH Ali Electronics Letters 48 (24), 1537-1538, 2012 | 65* | 2012 |
Faramarz FekriGeorgia TechVerified email at ece.gatech.edu
