Nathan Susanj
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
6
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | PlanRAG-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding. | Masao Someki, Chien-Yu Huang, Siddhant Arora, Samuele Cornell, Markus Mller, Nathan Susanj, Rupak Vignesh Swaminathan, Grant P. Strimel, Jing Liu, Shinji Watanabe |
| 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 | Interspeech | Context-Driven Dynamic Pruning for Large Speech Foundation Models. | Masao Someki, Shikhar Bharadwaj, Atharva Anand Joshi, Chyi-Jiunn Lin, Jinchuan Tian, Jee-weon Jung, Markus Mller, Nathan Susanj, Jing Liu, Shinji Watanabe |
| 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 | ICASSP | Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers. | Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Feng-Ju Chang, Ariya Rastrow, Nathan Susanj, Athanasios Mouchtaris |
| 2023 | ICASSP | Multilingual End-To-End Spoken Language Understanding For Ultra-Low Footprint Applications. | Markus Mller, Anastasios Alexandridis, Zach Trozenski, Joel Whiteman, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann |
| 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 | AAAI | Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding. | Thanh Tran, Kai Wei, Weitong Ruan, Ross McGowan, Nathan Susanj, Grant P. Strimel |
| 2022 | ICASSP | Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding. | Bhuvan Agrawal, Markus Mller, Samridhi Choudhary, Martin Radfar, Athanasios Mouchtaris, Ross McGowan, Nathan Susanj, Siegfried Kunzmann |
| 2022 | ICASSP | A Neural Prosody Encoder for End-to-End Dialogue Act Classification. | Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Mller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo |
| 2022 | Interspeech | Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer. | Kaiqi Zhao, Hieu Nguyen, Animesh Jain, Nathan Susanj, Athanasios Mouchtaris, Lokesh Gupta, Ming Zhao |
| 2022 | Interspeech | ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition. | Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, 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 | ASRU | Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. | Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel |