Dulhan Jayalath

12 papers A* 2Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	HorizonMath: Measuring AI Progress Toward Mathematical Discovery with Automatic Verification. CoRR Erik Y. Wang, Sumeet Motwani, James V. Roggeveen, Eliot Hodges, Dulhan Jayalath, Charles London, Kalyan Ramakrishnan, Flaviu Cipcigan, Philip Torr, Alessandro Abate
2026	J	`jnl`	MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training. CoRR Dulhan Jayalath, Oiwi Parker Jones
2025	J	`jnl`	Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision. CoRR Dulhan Jayalath, Shashwat Goel, Thomas Foster, Parag Jain, Suchin Gururangan, Cheng Zhang, Anirudh Goyal, Alan Schelten
2025	J	`jnl`	LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale. CoRR Miran Özdogan, Gilad Landau, Gereon Elvers, Dulhan Jayalath, Pratik Somaiya, Francesco Mantegna, Mark W. Woolrich, Oiwi Parker Jones
2025	A*	`conf`	PRISM: Efficient Long-Range Reasoning With Short-Context LLMs. EMNLP Dulhan Jayalath, James Bradley Wendt, Nicholas Monath, Sandeep Tata, Beliz Gunel
2025	J	`jnl`	The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset. CoRR 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
2025	A*	`conf`	The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning. ICML Dulhan Jayalath, Gilad Landau, Brendan Shillingford, Mark W. Woolrich, Oiwi Parker Jones
2025	J	`jnl`	Training AI Co-Scientists Using Rubric Rewards. CoRR Shashwat Goel, Rishi Hazra, Dulhan Jayalath, Timon Willi, Parag Jain, William F. Shen, Ilias Leontiadis, Francesco Barbieri, Yoram Bachrach, Jonas Geiping, Chenxi Whitehouse
2025	J	`jnl`	Unlocking Non-Invasive Brain-to-Text. CoRR Dulhan Jayalath, Gilad Landau, Oiwi Parker Jones
2024	J	`jnl`	Generalising Multi-Agent Cooperation through Task-Agnostic Communication. CoRR Dulhan Jayalath, Steven D. Morad, Amanda Prorok
2024	J	`jnl`	Long-Range Tasks Using Short-Context LLMs: Incremental Reasoning With Structured Memories. CoRR Dulhan Jayalath, James Bradley Wendt, Nicholas Monath, Sandeep Tata, Beliz Gunel
2024	J	`jnl`	The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning. CoRR Dulhan Jayalath, Gilad Landau, Brendan Shillingford, Mark W. Woolrich, Oiwi Parker Jones