Yile Gu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
7
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback. | Guan-Ting Lin, Prashanth Gurunath Shivakumar, Aditya Gourav, Yile Gu, Ankur Gandhe, Hung-yi Lee, Ivan Bulyko |
| 2025 | ASRU | Group Relative Policy Optimization for Speech Recognition. | Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ivan Bulyko |
| 2025 | ICLR | Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models. | Keisuke Kamahori, Tian Tang, Yile Gu, Kan Zhu, Baris Kasikci |
| 2025 | OSDI | NanoFlow: Towards Optimal Large Language Model Serving Throughput. | Kan Zhu, Yufei Gao, Yilong Zhao, Liangyu Zhao, Gefei Zuo, Yile Gu, Dedong Xie, Zihao Ye, Keisuke Kamahori, Chien-Yu Lin, Ziren Wang, Stephanie Wang, Arvind Krishnamurthy, Baris Kasikci |
| 2025 | SOSP | Mitigating Application Resource Overload with Targeted Task Cancellation. | Yigong Hu, Zeyin Zhang, Yicheng Liu, Yile Gu, Shuangyu Lei, Baris Kasikci, Peng Huang |
| 2024 | ACL | Multi-Modal Retrieval For Large Language Model Based Speech Recognition. | Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2024 | ICASSP | Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks. | Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-Yi Lee, Ariya Rastrow, Andreas Stolcke |
| 2024 | ICASSP | Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue. | Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-Yi Lee, Ivan Bulyko |
| 2024 | SOSP | Reducing Energy Bloat in Large Model Training. | Jae-Won Chung, Yile Gu, Insu Jang, Luoxi Meng, Nikhil Bansal, Mosharaf Chowdhury |
| 2023 | ASRU | Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. | Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2023 | ASRU | Generative Speech Recognition Error Correction With Large Language Models and Task-Activating Prompting. | Chao-Han Huck Yang, Yile Gu, Yi-Chieh Liu, Shalini Ghosh, Ivan Bulyko, Andreas Stolcke |
| 2023 | ASRU | Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. | Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko |
| 2023 | Interspeech | Scaling Laws for Discriminative Speech Recognition Rescoring Models. | Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2023 | Interspeech | Personalization for BERT-based Discriminative Speech Recognition Rescoring. | Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2023 | Interspeech | Distillation Strategies for Discriminative Speech Recognition Rescoring. | Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2022 | ICASSP | RescoreBERT: Discriminative Speech Recognition Rescoring With Bert. | Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko |
| 2022 | ICASSP | Mitigating Closed-Model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition. | Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu, Joseph Szurley, Roger Ren, Linda Liu, Andreas Stolcke, Ivan Bulyko |
| 2021 | ASRU | Multi-Task Language Modeling for Improving Speech Recognition of Rare Words. | Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko |
| 2021 | ICASSP | Personalization Strategies for End-to-End Speech Recognition Systems. | Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko |
| 2021 | ICASSP | Domain-Aware Neural Language Models for Speech Recognition. | Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko |
| 2021 | Interspeech | Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation. | Scott Novotney, Yile Gu, Ivan Bulyko |