Publications

Transformers Learn Faster with Semantic Focus
- - Parikshit Ram
  - Kenneth Clarkson
  - et al.
- 2025
- NeurIPS 2025
Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
- - Isha Puri
  - Shivchander Sudalairaj
  - et al.
- 2025
- NeurIPS 2025
LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
- - Wanhua Li
  - Yujie Zhao
  - et al.
- 2025
- NeurIPS 2025
Causally Reliable Concept Bottleneck Models
- - Giovanni De Felice
  - Arianna Casanova Flores
  - et al.
- 2025
- NeurIPS 2025
Predictability Enables Parallelization of Nonlinear State Space Models
- - Xavier Gonzalez
  - Leo Kozachkov
  - et al.
- 2025
- NeurIPS 2025
Enhancing UV Spectral Prediction through Auxiliary Task, Curriculum Learning, and Curvature Limitation
- - Hajime Shinohara
  - Akihiro Kishimoto
  - et al.
- 2025
- NeurIPS 2025
Latent Principle Discovery for Language Model Self-Improvement
- - Keshav Ramji
  - Tahira Naseem
  - et al.
- 2025
- NeurIPS 2025
Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage
- - Ziqi Yuan
  - Haoyang Zhang
  - et al.
- 2025
- NeurIPS 2025
Towards Understanding Camera Motions in Any Video
- - Zhiqiu Lin
  - Siyuan Cen
  - et al.
- 2025
- NeurIPS 2025
Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
- - Jie Ren
  - Zhenwei Dai
  - et al.
- 2025
- NeurIPS 2025