Publications

CAUSAL CONCEPT GRAPH MODELS: BEYOND CAUSAL OPACITY IN DEEP LEARNING
- - Gabriele Dominici
  - Pietro Barbiero
  - et al.
- 2025
- ICLR 2025
Conference paper
DELIFT: DATA EFFICIENT LANGUAGE MODEL INSTRUCTION FINE-TUNING
- - Ishika Agarwal
  - Krishnateja Killamsetty
  - 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
Vertical Federated Learning with Missing Features During Training and Inference
- - Pedro Valdeira
  - Shiqiang Wang
  - et al.
- 2025
- ICLR 2025
Conference paper
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
- - Han Shen
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025
Conference paper
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
- - Yukun Chen
  - Shuo Shao
  - et al.
- 2025
- ICLR 2025
Conference paper
TabWak: A Watermark for Tabular Diffusion Models
- - Chaoyi Zhu
  - Jiayi Tang
  - et al.
- 2025
- ICLR 2025
Conference paper
Revisiting Mode Connectivity in Neural Networks with Bezier Surface
- - Jie Ren
  - Pin-Yu Chen
- 2025
- ICLR 2025
Conference paper