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05-08
2025
"brown dwarfs, are we stupid or you are just different?"
Brown dwarfs are the latest discovered population on the HR diagram. They formed like stars but appearing like gaseous planets, thus bridging the gap between stars and planets. I will briefly introduc...
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05-08
2025
Perception with Confidence: A Conformal Prediction Perspective
Deep learning has witnessed great success in computer vision, and large-scale data-driven models are becoming prevalent in modern machine perception systems. However, a critical drawback of learned pe...
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05-08
2025
Quantum noise effects and quantum error mitigation
In this talk, I plan to introduce our two recent works (arXiv: 2201.00752, arXiv: 2207.01403). I will begin with briefly introducing the basic concepts of quantum error mitigation (QEM) in the era of ...
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05-08
2025
Phenomena and findings in pressurized high-Tc superconductors
The unconventional superconductivity of a given material is dictated by multiple degrees of freedom of charge, spin, orbital, and lattice. These degrees of freedom, as well as the interactions among t...
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05-08
2025
Probing magnetic phase diagrams of two-dimensional antiferromagnets
Two-dimensional (2D) magnets decouple from the substrates, allow electrical control, and are mechanically flexible, making them integratable into emergent heterostructures for advanced properties and ...
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05-08
2025
Flow Straight and Fast: A Simple and Unified Approach to Generative Modeling, Domain Transfer, and Optimal Transport
We consider the problem of learning a transport mapping between two distributions that are only observed through unpaired data points. This problem provides a unified framework for a variety of fundam...