All Talks
Self-Evolving Agents for Engineering and Scientific Applications
Oct. 2026 · NICE · Shanghai, China
Physical Field Reconstruction: From Sparse Representations to Generative Priors
Aug. 2026 · CSML 2026
LLM-based Auto-evolving Agents for Data-driven R&D
Apr. 2026 · Yale University, Lulu Group (Online) · Online
Invited online talk on LLM-based auto-evolving agents for data-driven R&D.
AI for Science: Foundation Models, Agents, and Scientific Discovery
Nov. 2025 · 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
Oct. 2025 · 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
Sep. 2025 · 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
Jul. 2024 · 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
May. 2024 · 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
Dec. 2023 · NeurIPS 2023 · New Orleans, LA, USA
Presentation on online trajectory learning for temporal tensor decomposition in streaming settings.
Bayesian Continuous-Time Tucker Decomposition
Jul. 2022 · ICML 2022 · Baltimore, MD, USA
Presentation on continuous-time Bayesian tensor decomposition for streaming tensor-valued time series.