Neil He

12 papers A* 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Parameter-Efficient Fine-Tuning of LLMs with Mixture of Space Experts.
CoRR
Buze Zhang, Jinkai Tao, Zilang Zeng, Neil He, Ali Maatouk, Menglin Yang, Rex Ying
2025 A* conf
Efficient Diffusion Models for Symmetric Manifolds.
ICML
Oren Mangoubi, Neil He, Nisheeth K. Vishnoi
2025 J jnl
Efficient Diffusion Models for Symmetric Manifolds.
CoRR
Oren Mangoubi, Neil He, Nisheeth K. Vishnoi
2025 J jnl
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts.
CoRR
Neil He, Rishabh Anand, Hiren Madhu, Ali Maatouk, Smita Krishnaswamy, Leandros Tassiulas, Menglin Yang, Rex Ying
2025 J jnl
HyperCore: The Core Framework for Building Hyperbolic Foundation Models with Comprehensive Modules.
CoRR
Neil He, Menglin Yang, Rex Ying
2025 — conf
Hyperbolic Deep Learning for Foundation Models: A Survey.
KDD (2)
Neil He, Hiren Madhu, Ngoc Bui, Menglin Yang, Rex Ying
2025 J jnl
Hyperbolic Deep Learning for Foundation Models: A Survey.
CoRR
Neil He, Hiren Madhu, Ngoc Bui, Menglin Yang, Rex Ying
2025 — conf
Lorentzian Residual Neural Networks.
KDD (1)
Neil He, Menglin Yang, Rex Ying
2025 J jnl
Position: Beyond Euclidean - Foundation Models Should Embrace Non-Euclidean Geometries.
CoRR
Neil He, Jiahong Liu, Buze Zhang, Ngoc Bui, Ali Maatouk, Menglin Yang, Irwin King, Melanie Weber, Rex Ying
2025 J jnl
PyPOD-GP: Using PyTorch for accelerated chip-level thermal simulation of the GPU.
SoftwareX
Neil He, Ming-Cheng Cheng, Yu Liu
2024 J jnl
Lorentzian Residual Neural Networks.
CoRR
Neil He, Menglin Yang, Rex Ying
2024 J jnl
PyPOD-GP: Using PyTorch for Accelerated Chip-Level Thermal Simulation of the GPU.
CoRR
Neil He, Ming-Cheng Cheng, Yu Liu