Publications

658 results for Generative AI

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- - Ziyao Wang
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Conference paper
Directed Graph Grammars for Sequence-based Learning
- - Michael Sun
  - Orion Foo
  - et al.
- 2025
- ICML 2025
Conference paper
M+: Extending MemoryLLM with Scalable Long-Term Memory
- - Yu Wang
  - Dmitry Krotov
  - et al.
- 2025
- ICML 2025
Conference paper
SPRI: Aligning Large Language Models with Context-Situated Principles
- - Hongli Zhan
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Conference paper
A Hitchhiker's Guide to Scaling Law Estimation
- - Leshem Choshen
  - Yang Zhang
  - et al.
- 2025
- ICML 2025
Conference paper
Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models
- - Jonas Zausinger
  - Lars Pennig
  - et al.
- 2025
- ICML 2025
Conference paper
A Unified Framework for Generative AI Safety
- - Pin-Yu Chen
- 2025
- ICML 2025
Invited talk
In-Context Bias Propagation in LLM-Based Tabular Data Generation
- - Pol Garcia Recasens
  - Alberto Gutierrez-torre
  - et al.
- 2025
- ICML 2025
Workshop paper
MAD-MAX: Modular And Diverse Malicious AttackMiXtures for Automated LLM Red Teaming
- - Stefan Schoepf
  - Muhammad Zaid Hameed
  - et al.
- 2025
- ICML 2025
Workshop paper
Representing Prompting Patterns with PDL: Compliance Agent Case Study
- - Mandana Vaziri
  - Louis Mandel
  - et al.
- 2025
- ICML 2025
Workshop paper