LLM-based Auto-evolving Agents for Data-driven R&D
Invited Talk, Yale University, Lulu Group (Online), Online
Invited online talk on LLM-based auto-evolving agents for data-driven R&D.
Talks and presentations
AI for Science: Foundation Models, Agents, and Scientific Discovery
Invited Talk, Shanghai AI Lab, Shanghai, China
Invited talk on AI for science, with a focus on foundation models and agentic systems for scientific modeling and discovery.
Towards Intelligence Driven by Physical-World Signals
Invited Talk, Huawei, China
Invited industry talk on intelligence driven by physical-world signals and AI for signal processing.
The Application of Gaussian Processes in Time Series and PDE-solving
Invited Talk, Renmin University of China, Beijing, China
Invited academic talk on the application of Gaussian processes in time series modeling and PDE solving.
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
Conference Talk, ICML 2024, Vienna, Austria
Presentation on Bayesian online imputation for continuous-indexed multivariate time series.
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
Conference Talk, ICLR 2024, Vienna, Austria
Presentation on Gaussian process surrogates for high-frequency and multi-scale PDE systems.
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition
Conference Talk, NeurIPS 2023, New Orleans, LA, USA
Presentation on online trajectory learning for temporal tensor decomposition in streaming settings.
Bayesian Continuous-Time Tucker Decomposition
Conference Talk, ICML 2022, Baltimore, MD, USA
Presentation on continuous-time Bayesian tensor decomposition for streaming tensor-valued time series.