IJCAI 2025 Workshop AIA Submissions

Inferring Implicit Goals Across Differing Task Models
Silvia Tulli, Stylianos Loukas Vasileiou, Mohamed CHETOUANI, Sarath Sreedharan
- Published: 15 Jun 2025, Last Modified: 17 Aug 2025
- AIA 2025
- Readers: Everyone
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds
Axel Abels, Tom Lenaerts
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
LLMs for Causal Reasoning in Medicine? A Call for Caution
Saurabh Mathur, Ranveer Singh, Michael Skinner, Predrag Radivojac, David M. Haas, Lakshmi Raman, Sriraam Natarajan
- Published: 15 Jun 2025, Last Modified: 17 Aug 2025
- AIA 2025
- Readers: Everyone
Learning Probabilisitic Temporal Logic Specifications for Stochastic Systems
Rajarshi Roy, Yash Pote, David Parker, Marta Kwiatkowska
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Rule-Guided Reinforcement Learning Policy Evaluation and Improvement
Martin Tappler, Ignacio D. Lopez-Miguel, Sebastian Tschiatschek, Ezio Bartocci
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Transforming Expert Insight into Scalable AI Assessment: A Framework for LLM-Generated Metrics and User-Calibrated Evaluation
Nicholas Choma, Sreecharan Sankaranarayanan, Rajesh Kumar Cherukuri
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming
Arya Fayyazi, Yifeng Xiao, Pierluigi Nuzzo, Massoud Pedram
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Combining MORL with Restraining Bolts to Learn Normative Behaviour
Emery A. Neufeld, Agata Ciabattoni, Radu Florin Tulcan
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks
Rushang Karia, Daniel Richard Bramblett, Daksh Dobhal, Siddharth Srivastava
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks
Wenhan Dong, Tianyi Hu, Jingyi Zheng, Zhen Sun, Yuemeng Zhao, Yule Liu, Xinlei He, Xinyi Huang
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Safety Beyond Verification: The Need for Continual, User-Driven Assessment of AI Systems
Siddharth Srivastava, Georgios Fainekos, Pulkit Verma, Daniel Richard Bramblett
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
SPoRt - Safe Policy Ratio: Certified Training and Deployment of Task Policies in Model-Free RL
Jacques Cloete, Nikolaus Vertovec, Alessandro Abate
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions
Stéphane Aroca-Ouellette, Miguel Aroca-Ouellette, Katharina von der Wense, Alessandro Roncone
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling
Zun Li, Marc Lanctot, Kevin R. McKee, Luke Marris, Ian Gemp, Daniel Hennes, Paul FM Muller, Kate Larson, Yoram Bachrach, Michael P. Wellman
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
An Approach to Quantify Plans Robustness in Real-world Applications
Francesco Percassi, Sandra Castellanos-Paez, Romain Rombourg, Mauro Vallati
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Interpreting Pretrained Language Models via Concept Bottlenecks
Zhen Tan, Lu Cheng, Song Wang, Bo Yuan, Jundong Li, huan liu
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Inference of Human-derived Specifications of Object Placement via Demonstration
Alex Cuellar, Ho Chit Siu, Julie Shah
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
DiffFP: Learning Behaviors from Scratch via Diffusion-based Fictitious-Play
Akash Karthikeyan, Yash Vardhan Pant
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Learning Adaptive Diffusion Policies for Hybrid Dynamical Systems
Leroy D'Souza, Akash Karthikeyan, Yash Vardhan Pant, Sebastian Fischmeister
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
SafeTuneBed: A Safety Assessment Framework for Harmful Finetuning Defenses
Saad Hossain, Samanvay Vajpayee, Sirisha Rambhatla
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
ARC: A Tool to Rate AI Models for Robustness Through a Causal Lens
Kausik Lakkaraju, Siva Likitha Valluru, Biplav Srivastava, Marco Valtorta
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone
Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions
Courtney Ford, Mark T. Keane
- Published: 15 Jun 2025, Last Modified: 07 Aug 2025
- AIA 2025
- Readers: Everyone