ICML 2025 Workshop SIM Submissions

Bidding for Influence: Auction-Driven Diffusion Image Generation
Lillian Sun, Henry Huang, Fucheng Warren Zhu, Giannis Daras, Constantinos Costis Daskalakis
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Keep the Alignment, Skip the Overhead: Lightweight Instruction Alignment for Continually Trained LLMs
Ishan Jindal, Badrinath Chandana, Pranjal Bharti, Lakkidi Vinay, SACHIN DEV SHARMA
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning
Jikai Jin, Vasilis Syrgkanis, Sham M. Kakade, Hanlin Zhang
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Estimating treatment effects in networks using domain adversarial learning
Daan Caljon, Jente Van Belle, Wouter Verbeke
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Faithfulness and Intervention-Only Causal Discovery
Bijan Mazaheri, Jiaqi Zhang, Caroline Uhler
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Towards Robust Causal Effect Identification beyond Markov Equivalence
Kai Z. Teh, Kayvan Sadeghi, Terry Soo
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning
Anish Dhir, Cristiana Diaconu, Valentinian Mihai Lungu, James Requeima, Richard E. Turner, Mark van der Wilk
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Towards Causal Representation Learning with Observable Sources as Auxiliaries
Kwonho Kim, Heejeong Nam, Inwoo Hwang, Sanghack Lee
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Estimating Causal Effects in Gaussian Linear SCMs with Finite Data
Aurghya Maiti, Prateek Jain
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Do-PFN: In-Context Learning for Causal Effect Estimation
Jake Robertson, Arik Reuter, Siyuan Guo, Noah Hollmann, Frank Hutter, Bernhard Schölkopf
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics
Davide D'Ascenzo, Sebastiano Cultrera di Montesano
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Can Large Language Models Help Experimental Design for Causal Discovery?
Junyi Li, Yongqiang Chen, Chenxi Liu, Qianyi Cai, Tongliang Liu, Bo Han, Kun Zhang, Hui Xiong
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Oral
- Readers: Everyone
Prompt Optimization with Logged Bandit Data
Haruka Kiyohara, Daniel Yiming Cao, Yuta Saito, Thorsten Joachims
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Off-Policy Learning for Diversity-aware Candidate Retrieval in Two-stage Decisions
Haruka Kiyohara, Rayhan Khanna, Thorsten Joachims
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Multi-Objective-Guided Discrete Flow Matching for Controllable Biological Sequence Design
Tong Chen, Yinuo Zhang, Sophia Tang, Pranam Chatterjee
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Learning to Adapt: Self-Supervised Representations for Robust Contextual Bandits
Janos Horvath
- Published: 09 Jun 2025, Last Modified: 13 Jul 2025
- ICML 2025 Workshop SIM Poster
- Readers: Everyone