Clement Chung

According to our database, Clement Chung authored at least 16 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Partial Federated Learning.

Tiantian Feng, Anil Ramakrishna, Jimit Majmudar, Charith Peris, Jixuan Wang, Clement Chung, Richard S. Zemel, Morteza Ziyadi, Rahul Gupta

CoRR, 2024

2023

End-to-End Spoken Language Understanding Using Joint CTC Loss and Self-Supervised, Pretrained Acoustic Encoders.

Jixuan Wang, Martin Radfar, Kai Wei, Clement Chung

Proceedings of the IEEE International Conference on Acoustics, 2023

Distill-Quantize-Tune - Leveraging Large Teachers for Low-Footprint Efficient Multilingual NLU on Edge.

Pegah Kharazmi, Zhewei Zhao, Clement Chung, Samridhi Choudhary

Proceedings of the IEEE International Conference on Acoustics, 2023

Quantifying Catastrophic Forgetting in Continual Federated Learning.

Christophe Dupuy, Jimit Majmudar, Jixuan Wang, Tanya G. Roosta, Rahul Gupta, Clement Chung, Jie Ding, Salman Avestimehr

Proceedings of the IEEE International Conference on Acoustics, 2023

Pyramid Dynamic Inference: Encouraging Faster Inference Via Early Exit Boosting.

Ershad Banijamali, Pegah Kharazmi, Sepehr Eghbali, Jixuan Wang, Clement Chung, Samridhi Choudhary

Proceedings of the IEEE International Conference on Acoustics, 2023

Coordinated Replay Sample Selection for Continual Federated Learning.

Jack Good, Jimit Majmudar, Christophe Dupuy, Jixuan Wang, Charith Peris, Clement Chung, Richard S. Zemel, Rahul Gupta

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

2022

Federated Learning with Noisy User Feedback.

Rahul Sharma, Anil Ramakrishna, Ansel MacLaughlin, Anna Rumshisky, Jimit Majmudar, Clement Chung, Salman Avestimehr, Rahul Gupta

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Training Mixed-Domain Translation Models via Federated Learning.

Peyman Passban, Tanya G. Roosta, Rahul Gupta, Ankit Chadha, Clement Chung

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Learnings from Federated Learning in The Real World.

Christophe Dupuy, Tanya G. Roosta, Leo Long, Clement Chung, Rahul Gupta, Salman Avestimehr

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge.

Hamidreza Saghir, Samridhi Choudhary, Sepehr Eghbali, Clement Chung

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

In Pursuit of Babel - Multilingual End-to-End Spoken Language Understanding.

Markus Müller, Samridhi Choudhary, Clement Chung, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling.

Jixuan Wang, Kai Wei, Martin Radfar, Weiwei Zhang, Clement Chung

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2013

Non-parametric Bayesian approach to post-translational modification refinement of predictions from tandem mass spectrometry.

Clement Chung, Andrew Emili, Brendan J. Frey

Bioinform., 2013

2012

Machine Learning Approaches to Refining Post-translational Modification Predictions and Protein Identifications from Tandem Mass Spectrometry.

Clement Chung

PhD thesis, 2012

2011

Computational refinement of post-translational modifications predicted from tandem mass spectrometry.

Clement Chung, Jian Liu, Andrew Emili, Brendan J. Frey

Bioinform., 2011

Hierarchical Affinity Propagation.

Inmar E. Givoni, Clement Chung, Brendan J. Frey

Proceedings of the UAI 2011, 2011