ICMLArtificial Intelligence

International Conference on Machine Learning

17,459Papers indexed

2020-2026Years covered

Recent papers

“Do Diffusion Models Dream of Electric Planes?” Discrete and Continuous Simulation-Based Inference for Aircraft DesignAurelien Ghiglino, Daniel Elenius, Anirban Roy, Ramneet Kaur et al.2026 · 1 citation
“very likely” Means “uncertain”? How LLMs Diverge from Humans in Linguistic Uncertainty QuantificationJinhao Duan, Zicheng Liu, Zijie Liu, Kaidi Xu et al.2026
(1D) Ordered Tokens Enable Efficient Test-Time SearchZhitong Gao, Parham Rezaei, Ali Cy, Mingqiao Ye et al.2026 · 1 citation
(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML TransformationsJinhao Duan, Ruichen Zhang, Gengwei Zhang, Huaizhi Qu et al.2026
(Doubly) Exponential Lower Bounds for Follow the Regularized Leader in Potential GamesIoannis Anagnostides, Ioannis Panageas, Nikolas Patris, Tuomas Sandholm2026 · 2 citations
(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting ModelsMaksim Zhdanov, Ana Lucic, Max Welling, Jan-Willem van de Meent2026 · 2 citations
[CLS] is Not Enough: Multi-Label Recognition via Patch-Level Inference and Adaptive AggregationAkang Wang, Xili Deng, Zhanxuan Hu, Yi Zhao et al.2026 · 1 citation
MemPot: Defend Against Memory Extraction Attack with Optimized HoneypotsYuhao Wang, Shengfang ZHAI, Guanghao Jin, Yinpeng Dong et al.2026 · 1 citation
``Someone Hid It!'': Query-Agnostic Black-Box Attacks on LLM-Based RetrievalJiate Li, Defu Cao, Li Li, Wei Yang et al.2026 · 4 citations
$\alpha$ -PFN: Fast Entropy Search via In-Context LearningHerilalaina Rakotoarison, Steven Adriaensen, Tom Viering, Carl Hvarfner et al.2026
$\mathbb{R}^{2k}$ is Theoretically Large Enough for Embedding-based Top- $k$ RetrievalZihao Wang, Hang Yin, Lihui Liu, Hanghang Tong et al.2026
$\mathcal{O}(\log N)$ Latent Dimension Suffices for Universal Approximation of Permutation-invariant FunctionMin ZHOU, Enming Liang, Minghua Chen2026
$\mu$ pscaling small models: Principled warm starts and hyperparameter transferYuxin Ma, Nan Chen, Mateo D Diaz, Soufiane Hayou et al.2026 · 1 citation
$\phi$ -Balancing for Mixture-of-Experts TrainingLizhang Chen, Jonathan Li, Qi Wang, Runlong Liao et al.2026
$\sigma$ : Sigmoid Modulation for Ultra High Resolution DiffusionBingxuan Zhao, Qing Zhou, Yu Wang, Chuang Yang et al.2026
$\tau^2$ -Bench: Evaluating Conversational Agents in a Dual-Control EnvironmentVictor Barres, Honghua Dong, Soham Ray, Xujie Si et al.2026 · 399 citations
$\tau$ -Knowledge: Evaluating Conversational Agents over Unstructured KnowledgeQuan Shi, Alexandra Zytek, Pedram Razavi, Karthik Narasimhan et al.2026 · 15 citations
$\tau$ -Voice: Benchmarking Full-Duplex Voice Agents on Real-World DomainsSoham Ray, Keshav Dhandhania, Victor Barres, Karthik Narasimhan2026
$\text{DT}^\text{2}$ : Decision-Targeted Digital TwinsHarry Amad, Mihaela van der Schaar2026
$\textit{S}$ -SPPO: Semantic-Calibrated Self-Play Preference OptimizationXiwen Chen, Wenhui Zhu, Jingjing Wang, Peijie Qiu et al.2026
$\texttt{FHAIM}$ : Fully Homomorphic AIM for Private Tabular Synthetic Data GenerationMayank Kumar, Qian Lou, Paulo Barreto, Martine De Cock et al.2026 · 1 citation
$\texttt{FlashSchNet}$ : Fast and Accurate Coarse-Grained Neural Network Molecular DynamicsPingzhi Li, Hongxuan Li, Zirui Liu, Xingcheng Lin et al.2026
$\texttt{MetaDistill}$ : Unlocking the Performance Ceiling for Pretrained OptimizersMuqi Han, Ruoqi Xing, KAI WU, Xiaoyu Zhang et al.2026
$\texttt{Multi}^2$ : Hierarchical Multi-Agent Decision-Making with LLM-Based Agents in Interactive EnvironmentsSangeun Park, Minhae Kwon2026

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