| 2024 | Transfer Learning Using Inaccurate Physics Rule for Streamflow Prediction. | Tianshu Bao, Taylor T. Johnson, Xiaowei Jia |
| 2024 | Pluggable Watermarking of Deepfake Models for Deepfake Detection. | Han Bao, Xuhong Zhang, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen |
| 2024 | SEMANTIFY: Unveiling Memes with Robust Interpretability beyond Input Attribution. | Dibyanayan Bandyopadhyay, Asmit Ganguly, Baban Gain, Asif Ekbal |
| 2024 | Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval. | Vaibhav Balloli, Sara Beery, Elizabeth Bondi-Kelly |
| 2024 | MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization. | Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly |
| 2024 | Negative Human Rights as a Basis for Long-term AI Safety and Regulation (Abstract Reprint). | Ondrej Bajgar, Jan Horenovsky |
| 2024 | Attention Shifting to Pursue Optimal Representation for Adapting Multi-granularity Tasks. | Gairui Bai, Wei Xi, Yihan Zhao, Xinhui Liu, Jizhong Zhao |
| 2024 | Integrating View Conditions for Image Synthesis. | Jinbin Bai, Zhen Dong, Aosong Feng, Xiao Zhang, Tian Ye, Kaicheng Zhou |
| 2024 | ScreenAI: A Vision-Language Model for UI and Infographics Understanding. | Gilles Baechler, Srinivas Sunkara, Maria Wang, Fedir Zubach, Hassan Mansoor, Vincent Etter, Victor Carbune, Jason Lin, Jindong Chen, Abhanshu Sharma |
| 2024 | Online Learning with Off-Policy Feedback in Adversarial MDPs. | Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Papini, Alberto Maria Metelli, Nicola Gatti |
| 2024 | Facility Location Problems with Capacity Constraints: Two Facilities and Beyond. | Gennaro Auricchio, Zihe Wang, Jie Zhang |
| 2024 | PyXAI: An XAI Library for Tree-Based Models. | Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2024 | Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories. | Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2024 | On the Computation of Example-Based Abductive Explanations for Random Forests. | Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2024 | Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid. | Nicolas Atienza, Roman Bresson, Cyriaque Rousselot, Philippe Caillou, Johanne Cohen, Christophe Labreuche, Michle Sebag |
| 2024 | Contrastive Learning Is Not Optimal for Quasiperiodic Time Series. | Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady |
| 2024 | Optimizing Viscous Democracy. | Ben Armstrong, Shiri Alouf-Heffetz, Nimrod Talmon |
| 2024 | Effective Approach to LTLf Best-Effort Synthesis in Multi-Tier Environments. | Benjamin Aminof, Giuseppe De Giacomo, Gianmarco Parretti, Sasha Rubin |
| 2024 | Higher-Order Argumentation Frameworks: Principles and Gradual Semantics. | Leila Amgoud, Dragan Doder, Marie-Christine Lagasquie-Schiex |
| 2024 | A Survey on Model-Free Goal Recognition. | Leonardo Amado, Sveta Paster Shainkopf, Ramon Fraga Pereira, Reuth Mirsky, Felipe Meneguzzi |
| 2024 | AMO-aware Aggregates in Answer Set Programming. | Mario Alviano, Carmine Dodaro, Salvatore Fiorentino, Marco Maratea |
| 2024 | General Epistemic Abstract Argumentation Framework: Semantics and Complexity. | Gianvincenzo Alfano, Sergio Greco, Francesco Parisi, Irina Trubitsyna |
| 2024 | Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa. | Victor Akinwande, Megan MacGregor, Celia Cintas, Ehud Karavani, Dennis Wei, Kush R. Varshney, Pablo A. Nepomnaschy |
| 2024 | Fine-tuning Pre-trained Models for Robustness under Noisy Labels. | Sumyeong Ahn, Sihyeon Kim, Jongwoo Ko, Se-Young Yun |
| 2024 | Hybrid planning for challenging construction problems: An Answer Set Programming approach (Abstract Reprint). | Faseeh Ahmad, Volkan Patoglu, Esra Erdem |