Jun 10 2026
Our paper Harness In-Context Operator Learning with Chain of Operators is now available on arXiv.
Jun 10 2026
Our paper VICX: Generalizable Robot Manipulation via Video Generation and In-Context Operator Network is now available on arXiv.
Jun 07 2026
Our paper Self-Evolving Scientific Agent Discovers Generalizable Physically-Reasoned Fluid Control is now available on arXiv.
May 09 2026
Our paper Evolutionary Ensemble of Agents (GitHub) is now available on arXiv. We introduce EvE: a decentralized evolutionary ensemble of coding agents co-evolving with code repositories.
Apr 28 2026
Our paper In-context modeling as a retrain-free paradigm for foundation models in computational science is now available on arXiv.
Apr 25 2026
Our paper Escher-Loop: Mutual Evolution by Closed-Loop Self-Referential Optimization is now available on arXiv.
Mar 14 2026
We released icon-core, an open-source research infrastructure package for In-Context Operator Network (ICON) development. It provides standard models and algorithms, benchmark datasets, training pipelines, and development utilities, featuring built-in support for AI coding assistants like Claude Code.
Mar 13 2026
Our paper Graph In-Context Operator Networks for Generalizable Spatiotemporal Prediction is now available on arXiv.
Nov 25 2025
Our paper VICON: Vision In-Context Operator Networks for Multi-Physics Fluid Dynamics Prediction is accepted by Transactions on Machine Learning Research. This work was done in collaboration with researchers from UCLA and UCSD.
August 2025
🏆 Liu Yang has been awarded the prestigious Singapore National Research Foundation Fellowship (class of 2025), receiving over SGD 3 million in research funding. This highly competitive honor is granted to only about 10 researchers in Singapore each year.
Jun 15-18 2025
Liu Yang will participate UNCECOMP2025 in Rhodes, Greece. Let me know if you are around and interested in meeting up!
Apr 21 2025
Our paper Fine-tune language models as multi-modal differential equation solvers is published on Neural Networks.
Jul 31 2024
Our lab is officially starting, welcome new members!