Publications

Quantum Doubly Stochastic Transformers
- - Jannis Born
  - Filip Skogh
  - et al.
- 2025
- NeurIPS 2025
Dense Associative Memory with Epanechnikov Energy
- - Benjamin Hoover
  - Zhaoyang Shi
  - et al.
- 2025
- NeurIPS 2025
CoP: Agentic Red-teaming for Large Language Models using Composition of Principles
- - Chen Xiong
  - Pin-Yu Chen
  - et al.
- 2025
- NeurIPS 2025
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- - Andrea Pugnana
  - Riccardo Massidda
  - et al.
- 2025
- NeurIPS 2025
BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
- - Anna Sokol
  - Elizabeth Daly
  - et al.
- 2025
- NeurIPS 2025
Optimal Estimation of the Best Mean in Multi-Armed Bandits
- - Takayuki Osogami
  - Junya Honda
  - et al.
- 2025
- NeurIPS 2025
Causal LLM Routing: End-to-End Regret Minimization from Observational Data
- - Asterios Tsiourvas
  - Wei Sun
  - et al.
- 2025
- NeurIPS 2025
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- - Dennis Wei
  - Inkit Padhi
  - et al.
- 2025
- NeurIPS 2025
Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
- - Yanbo Wang
  - Zixiang Xu
  - et al.
- 2025
- NeurIPS 2025
Shape it Up! Restoring LLM Safety during Finetuning
- - Shengyun Peng
  - Pin-Yu Chen
  - et al.
- 2025
- NeurIPS 2025