Linyang He

According to our database, Linyang He authored at least 24 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Prune, Interpret, Evaluate: A Cross-Layer Transcoder-Native Framework for Efficient Circuit Discovery via Feature Attribution.

Qinhao Chen, Linyang He, Nima Mesgarani

CoRR, April, 2026

LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches.

Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, Nima Mesgarani

CoRR, April, 2026

SVGS: Single-View to 3D Object Editing via Gaussian Splatting.

Pengcheng Xue, Yan Tian, Qiutao Song, Ziyi Wang, Linyang He, Weiping Ding, Mahmoud Hassaballah, Karen Egiazarian, Wei-Fa Yang, Leszek Rutkowski

CoRR, March, 2026

A Very Big Video Reasoning Suite.

Maijunxian Wang, Ruisi Wang, Juyi Lin, Ran Ji, Thaddäus Wiedemer, Qingying Gao, Dezhi Luo, Yaoyao Qian, Lianyu Huang, Zelong Hong, Jiahui Ge, Qianli Ma, Hang He, Yifan Zhou, Lingzi Guo, Lantao Mei, Jiachen Li, Hanwen Xing, Tianqi Zhao, Fengyuan Yu, Weihang Xiao, Yizheng Jiao, Jianheng Hou, Danyang Zhang, Pengcheng Xu, Boyang Zhong, Zehong Zhao, Gaoyun Fang, John Kitaoka, Yile Xu, Hua Xu, Kenton Blacutt, Tin Nguyen, Siyuan Song, Haoran Sun, Shaoyue Wen, Linyang He, Runming Wang, Yanzhi Wang, Mengyue Yang, Ziqiao Ma, Raphaël Millière, Freda Shi, Nuno Vasconcelos, Daniel Khashabi, Alan Yuille, Yilun Du, Ziming Liu, Bo Li, Dahua Lin, Ziwei Liu, Vikash Kumar, Yijiang Li, Lei Yang, Zhongang Cai, Hokin Deng

CoRR, February, 2026

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 J. Antonello, Linyang He, Tsun-An Hsieh, Xulin Fan, Yulun Wu, Yuesheng Ma, Chaitanya Amballa, Weixiong Chen, Jiarui Hai, Ruisi Li, Vishal Choudhari, Cong Han, Yinghao Aaron Li, Adeen Flinker, Mounya Elhilali, Emmanouil Benetos, Mark Hasegawa-Johnson, Romit Roy Choudhury, Nima Mesgarani

CoRR, January, 2026

From Chains to DAGs: Probing the Graph Structure of Reasoning in LLMs.

Tianjun Zhong, Linyang He, Nima Mesgarani

CoRR, January, 2026

BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training Data.

Jaap Jumelet, Abdellah Fourtassi, Akari Haga, Bastian Bunzeck, Bhargav Shandilya, Diana Galván-Sosa, Faiz Ghifari Haznitrama, Francesca Padovani, Francois Meyer, Hai Hu, Julen Etxaniz, Laurent Prévot, Linyang He, María Grandury, Mila Marcheva, Negar Foroutan, Nikitas Theodoropoulos, Pouya Sadeghi, Siyuan Song, Suchir Salhan, Susana Zhou, Yurii Paniv, Ziyin Zhang, Arianna Bisazza, Alex Warstadt, Leshem Choshen

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Decoding inner speech with an end-to-end brain-to-text neural interface.

Yizi Zhang, Linyang He, Chaofei Fan, Tingkai Liu, Han Yu, Trung Le, Jingyuan Li, Scott W. Linderman, Lea Duncker, Francis R. Willett, Nima Mesgarani, Liam Paninski

CoRR, November, 2025

Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement.

Linyang He, Tianjun Zhong, Richard J. Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani

CoRR, October, 2025

Survey on deep learning in multimodal medical imaging for cancer detection.

Yan Tian, Zhaocheng Xu, Yujun Ma, Weiping Ding, Ruili Wang, Zhihong Gao, Guohua Cheng, Linyang He, Xuran Zhao

Neural Comput. Appl., September, 2025

SightSound-R1: Cross-Modal Reasoning Distillation from Vision to Audio Language Models.

Qiaolin Wang, Xilin Jiang, Linyang He, Junkai Wu, Nima Mesgarani

CoRR, September, 2025

XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs.

Linyang He, Ercong Nie, Sukru Samet Dindar, Arsalan Firoozi, Adrian Florea, Van Nguyen, Corentin Puffay, Riki Shimizu, Haotian Ye, Jonathan Brennan, Helmut Schmid, Hinrich Schütze, Nima Mesgarani

CoRR, February, 2025

Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations.

Linyang He, Qiaolin Wang, Xilin Jiang, Nima Mesgarani

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence.

Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Learning from ambiguous labels for X-Ray security inspection via weakly supervised correction.

Wei Wang, Linyang He, Guohua Cheng, Ting Wen, Yan Tian

Multim. Tools Appl., January, 2024

Large Language Models as Neurolinguistic Subjects: Identifying Internal Representations for Form and Meaning.

Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan

CoRR, 2024

Remote Sensing-Based Assessment of Economic Development.

Yijian Pan, Yongchang Ma, Bolin Shen, Linyang He

CoRR, 2024

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

Proceedings of the IEEE International Conference on Acoustics, 2024

Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs.

Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

EBL: Efficient background learning for x-ray security inspection.

Wei Wang, Linyang He, Yiqing Li, Kai Zhou, Linchao Li, Guohua Cheng, Ting Wen

Appl. Intell., May, 2023

2021

Segmentation of the Airway Tree From Chest CT Using Tiny Atrous Convolutional Network.

Guohua Cheng, Xiaoming Wu, Wending Xiang, Chuan Guo, Hongli Ji, Linyang He

IEEE Access, 2021

2020

Effective and efficient multitask learning for brain tumor segmentation.

Guohua Cheng, Jingliang Cheng, Mengyan Luo, Linyang He, Yan Tian, Ruili Wang

J. Real Time Image Process., 2020

Mining the Software Engineering Forums: What's New and What's Left.

Wei Yuan, Peng Wang, Yue Guo, Linyang He, Tieke He

Proceedings of the Web Information Systems and Applications, 2020

2019

Multi-branch Learning Framework with Different Receptive Fields Ensemble for Brain Tumor Segmentation.

Guohua Cheng, Mengyan Luo, Linyang He, Lingqiang Mo

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019