| 2026 | AAAI | IDK-S: Incremental Distributional Kernel for Streaming Anomaly Detection. | Yang Xu, Yixiao Ma, Kaifeng Zhang, Zuliang Yang, Kai Ming Ting |
| 2026 | AAAI | SCoNE: Spherical Consistent Neighborhoods Ensemble for Effective and Efficient Multi-View Anomaly Detection. | Yang Xu, Hang Zhang, Yixiao Ma, Ye Zhu, Kai Ming Ting |
| 2026 | HCI | Adaptive AI Educator: A Multi-format Learning Platform for Aquatic Invasive Species Education and Outreach - A Blue Catfish Case Study. | Sagar Patel, Beryl Malomo, Yixiao Ma, Jaden Hanson, Chengchu Liu, Lizhou Cao |
| 2025 | AAAI | VERSE: Verification-based Self-Play for Code Instructions. | Hao Jiang, Qi Liu, Rui Li, Yuze Zhao, Yixiao Ma, Shengyu Ye, Junyu Lu, Yu Su |
| 2025 | ICLR | Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment. | Yuze Zhao, Tianyun Ji, Wenjun Feng, Zhenya Huang, Qi Liu, Zhiding Liu, Yixiao Ma, Kai Zhang, Enhong Chen |
| 2025 | KSEM | Streaming Hierarchical Clustering for Emerging New Class. | Yixiao Ma, Ye Zhu, Yang Xu, Kai Ming Ting |
| 2024 | ACL | RePair: Automated Program Repair with Process-based Feedback. | Yuze Zhao, Zhenya Huang, Yixiao Ma, Rui Li, Kai Zhang, Hao Jiang, Qi Liu, Linbo Zhu, Yu Su |
| 2024 | ADMA | A Data-Driven Framework for Identifying Abnormal Status in Natural Gas Wells. | Yang Cao, Yixiao Ma, Xichen Tang, Razeen A Rasheed, Hong Xian Li |
| 2024 | IROS | IR | Derek Ming Siang Tan, Yixiao Ma, Jingsong Liang, Yi Cheng Chng, Yuhong Cao, Guillaume Sartoretti |
| 2024 | SIGIR | LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset. | Haitao Li, Yunqiu Shao, Yueyue Wu, Qingyao Ai, Yixiao Ma, Yiqun Liu |
| 2023 | CIKM | PaperLM: A Pre-trained Model for Hierarchical Examination Paper Representation Learning. | Minghui Shan, Yixiao Ma, Shulan Ruan, Zhi Cao, Shiwei Tong, Qi Liu, Yu Su, Shijin Wang |
| 2023 | EMNLP | CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding. | Yixiao Ma, Yueyue Wu, Weihang Su, Qingyao Ai, Yiqun Liu |
| 2023 | ICANN | Task-Aware Adversarial Feature Perturbation for Cross-Domain Few-Shot Learning. | Yixiao Ma, Fanzhang Li |
| 2022 | ICPR | Self-Challenging Mask for Cross-Domain Few-Shot Classification. | Yixiao Ma, Fanzhang Li |
| 2022 | SIGIR | Incorporating Retrieval Information into the Truncation of Ranking Lists for Better Legal Search. | Yixiao Ma, Qingyao Ai, Yueyue Wu, Yunqiu Shao, Yiqun Liu, Min Zhang, Shaoping Ma |
| 2021 | SIGIR | LeCaRD: A Legal Case Retrieval Dataset for Chinese Law System. | Yixiao Ma, Yunqiu Shao, Yueyue Wu, Yiqun Liu, Ruizhe Zhang, Min Zhang, Shaoping Ma |
| 2021 | SIGIR | Enhanced Representation Learning for Examination Papers with Hierarchical Document Structure. | Yixiao Ma, Shiwei Tong, Ye Liu, Likang Wu, Qi Liu, Enhong Chen, Wei Tong, Zi Yan |
| 2020 | ACL | CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality. | Wenmeng Yu, Hua Xu, Fanyang Meng, Yilin Zhu, Yixiao Ma, Jiele Wu, Jiyun Zou, Kaicheng Yang |