Igor Fedorov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
10
Active years
2016–2026
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment. | Hanxian Huang, Igor Fedorov, Andrey Gromov, Bernard Beckerman, Naveen Suda, David Eriksson, Maximilian Balandat, Rylan Conway, Patrick Huber, Chinnadhurai Sankar, Ayushi Dalmia, Zechun Liu, Lemeng Wu, Tarek Elgamal, Adithya Sagar, Vikas Chandra, Raghuraman Krishnamoorthi |
| 2025 | ICLR | SpinQuant: LLM Quantization with Learned Rotations. | Zechun Liu, Changsheng Zhao, Igor Fedorov, Bilge Soran, Dhruv Choudhary, Raghuraman Krishnamoorthi, Vikas Chandra, Yuandong Tian, Tijmen Blankevoort |
| 2024 | ECCV | DεpS: Delayed ε-Shrinking for Faster Once-for-All Training. | Aditya Annavajjala, Alind Khare, Animesh Agrawal, Igor Fedorov, Hugo Latapie, Myungjin Lee, Alexey Tumanov |
| 2024 | ICML | MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. | Zechun Liu, Changsheng Zhao, Forrest N. Iandola, Chen Lai, Yuandong Tian, Igor Fedorov, Yunyang Xiong, Ernie Chang, Yangyang Shi, Raghuraman Krishnamoorthi, Liangzhen Lai, Vikas Chandra |
| 2024 | KDD | SiGeo: Sub-One-Shot NAS via Geometry of Loss Landscape. | Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen |
| 2024 | WWW | Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. | Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen |
| 2023 | ICLR | Efficient Edge Inference by Selective Query. | Anil Kag, Igor Fedorov, Aditya Gangrade, Paul N. Whatmough, Venkatesh Saligrama |
| 2020 | ICASSP | SSGD: Sparsity-Promoting Stochastic Gradient Descent Algorithm for Unbiased Dnn Pruning. | Ching Hua Lee, Igor Fedorov, Bhaskar D. Rao, Harinath Garudadri |
| 2020 | ICASSP | Mango: A Python Library for Parallel Hyperparameter Tuning. | Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani B. Srivastava |
| 2020 | Interspeech | TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids. | Igor Fedorov, Marko Stamenovic, Carl Jensen, Li-Chia Yang, Ari Mandell, Yiming Gan, Matthew Mattina, Paul N. Whatmough |
| 2017 | ACSSC | Spect image reconstruction under imaging time constraints. | Igor Fedorov, Sebastian Obrzut, Bongyong Song, Bhaskar D. Rao |
| 2017 | ICASSP | Multimodal sparse Bayesian dictionary learning applied to multimodal data classification. | Igor Fedorov, Bhaskar D. Rao, Truong Q. Nguyen |
| 2016 | ICIP | Robust Bayesian method for simultaneous block sparse signal recovery with applications to face recognition. | Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen |