Dulhan Jayalath

According to our database, Dulhan Jayalath authored at least 11 papers between 2024 and 2026.

Collaborative distances:

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

2026

HorizonMath: Measuring AI Progress Toward Mathematical Discovery with Automatic Verification.

Erik Y. Wang, Sumeet Ramesh Motwani, James V. Roggeveen, Eliot Hodges, Dulhan Jayalath, Charles London, Kalyan Ramakrishnan, Flaviu Cipcigan, Philip Torr, Alessandro Abate

CoRR, March, 2026

MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training.

Dulhan Jayalath, Oiwi Parker Jones

CoRR, February, 2026

2025

Training AI Co-Scientists Using Rubric Rewards.

Shashwat Goel, Rishi Hazra, Dulhan Jayalath, Timon Willi, Parag Jain, William F. Shen, Ilias Leontiadis, Francesco Barbieri, Yoram Bachrach, Jonas Geiping, Chenxi Whitehouse

CoRR, December, 2025

Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision.

Dulhan Jayalath, Shashwat Goel, Thomas Foster, Parag Jain, Suchin Gururangan, Cheng Zhang, Anirudh Goyal, Alan Schelten

CoRR, September, 2025

The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset.

Gilad Landau, Miran Özdogan, Gereon Elvers, Francesco Mantegna, Pratik Somaiya, Dulhan Jayalath, Luisa Kurth, Teyun Kwon, Brendan Shillingford, Gregory Farquhar, Minqi Jiang, Karim Jerbi, Hamza Abdelhedi, Yorguin José Mantilla Ramos, Caglar Gulcehre, Mark W. Woolrich, Natalie Voets, Oiwi Parker Jones

CoRR, June, 2025

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale.

Miran Özdogan, Gilad Landau, Gereon Elvers, Dulhan Jayalath, Pratik Somaiya, Francesco Mantegna, Mark W. Woolrich, Oiwi Parker Jones

CoRR, June, 2025

Unlocking Non-Invasive Brain-to-Text.

Dulhan Jayalath, Gilad Landau, Oiwi Parker Jones

CoRR, May, 2025

The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning.

Dulhan Jayalath, Gilad Landau, Brendan Shillingford, Mark W. Woolrich, Oiwi Parker Jones

Proceedings of the Forty-second International Conference on Machine Learning, 2025

PRISM: Efficient Long-Range Reasoning With Short-Context LLMs.

Dulhan Jayalath, James Bradley Wendt, Nicholas Monath, Sandeep Tata, Beliz Gunel

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

2024

Long-Range Tasks Using Short-Context LLMs: Incremental Reasoning With Structured Memories.

Dulhan Jayalath, James Bradley Wendt, Nicholas Monath, Sandeep Tata, Beliz Gunel

CoRR, 2024

Generalising Multi-Agent Cooperation through Task-Agnostic Communication.

Dulhan Jayalath, Steven D. Morad, Amanda Prorok

CoRR, 2024