2026 顶会论文
13作者位次 #5/5ICML 2026Oral· Social Aspects / Accountability, Transparency, and Interpretability
Position: The AI Imperative: Scaling High-Quality Peer Review in Machine Learning
Qiyao Wei · Samuel Holt · Jing Yang · Markus Wulfmeier · Mihaela van der Schaar
作者位次 #3/3ICML 2026Poster· Applications / Health / Medicine
Automatic Construction of Clinical Scoring Systems with LLM Agents
Silas Ruhrberg Estevez · Chris Chiu · Mihaela van der Schaar
作者位次 #3/4ICML 2026Poster
Nonparametric LLM Evaluation from Preference Data
Dennis Frauen · Athiya Deviyani · Mihaela van der Schaar · Stefan Feuerriegel
作者位次 #6/6ICML 2026Poster· Applications / Health / Medicine
Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback
Evgeny S. Saveliev · Samuel Holt · Nabeel Seedat · David Bentley · Jim Weatherall · Mihaela van der Schaar
作者位次 #3/4ICML 2026Poster· General Machine Learning / Causality
Identifiable Nonlinear Differentiable Causal Discovery via Independence and Adaptive Group Sparsity
Ruicong Yao · Tim Verdonck · Mihaela van der Schaar · Jakob Raymaekers
作者位次 #3/3ICML 2026Poster
When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets
Chris Chiu · Simpson Zhang · Mihaela van der Schaar
作者位次 #4/4ICML 2026Poster· Deep Learning / Large Language Models
No More, No Less: Least-Privilege Language Models
Paulius Rauba · Dominykas Seputis · Patrikas Vanagas · Mihaela van der Schaar
作者位次 #7/7ICML 2026Poster· Applications / Health / Medicine
CellBRIDGE: Learning Cellular Trajectories via Interaction-Aware Alignment
Silas Ruhrberg Estevez · Nicolas Huynh · Tennison Liu · Roderik Kortlever · Gerard Evan · David Bentley · Mihaela van der Schaar
作者位次 #3/3ICML 2026Poster· General Machine Learning / Causality
Gradient-Based Causal Tree Ensembles: A Backbone Architecture for Heterogeneous Treatment Effects
Yusuke Kano · Jeremy P Voisey · Mihaela van der Schaar
作者位次 #3/3ICML 2026Spotlight· Deep Learning / Large Language Models
Skill Neologisms: Towards Skill-based Continual Learning
Antonin Berthon · Nicolás Astorga · Mihaela van der Schaar
作者位次 #2/2ICML 2026Poster· Reinforcement Learning / Batch/Offline
$\text{DT}^\text{2}$: Decision-Targeted Digital Twins
Harry Amad · Mihaela van der Schaar
作者位次 #6/6ICML 2026Poster· Applications / Health / Medicine
GLEAN: Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification
Yichi Zhang · Nabeel Seedat · Yinpeng Dong · Peng Cui · Jun Zhu · Mihaela van der Schaar
作者位次 #2/2ICML 2026Poster· Applications / Everything Else
Active Timepoint Selection for Learning Measure-Valued Trajectories
Nicolas Huynh · Mihaela van der Schaar