Kai Zhen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
4
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | Wanda++: Pruning Large Language Models via Regional Gradients. | Yifan Yang, Kai Zhen, Bhavana Ganesh, Aram Galstyan, Goeric Huybrechts, Markus Mller, Jonas M. Kbler, Rupak Vignesh Swaminathan, Athanasios Mouchtaris, Sravan Babu Bodapati, Nathan Susanj, Zheng Zhang, Jack FitzGerald, Abhishek Kumar |
| 2025 | EMNLP | Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models. | Ryan Solgi, Kai Zhen, Rupak Vignesh Swaminathan, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann, Zheng Zhang |
| 2025 | EMNLP | MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models. | Zhen Zhang, Yifan Yang, Kai Zhen, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann, Zheng Zhang |
| 2025 | EMNLP | QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models. | Jiajun Zhou, Yifan Yang, Kai Zhen, Ziyue Liu, Yequan Zhao, Ershad Banijamali, Athanasios Mouchtaris, Ngai Wong, Zheng Zhang |
| 2024 | EMNLP | AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning. | Yifan Yang, Kai Zhen, Ershad Banijamali, Athanasios Mouchtaris, Zheng Zhang |
| 2024 | ICASSP | Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. | Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris |
| 2023 | Interspeech | Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants. | Martin Radfar, Paulina Lyskawa, Brandon Trujillo, Yi Xie, Kai Zhen, Jahn Heymann, Denis Filimonov, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris |
| 2022 | Interspeech | Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. | Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow |
| 2021 | ICASSP | Source-Aware Neural Speech Coding for Noisy Speech Compression. | Haici Yang, Kai Zhen, Seungkwon Beack, Minje Kim |
| 2021 | ICASSP | Sparsification via Compressed Sensing for Automatic Speech Recognition. | Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow |
| 2020 | ICASSP | A Dual-Staged Context Aggregation Method towards Efficient End-to-End Speech Enhancement. | Kai Zhen, Mi Suk Lee, Minje Kim |
| 2020 | ICASSP | Efficient and Scalable Neural Residual Waveform Coding with Collaborative Quantization. | Kai Zhen, Mi Suk Lee, Jongmo Sung, Seungkwon Beack, Minje Kim |
| 2019 | Interspeech | Cascaded Cross-Module Residual Learning Towards Lightweight End-to-End Speech Coding. | Kai Zhen, Jongmo Sung, Mi Suk Lee, Seungkwon Beack, Minje Kim |