SPRI: Aligning Large Language Models with Context-Situated PrinciplesHongli ZhanMuneeza Azmatet al.2025ICML 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during DecodingZiyao WangMuneeza Azmatet al.2025ICML 2025
Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph LanguagesMichael SunWeize Yuanet al.2025ICML 2025
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation TasksSaurabh JhaRohan Aroraet al.2025ICML 2025
Position: Theory of Mind Benchmarks are Broken for Large Language ModelsMatthew RiemerZahra Ashktorabet al.2025ICML 2025
Compress then Serve: Serving Thousands of LoRA Adapters with Little OverheadRickard GabrielssonJiacheng Zhuet al.2025ICML 2025
Symmetry-Driven Discovery of Dynamical Variables in Molecular SimulationsJeet MohapatraNima Dehmamyet al.2025ICML 2025
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series ForecastingZhining LiuZe Yanget al.2025ICML 2025