Publications

UNVEILING THE SECRET RECIPE: A GUIDE FOR SUPERVISED FINE-TUNING SMALL LLMS
- - Aldo Pareja
  - Nikhil Shivakumar Nayak
  - et al.
- 2025
- ICLR 2025
Conference paper
FRÉCHET WAVELET DISTANCE: A DOMAIN-AGNOSTIC METRIC FOR IMAGE GENERATION
- - Lokesh Veeramacheneni
  - Moritz Wolter
  - et al.
- 2025
- ICLR 2025
Conference paper
PLANNING ANYTHING WITH RIGOR: GENERAL-PURPOSE ZERO-SHOT PLANNING WITH LLM-BASED FORMALIZED PROGRAMMING
- - Yilun Hao
  - Yang Zhang
  - et al.
- 2025
- ICLR 2025
Conference paper
ARMAP: SCALING AUTONOMOUS AGENTS VIA AUTOMATIC REWARD MODELING AND PLANNING
- - Zhenfang Chen
  - Delin Chen
  - et al.
- 2025
- ICLR 2025
Conference paper
FICTITIOUS SYNTHETIC DATA CAN IMPROVE LLM FACTUALITY VIA PREREQUISITE LEARNING
- - Yujian Liu
  - Tommi Jaakkola
  - et al.
- 2025
- ICLR 2025
Conference paper
CAUSAL CONCEPT GRAPH MODELS: BEYOND CAUSAL OPACITY IN DEEP LEARNING
- - Gabriele Dominici
  - Pietro Barbiero
  - et al.
- 2025
- ICLR 2025
Conference paper
COUNTERFACTUAL CONCEPT BOTTLENECK MODELS
- - Gabriele Dominici
  - Pietro Barbiero
  - et al.
- 2025
- ICLR 2025
Conference paper
SAFEDIFFUSER: SAFE PLANNING WITH DIFFUSION PROBABILISTIC MODELS
- - Wei Xiao
  - Tsun-Hsuan Wang
  - et al.
- 2025
- ICLR 2025
Conference paper
CALIBRATING EXPRESSIONS OF CERTAINTY
- - Peiqi Wang
  - Barbara D. Lam
  - et al.
- 2025
- ICLR 2025
Conference paper
Scaling Autonomous Agents via Automatic Reward Modeling And Planning
- - Zhenfang Chen
  - Delin Chen
  - et al.
- 2025
- ICLR 2025
Conference paper