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 026 (ISOEN, 2022)

This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations. - Chiyu Ma; Brandon Zhao; Chaofan Chen; Cynthia Rudin (NeurIPS, 2023)

Interpretable Image Classification with Adaptive Prototype-based Vision Transformers. - Chiyu Ma; Jon Donnelly; Wenjun Liu; Soroush Vosoughi; Cynthia Rudin; Chaofan Chen (NeurIPS, 2024)

Achieving Domain-Independent Certified Robustness via Knowledge Continuity. - Alan Sun; Chiyu Ma; Kenneth Ge; Soroush Vosoughi (NeurIPS, 2024)

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 026; Hao Wan (IEEE Trans. Biomed. Eng., 2025)

Judging with Many Minds: Do More Perspectives Mean Less Prejudice? - Chiyu Ma; Enpei Zhang; Yilun Zhao 001; Wenjun Liu; Yaning Jia; Peijun Qing; Lin Shi; Arman Cohan; Yujun Yan; Soroush Vosoughi (CoRR, 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 004; Soroush Vosoughi; et al. (CoRR, 2025)

KCES: Training-Free Defense for Robust Graph Neural Networks via Kernel Complexity. - Yaning Jia; Shenyang Deng; Chiyu Ma; Yaoqing Yang; Soroush Vosoughi (CoRR, 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 (CoRR, 2025)