Linyang He

PhD student, Columbia University

Joined

October 2023

Names

Linyang He (Preferred)

Emails

****@umich.edu (Confirmed)

****@columbia.edu (Confirmed)

Personal Links

Homepage

DBLP

ACL Anthology

Career & Education History

PhD student

Columbia University (columbia.edu)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Nima Mesgarani

2024 – Present

Expertise

No areas of expertise listed

Publications

LiveMathematicianBench: A Benchmark for Research-Level Mathematics with Proof Sketches
Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Jiang Bian, Nima Mesgarani
- MSLD 2026 Poster
- Readers: Everyone
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical- Conceptual Hierarchy in Speech Representations
Linyang He, Qiaolin Wang, Xilin Jiang, Nima Mesgarani
- MSLD 2026 Poster
- Readers: Everyone
AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking
Xilin Jiang, Qiaolin Wang, Junkai Wu, Xiaomin He, Zhongweiyang Xu, Yinghao Ma, Minshuo Piao, Kaiyi Yang, Xiuwen Zheng, Riki Shimizu, Yicong Chen, Arsalan Firoozi, Gavin Mischler, Sukru Samet Dindar, Richard Antonello, Linyang He, Tsun-An Hsieh, Xulin Fan, Yulun Wu, Yuesheng Ma et al. (13 additional authors not shown)
- MSLD 2026 Poster
- Readers: Everyone
A cross-species neural foundation model for end-to-end speech decoding
Yizi Zhang, Linyang He, Chaofei Fan, Tingkai Liu, Han Yu, Trung Le, Jingyuan Li, Scott Linderman, Lea Duncker, Francis R Willett, Nima Mesgarani, Liam Paninski
- ICLR 2026 Poster
- Readers: Everyone
Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement
Linyang He, Tianjun Zhong, Richard Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani
- NeurReps 2025 Poster
- Readers: Everyone
Neuron-Level Linguistic Selectivity in LLMs via a Classifier-Free Framework
Linyang He, Nima Mesgarani
- UniReps2025 oral
- Readers: Everyone
Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement
Linyang He, Tianjun Zhong, Richard Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani
- NeurIPS 2025 poster
- Readers: Everyone
Do Self-Supervised Speech and Language Models Extract Similar Representations as Human Brain?
Peili Chen, Linyang He, Li Fu, Lu Fan, Edward F. Chang, Yuanning Li
- ICASSP 2024
- Readers: Everyone
Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs
Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan
- LREC/COLING 2024
- Readers: Everyone

Co-Authors

View all 56 co-authors