Yiru Yang

April 2025, Zürich, 🇨🇭ing

Hi World, welcome to my Study Camp. You can also find me here Yiru Yang
Programming - Python, (C++), Jax, TensorFlow, PyTorch, Java / JavaScript
📍 Skill Set - Biosignal / (4D Vision) / Self-Distillation / Multimodal / Speech Processing
One of my Faculty Alumni, 🪐 Always enjoy reading Philosophy, my Garden
For lifelong study - Richard P. Feynman, You and your research by Richard Hamming, Alumni (*always can learn a lot from them) from all different domains
📍 Project 1 - Thesis 1 - hidden-space 3d alignment for ASR knowledge distillation, whisper, low latency Inference on-device
📍 Project 2 - Project and Master Thesis 2 - A Feed forward network for 4d Semantic and Instance Segmentation, MR
📍 Project 3 - Thesis 3 - aria glass
📍 Project 4 - Thesis 2 - bio signal processing and modeling, USZ
📍 Project 5 - Master Thesis 1 - clinical Multimodal (sparse) data modeling, SCAI

Interests

Interpretability, Knowledge Distillation, on-Device
4D Instance Segmentation, Spatial Intelligence (World Modeling)
Non-Invasive Neuro-Engineering

selected publications

Audio

ASR, Hidden-space 3d Alignment, Knowledge Distillation

XX

, Zurich. More Information can be found here , XXXX

Abs DOI HTML PDF Video

In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.
Multi-Modal

Clinic, Sparse Data

XX

, Zurich. More Information can be found here , XXXX

Abs DOI HTML PDF Video

A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.
4D Segmentation

Feed forward network for 4d Semantic and Instance Segmentation

XX

, Zurich. More Information can be found here , XXXX

Abs DOI HTML PDF Video

A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.
Bio-Signal

Biosignal Modeling and Processing

XX

, Zurich. More Information can be found here , XXXX

Abs DOI HTML PDF Video

A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.
Neuro Engineering

3/4d Structrual Design, Implicit Geometry (NeRF, SDF)

XX

, Zurich. More Information can be found here , XXXX

Abs DOI HTML PDF Video

In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.