Chiyu Ma

According to our database, Chiyu Ma authored at least 16 papers between 2022 and 2026.

Collaborative distances:

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

2026

Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs.

Haoming Meng, Kexin Huang, Shaohang Wei, Chiyu Ma, Shuo Yang, Xue Wang, Guoyin Wang, Bolin Ding, Jingren Zhou

CoRR, March, 2026

On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation.

Kexin Huang, Haoming Meng, Junkang Wu, Jinda Lu, Chiyu Ma, Ziqian Chen, Xue Wang, Bolin Ding, Jiancan Wu, Xiang Wang, Xiangnan He, Guoyin Wang, Jingren Zhou

CoRR, March, 2026

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization.

Chiyu Ma, Shuo Yang, Kexin Huang, Jinda Lu, Haoming Meng, Shangshang Wang, Bolin Ding, Soroush Vosoughi, Guoyin Wang, Jingren Zhou

CoRR, March, 2026

Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts.

Peijun Qing, Xingjian Diao, Chiyu Ma, Saeed Hassanpour, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning.

Yaning Jia, Chunhui Zhang, Xingjian Diao, Xiangchi Yuan, Zhongyu Ouyang, Chiyu Ma, Soroush Vosoughi

CoRR, October, 2025

KCES: Training-Free Defense for Robust Graph Neural Networks via Kernel Complexity.

Yaning Jia, Shenyang Deng, Chiyu Ma, Yaoqing Yang, Soroush Vosoughi

CoRR, June, 2025

Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMs.

Wenhao You, Xingjian Diao, Chunhui Zhang, Keyi Kong, Weiyi Wu, Zhongyu Ouyang, Chiyu Ma, Tingxuan Wu, Noah Wei, Zong Ke, Ming Cheng, Soroush Vosoughi, Jiang Gui

CoRR, May, 2025

Judging with Many Minds: Do More Perspectives Mean Less Prejudice?

Chiyu Ma, Enpei Zhang, Yilun Zhao, Wenjun Liu, Yaning Jia, Peijun Qing, Lin Shi, Arman Cohan, Yujun Yan, Soroush Vosoughi

CoRR, May, 2025

Engineering a Universal and Fully Automatic Analyzer for Multichannel and On-Site Biochemical Detection in Body Fluids.

Xianyou Sun, Shichao Tian, Yanchi Zhang, Chiyu Ma, Xinyi Wang, Liubing Kong, Zhuoru Huang, Guangqing Ren, Shuqi Zhou, Ping Wang, Hao Wan

IEEE Trans. Biomed. Eng., January, 2025

Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge.

Lin Shi, Chiyu Ma, Wenhua Liang, Xingjian Diao, Weicheng Ma, Soroush Vosoughi

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge.

Chiyu Ma, Enpei Zhang, Yilun Zhao, Wenjun Liu, Yaning Jia, Peijun Qing, Lin Shi, Arman Cohan, Yujun Yan, Soroush Vosoughi

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

SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models.

Xingjian Diao, Chunhui Zhang, Keyi Kong, Weiyi Wu, Chiyu Ma, Zhongyu Ouyang, Peijun Qing, Soroush Vosoughi, Jiang Gui

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

2024

Achieving Domain-Independent Certified Robustness via Knowledge Continuity.

Alan Sun, Chiyu Ma, Kenneth Ge, Soroush Vosoughi

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Interpretable Image Classification with Adaptive Prototype-based Vision Transformers.

Chiyu Ma, Jon Donnelly, Wenjun Liu, Soroush Vosoughi, Cynthia Rudin, Chaofan Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations.

Chiyu Ma, Brandon Zhao, Chaofan Chen, Cynthia Rudin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

A Novel and Sensitive Detection Method of Hydrogen Peroxide and Glucose Based on Copper Nanoclusters.

Shuqi Zhou, Xinyi Wang, Liubing Kong, Wencheng Lin, Chiyu Ma, Xianyou Sun, Zhuoru Huang, Kejing Ying, Hao Wan, Ping Wang

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022