Xinchi Yu

I work at the intersection of vision science and language science, and I'm interested in uncovering domain-general and domain-specific neuro-cognitive computations/principles in human cognition, in particular for object representation and aesthetic appreciation.

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Links:

My Researchgate

My Twitter

My Bluesky


Mentors and collaborators:

Ellen Lau 

(Maryland, USA)


Weizhen (Zane) Xie 

(Maryland, USA)


Ernst Pöppel 

(Munich, Germany)


Tilmann Sander-Thömmes 

(Berlin, Germany)


Yan Bao 

(Beijing, China/Munich, Germany)

My name is Xinchi Yu, and I'm a fifth-year PhD student (expected Summer 2025) at the University of Maryland, supervised by Ellen Lau. I'm in the Neuroscience and Cognitive Science (NACS) Program, and I'm also affiliated to the Department of Linguistics. I am also working with Weizhen (Zane) Xie in the Department of Psychology on a couple of fun projects. I consider myself as a very collaborative person and I really enjoy collaborating: that's where fun new ideas emerge and grow! Feel free to reach out to me if my skillset (EEG/MEG/eye-tracking etc.), expertise or even discussing together could benefit your work!

Name pronunciation: If you happen to speak Mandarin, you would know how to pronounce it (xīnchí; ㄒㄧㄣ ㄔˊ). But if you don't, please feel free to pronounce it as "Shinchee": as long as your pronunciation could act as a strong-enough cue to identify this specific person (namely myself), it doesn't really matter how you actually pronounce it. My family name could be easier to pronounce; if you happen to speak German or French or Finnish, it's that ü (German) or u (French) or y (Finnish) thing. By the way my family name means "at" in modern Chinese; I have no idea why my family name is a preposition but well you know that's life. 😐


My interest and training in both vision science 👀 and language science 🧏 have prompted me to work on both fields, with the goal of bringing insights of one to the other (and vice versa), since the two fields are sociologically distinct but science-wise rather relevant. A very simple demonstration is that we are comprehending the "semantics" of both linguistic and visual input. My overarching research theme is to use VISION and LANGUAGE to uncover domain-general and domain-specific neuro-cognitive computations/principles in human COGNITION. Specifically, I'm now working on the following research questions:


Question 1: How domain-general are the "pointers" in our working memory? 

We are of course able to hold a bunch of free-floating features in short-term memory, but we are also able to represent bound objects. Recent work has suggested that this function (i.e., feature binding) is served by pointers (or indexicals or object files) in working memory, which also solves the type-token distinction problem (see Yu & Lau, 2023). Our MEG study suggested that these pointers may be hosted in the posterior parietal cortex, and revealed a novel neural marker tracking visual working memory pointers (Yu & Lau, 2024a). We are exploring if these pointers are shared across different types of visual objects (Yu & Lau, 2024b) or across visual and linguistic inputs (Yu & Lau, 2023), by testing whether such neural markers generalizes across tasks and source modalities (for a comprehensive outline of this research program, please see Yu, 2024)

This research program focusing on the representation of isolated objects serves as a basis for understanding how visual or semantic relations (Yu, Li, Zhu, Tian & Lau, 2024) and associations (Yu, Thakurdesai & Xie, 2024) between objects are represented in working memory.


Question 2: Empirical aesthetics: Exploring beauty for visual and linguistic media

We can appreciate beauty from both visual (e.g., paintings) and linguistic (e.g., poems) media. My research journey with empirical aesthetics started when I was an undergraduate student with Yan Bao (Peking University) and Ernst Pöppel (LMU Munich), and I have worked on e.g., the aesthetic appreciation of poems and birdsongs, the evolution of aesthetic appreciation (Sütterlin & Yu, 2021), and cognitive entailments among "true, good, beautiful" (Yu, Pöppel, Zhan & Bao, 2024). I continues to pursue this topic, now also with Weizhen Xie (UMD): Something fun is coming out very soon (Yu, ..., Bao, Pöppel & Xie, in prep. [see you at VSS2025!]); stay tuned!


Methodological development: OPM-MEG

I am also collaborating with Tilmann Sander-Thömmes (PTB Berlin) and Ernst Pöppel (LMU) on developing data-processing pipelines and exploring novel neural markers for OPM-MEG, a cutting-edge neuroimaging method.


You might feel that my work spans a wide range of topics, but with some unifying themes: I want my work to help different fields to talk to & offer insights to each other in interesting and meaningful ways.


🏙️Where I'm from: I was born in Northeast China, with another name of Dongbei (you might be more familiar with the geographic name Manchuria). That's a "weird" place in Asia where the signature foods include sauerkraut (made from Napa cabbage but taste exactly the same as the European ones), braised Schweinshaxe and kielbasa. I will be constantly updating this page where I would recommend musicians (and maybe beyond) from our region: Enjoy! :) I will also be blogging, as an amateur history lover, about the history and mythologies there.

👥Promoting mutual understanding beyond academia: I was a section leader of JING Forum 2017, a student forum between Peking University and the University of Tokyo, which was launched in some of the worst years of Sino-Japanese relationship. Beside Mandarin and English, I can also read and speak Japanese. I think mutual understanding is extremely important and is something that I want to promote, including and beyond across different subfields of cognitive (neuro-)science.