| 2026 | ACL | PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling. | Ai Jian, Jingqing Ruan, Xing Ma, Dailin Li, Weipeng Zhang, Ke Zeng, Xunliang Cai |
| 2026 | ACL | CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels. | Xing Ma, Yangjie Zhou, Wu Sun, Zihan Liu, Jingwen Leng, Yun Lin, Shixuan Sun, Minyi Guo, Jin Song Dong |
| 2025 | EMNLP | A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy. | Xiaoyun Zhang, Jingqing Ruan, Xing Ma, Yawen Zhu, Jiansong Chen, Ke Zeng, Xunliang Cai |
| 2025 | EMNLP | When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning. | Xiaoyun Zhang, Jingqing Ruan, Xing Ma, Yawen Zhu, Haodong Zhao, Hao Li, Jiansong Chen, Ke Zeng, Xunliang Cai |
| 2023 | ACL | Domain-specific Attention with Distributional Signatures for Multi-Domain End-to-end Task-Oriented Dialogue. | Xing Ma, Peng Zhang, Feifei Zhao |
| 2023 | IJCNN | TIDE: Affective Time-aware Representations for Fine-grained Depression Identification on Social Media. | Zhuanzhuan Liu, Xing Ma, Peng Zhang, Chuzhan Hao, Shuo Zhang, Lin Wang |
| 2022 | Interspeech | Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue. | Yangyang Ou, Peng Zhang, Jing Zhang, Hui Gao, Xing Ma |
| 2020 | HealthCom | Liquid Metal-Filled 3D Structure Wearable Sensor for Finger Bending Monitoring. | Guoqiang Li, Mingyang Zhang, Junjie Wu, Man Yuan, Zhiyuan Liu, Xing Ma |