Simon Yu

According to our database, Simon Yu authored at least 20 papers between 2013 and 2025.

Collaborative distances:

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

2025

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning.

Bo Liu, Leon Guertler, Simon Yu, Zichen Liu, Penghui Qi, Daniel Balcells, Mickel Liu, Cheston Tan, Weiyan Shi, Min Lin, Wee Sun Lee, Natasha Jaques

CoRR, June, 2025

WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue.

Yaoyao Qian, Jindan Huang, Yuanli Wang, Simon Yu, Kyrie Zhixuan Zhou, Jiayuan Mao, Mingfu Liang, Hanhan Zhou

CoRR, June, 2025

TextArena.

Leon Guertler, Bobby Cheng, Simon Yu, Bo Liu, Leshem Choshen, Cheston Tan

CoRR, April, 2025

N2C2: Nearest Neighbor Enhanced Confidence Calibration for Cross-Lingual In-Context Learning.

Jie He, Simon Yu, Deyi Xiong, Víctor Gutiérrez-Basulto, Jeff Z. Pan

CoRR, March, 2025

Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning.

Weixin Chen, Simon Yu, Huajie Shao, Lui Sha, Han Zhao

CoRR, January, 2025

Fine-Tuning Large Language Models with Sequential Instructions.

Hanxu Hu, Simon Yu, Pinzhen Chen, Edoardo M. Ponti

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Perception simplex: Verifiable collision avoidance in autonomous vehicles amidst obstacle detection faults.

Ayoosh Bansal, Hunmin Kim, Simon Yu, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha

Softw. Test. Verification Reliab., September, 2024

Taming Algorithmic Priority Inversion in Mission-Critical Perception Pipelines.

Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher

Commun. ACM, February, 2024

Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement.

Simon Yu, Liangyu Chen, Sara Ahmadian, Marzieh Fadaee

CoRR, 2024

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?

Pinzhen Chen, Simon Yu, Zhicheng Guo, Barry Haddow

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Voxel2Hemodynamics: An End-to-end Deep Learning Method for Predicting Coronary Artery Hemodynamics.

Ziyu Ni, Linda Wei, Lijian Xu, Simon Yu, Qing Xia, Hongsheng Li, Shaoting Zhang

CoRR, 2023

Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network.

Xiaoyu Yang, Lijian Xu, Simon Yu, Qing Xia, Hongsheng Li, Shaoting Zhang

CoRR, 2023

Geometry-Based End-to-End Segmentation of Coronary Artery in Computed Tomography Angiography.

Xiaoyu Yang, Lijian Xu, Simon Yu, Qing Xia, Hongsheng Li, Shaoting Zhang

Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

2022

Real-Time Task Scheduling for Machine Perception in Intelligent Cyber-Physical Systems.

Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Huajie Shao, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher

IEEE Trans. Computers, 2022

Synergistic Redundancy: Towards Verifiable Safety for Autonomous Vehicles.

Ayoosh Bansal, Simon Yu, Hunmin Kim, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha

CoRR, 2022

Verifiable Obstacle Detection.

Ayoosh Bansal, Hunmin Kim, Simon Yu, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha

Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

2021

LiDAR Cluster First and Camera Inference Later: A New Perspective Towards Autonomous Driving.

Jiyang Chen, Simon Yu, Rohan Tabish, Ayoosh Bansal, Shengzhong Liu, Tarek F. Abdelzaher, Lui Sha

CoRR, 2021

2020

On Removing Algorithmic Priority Inversion from Mission-critical Machine Inference Pipelines.

Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher

Proceedings of the 41st IEEE Real-Time Systems Symposium, 2020

2019

Trajectory Estimation for Geo-Fencing Applications on Small-Size Fixed-Wing UAVs.

Mirco Theile, Simon Yu, Or D. Dantsker, Marco Caccamo

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

2013

INTERFEROME v2.0: an updated database of annotated interferon-regulated genes.

Irina Rusinova, Sam Forster, Simon Yu, Anitha Kannan, Marion Masse, Helen Cumming, Ross Chapman, Paul J. Hertzog

Nucleic Acids Res., 2013