Grace Miao
@graceqmiao.bsky.social
74 followers 29 following 12 posts
PhD Student @UCLA | Communication 🗣🗣& Social Neuroscience 🧠🧠 | Research: Multimodal dynamics of human communication and connections | Snowboard enthusiast 🏂
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graceqmiao.bsky.social
Grateful to my brilliant collaborators for diving deep into the science of human connection. Let us know what you think!
#InterpersonalCommunication #SocialNeuroscience #NeuralSynchrony #fNIRS #Hyperscanning #NeuroTech #HumanConnection #CommunicationResearch #Loneliness
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graceqmiao.bsky.social
These findings matter in light of the loneliness epidemic and growing social fragmentation.
Understanding how connection emerges — biologically and experientially — can help us build interventions and environments that foster it.
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graceqmiao.bsky.social
Key Insight #3:
Using DMN synchrony and perceived depth, we classified high vs. low connection dyads with 64.5% accuracy across 1,000 iterations.
Right TPJ carried most of this effect — it alone classified connection strength at 62.6% accuracy.
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graceqmiao.bsky.social
Key Insight #2:
Neural synchrony in the default mode network (DMN) is a powerful biological signal of connection — a marker of "seeing eye-to-eye."
Synchrony in DMN subregions — especially mPFC and right TPJ — significantly predicted self-reported connection.
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graceqmiao.bsky.social
Key Insight #1: People in the deep conversation condition reported feeling more connected than those in the shallow condition.
But depth isn’t only in the prompt — felt depth is a stronger predictor than assigned depth. Shallow prompts can spark deep bonds, and vice versa. [3/8]
graceqmiao.bsky.social
We used fNIRS hyperscanning and logistic regression-based machine learning to study 70 dyads of strangers getting to know each other. Participants were randomly assigned to discuss either shallow topics (e.g., the weather) or deep ones (e.g., the last time they cried in front of someone). [2/8]
graceqmiao.bsky.social
How do we make new connections? Ashley Binnquist, Agnieszka Pluta, Bear Goldstein, Rick Dale, @socialbrain.bsky.social and I just posted a new preprint on the neurocognitive processes that support meaningful social connection. 🧠🧠💬💬 [1/8] 🧵
graceqmiao.bsky.social
Excited to share the DIMS Dashboard—a tool for displaying multimodal, extracted time series alongside the original video source! It’s designed to support and inspire a richer qualitative–quantitative research cycle.

Huge thanks to my amazing collaborators and mentors who made this possible! 🙌
wimpouw.bsky.social
Postprint: osf.io/987fm_v1 To appear in Proceedings of Cog Sci 2025

DIMS Dashboard for Exploring Dynamic Interactions and Multimodal Signals.

The interdisciplinary @graceqmiao.bsky.social in the lead here! Developing a dynamic dashboard for a quali-quanti social neuroscience research cycle!
graceqmiao.bsky.social
Fascinating!!! These initial results are already intriguing. Looking forward to the future developments 👏👏
graceqmiao.bsky.social
Had such a great time sharing my work at #SANS2025 today! Huge thanks to everyone who stopped by, asked questions, or just listened in. Big shoutout to my awesome collaborator @zaqdelinguist.bsky.social 🙌
graceqmiao.bsky.social
Thanks for the shoutout, Zachary! Excited to share our work at #SANS2025 during Poster Session 1 (P1-C-27) — come find me tomorrow from 3:30 to 5pm! 😆