Irina Belousova

According to our database, Irina Belousova authored at least 10 papers between 2020 and 2026.

Collaborative distances:

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

2026

DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models.

Amin Karimi Monsefi, Dominic Culver, Nikhil Bhendawade, Lokesh Boominathan, Manuel Rafael Ciosici, Yizhe Zhang, Irina Belousova

CoRR, May, 2026

Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation.

Amin Karimi Monsefi, Dominic Culver, Nikhil Bhendawade, Manuel Rafael Ciosici, Yizhe Zhang, Irina Belousova

CoRR, May, 2026

The Design Space of Tri-Modal Masked Diffusion Models.

Louis Béthune, Victor Turrisi, Bruno Kacper Mlodozeniec, Pau Rodríguez López, Lokesh Boominathan, Nikhil Bhendawade, Amitis Shidani, Joris Pelemans, Theo X. Olausson, R. Devon Hjelm, Paul Dixon, João Monteiro, Pierre Ablin, Vishnu Banna, Arno Blaas, Nick Henderson, Kari Noriy, Dan Busbridge, Joshua M. Susskind, Marco Cuturi, Irina Belousova, Luca Zappella, Russ Webb, Jason Ramapuram

CoRR, February, 2026

2025

Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference.

Nikhil Bhendawade, Kumari Nishu, Arnav Kundu, Chris Bartels, Minsik Cho, Irina Belousova

CoRR, October, 2025

FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models.

Amin Karimi Monsefi, Nikhil Bhendawade, Manuel Rafael Ciosici, Dominic Culver, Yizhe Zhang, Irina Belousova

CoRR, September, 2025

M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference.

Nikhil Bhendawade, Mahyar Najibi, Devang Naik, Irina Belousova

CoRR, February, 2025

Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention.

Nikhil Bhendawade, Irina Belousova, Qichen Fu, Henry Mason, Antonie Lin, Mohammad Rastegari, Mahyar Najibi

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Speculative Streaming: Fast LLM Inference without Auxiliary Models.

Nikhil Bhendawade, Irina Belousova, Qichen Fu, Henry Mason, Mohammad Rastegari, Mahyar Najibi

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

2023

Intelligent Assistant Language Understanding On Device.

Cecilia Aas, Hisham Abdelsalam, Irina Belousova, Shruti Bhargava, Jianpeng Cheng, Robert Daland, Joris Driesen, Federico Flego, Tristan Guigue, Anders Johannsen, Partha Lal, Jiarui Lu, Joel Ruben Antony Moniz, Nathan Perkins, Dhivya Piraviperumal, Stephen Pulman, Diarmuid Ó Séaghdha, David Q. Sun, John Torr, Marco Del Vecchio, Jay Wacker, Jason D. Williams, Hong Yu

CoRR, 2023

2020

Linguistic and Cognitive Analysis of Inter-Cultural Business Discourse from the Perspective of "Dialogue of Cultures" in the Formation of Inter-Cultural Communicative Competence.

Irina Belousova, Svetlana Bairamova

Int. J. Emerg. Technol. Learn., 2020