| 2026 | ACL | BOOKAGENT: Orchestrating Safety-Aware Visual Narratives via Multi-Agent Cognitive Calibration. | Bo Gao, Chang Liu, Yuyang Miao, Siyuan Ma, Ser-Nam Lim |
| 2026 | SAC | An Android Keystore Scheme with Flash as the Secure Module. | Haotian Shi, Yuewu Wang, Lingguang Lei, Pingjian Wang, Peng Wang, Siyuan Ma |
| 2026 | SECON | FBRoT: Transforming Flash Memory into Root of Trust for IoT Terminals. | Haotian Shi, Siyuan Ma, Yuewu Wang, Lingguang Lei, Shijie Jia, Jiwu Jing |
| 2025 | APSEC | A Packing-Insensitive Detection Method for Android Malware Based on Image Representation. | Siyuan Ma, Shihao Zhu, Long Zhang, Yan Cai |
| 2025 | ICIG | Multi-source Auditory Optimization Based on Weber-Fechner Law: Spatial Separation Suppression Driven by Dynamic Threshold and Offset Enhancement. | Yujie Jiao, Mingzhi Cheng, Siyuan Ma, Shizhao Yang, Long Liu |
| 2025 | ICLR | Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. | Yingzi Ma, Jiongxiao Wang, Fei Wang, Siyuan Ma, Jiazhao Li, Jinsheng Pan, Xiujun Li, Furong Huang, Lichao Sun, Bo Li, Yejin Choi, Muhao Chen, Chaowei Xiao |
| 2023 | ACML | TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology. | Siyuan Ma, Fan Zhang, Wanli Hou, Yarui Li, Wei Song |
| 2022 | TrustCom | Booting IoT Terminal Device Securely with eMMC. | Siyuan Ma, Yuewu Wang, Lingguang Lei, Yingjiao Niu, Haotian Shi, Jie Wang |
| 2021 | PDCAT | Enhanced Discriminant Local Direction Pattern Learning for Robust Palmprint Identification. | Siyuan Ma, Qintai Hu, Shuping Zhao, Lin Jiang, Wenyan Wu |
| 2020 | CHI | Stress Monitoring using Multimodal Bio-sensing Headset. | Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon |
| 2020 | CHI | iMold: Enabling Interactive Design Optimization for In-Mold Electronics. | Jonathan Ting, Yunbo Zhang, Sang Ho Yoon, James D. Holbery, Siyuan Ma |
| 2019 | Interspeech | Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement. | Like Hui, Siyuan Ma, Mikhail Belkin |
| 2019 | UIST | HapSense: A Soft Haptic I/O Device with Uninterrupted Dual Functionalities of Force Sensing and Vibrotactile Actuation. | Sang Ho Yoon, Siyuan Ma, Woo Suk Lee, Shantanu Thakurdesai, Di Sun, Flavio P. Ribeiro, James D. Holbery |
| 2018 | ICML | To Understand Deep Learning We Need to Understand Kernel Learning. | Mikhail Belkin, Siyuan Ma, Soumik Mandal |
| 2018 | ICML | The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning. | Siyuan Ma, Raef Bassily, Mikhail Belkin |
| 2017 | ICDCS | LSbM-tree: Re-Enabling Buffer Caching in Data Management for Mixed Reads and Writes. | Dejun Teng, Lei Guo, Rubao Lee, Feng Chen, Siyuan Ma, Yanfeng Zhang, Xiaodong Zhang |
| 2016 | IECON | Lifetime estimation of DC-link capacitors in a single-phase converter with an integrated active power decoupling module. | Siyuan Ma, Haoran Wang, Junchaojie Tang, Guorong Zhu, Huai Wang |
| 2016 | IECON | Reliability evaluation of a single-phase H-bridge inverter with integrated active power decoupling. | Junchaojie Tang, Haoran Wang, Siyuan Ma, Guorong Zhu, Huai Wang |
| 2015 | IECON | Waveform control method for mitigating harmonics of inverter systems with nonlinear load. | Haoran Wang, Guorong Zhu, Xiaobin Fu, Siyuan Ma, Huai Wang |
| 2013 | GLOBECOM | Detecting GPS information leakage in Android applications. | Siyuan Ma, Zhushou Tang, Qiuyu Xiao, Jiafa Liu, Tran Triet Duong, Xiaodong Lin, Haojin Zhu |
| 2008 | HPCC | A Profile-based Memory Access Optimizing Technology on CBE Architecture. | Guofu Feng, Xiaoshe Dong, Siyuan Ma, Jinghua Feng, Xuhao Wang |
| 2007 | APSCC | An Energy-Efficient Management Mechanism for Large-Scale Server Clusters. | Zhenghua Xue, Xiaoshe Dong, Siyuan Ma, Shengqun Fan, Yiduo Mei |
| 2007 | CSCWD | A Framework for Reputation Management in Large-Scale Distributed Systems. | Yiduo Mei, Shangyuan Guan, Xiaoshe Dong, Siyuan Ma, Zhao Wang |
| 2007 | SNPD | A Survey on Failure Prediction of Large-Scale Server Clusters. | Zhenghua Xue, Xiaoshe Dong, Siyuan Ma, Weiqing Dong |