| 2026 | ACL | When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval. | Mingxu Tao, Jiawei Hu, Xian Zhou, Wenpeng Hu, Jiajun Cheng, Yunbo Cao, Zhunchen Luo, Guotong Geng |
| 2025 | AAAI | SalM²: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention. | Chunyu Zhao, Wentao Mu, Xian Zhou, Wenbo Liu, Fei Yan, Tao Deng |
| 2025 | EMNLP | Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework. | Yini Wang, Xian Zhou, Shengan Zheng, Linpeng Huang, Zhunchen Luo, Wei Luo, Xiaoying Bai |
| 2025 | ICANN | Few-Shot Learning for Syndrome Differentiation with Two Prompts. | Xian Zhou, Sophia Yat Mei Lee, Xinhe Gang, Yichen Yang, Yu Liu, Shengfeng Ju, Shoushan Li |
| 2025 | IJCNN | Leveraging Statistical Machine Learning to Boost Large Language Models. | Zhiyu Ding, Wenpeng Hu, Jianyong Duan, Jiaxin Bai, Minghao Hu, Xian Zhou, Zhunchen Luo, Wei Luo |
| 2025 | IJCNN | TRRD: Enabling Accurate and Reliable Retrieval of Time-sensitive Information. | Junyao Zhou, Yushan Tan, ZiBo Yi, Xian Zhou, Ruiqing Du, Wenpeng Hu |
| 2025 | IECON | Pseudo-Labels guided fault diagnosis method of rotating machinery at extremely low labeled rate. | Yinghao Zhao, Xu Yang, Jian Huang, Jiarui Cui, Xian Zhou, Jingjing Gao |
| 2024 | ICANN | REM: A Ranking-Based Automatic Evaluation Method for LLMs. | Jintao Yang, Yushan Tan, Wenpeng Hu, Zonghao Yang, Xian Zhou, Zhunchen Luo, Wei Luo |
| 2023 | EMNLP | TP-Detector: Detecting Turning Points in the Engineering Process of Large-scale Projects. | Qi Wu, Wen-Han Chao, Xian Zhou, Zhunchen Luo |
| 2023 | EMNLP | Characterizing and Verifying Scientific Claims: Qualitative Causal Structure is All You Need. | Jinxuan Wu, Wenhan Chao, Xian Zhou, Zhunchen Luo |
| 2021 | ICWS | MemTrust: Find Deep Trust in Your Mind. | Yanwei Xu, Zhiyong Feng, Xiao Xue, Shizhan Chen, Hongyue Wu, Xian Zhou, Meng Xing, Hongqi Chen |
| 2021 | SC | Understanding, predicting and scheduling serverless workloads under partial interference. | Laiping Zhao, Yanan Yang, Yiming Li, Xian Zhou, Keqiu Li |
| 2020 | ASPDAC | A Reconfigurable Approximate Multiplier for Quantized CNN Applications. | Chuliang Guo, Li Zhang, Xian Zhou, Weikang Qian, Cheng Zhuo |
| 2020 | ICDM | FreqST: Exploiting Frequency Information in Spatiotemporal Modeling for Traffic Prediction. | Xian Zhou, Yanyan Shen, Linpeng Huang |
| 2020 | ICLR | Learning from Unlabelled Videos Using Contrastive Predictive Neural 3D Mapping. | Adam W. Harley, Shrinidhi Kowshika Lakshmikanth, Fangyu Li, Xian Zhou, Hsiao-Yu Fish Tung, Katerina Fragkiadaki |
| 2020 | IPCCC | Socially-Aware D2D Pair Strategy: A Stable Matching Approach. | Xian Zhou, Daru Pan, Hui Song, Xu Huang |
| 2020 | ISCAS | A Convolutional Neural Network Accelerator Architecture with Fine-Granular Mixed Precision Configurability. | Xian Zhou, Li Zhang, Chuliang Guo, Xunzhao Yin, Cheng Zhuo |
| 2019 | APWEB | TRPN: Matrix Factorization Meets Recurrent Neural Network for Temporal Rating Prediction. | Haozhe Zhu, Yanyan Shen, Xian Zhou |
| 2019 | CoRL | Graph-Structured Visual Imitation. | Maximilian Sieb, Xian Zhou, Audrey Huang, Oliver Kroemer, Katerina Fragkiadaki |
| 2018 | DASFAA | A Road-Aware Neural Network for Multi-step Vehicle Trajectory Prediction. | Jingze Cui, Xian Zhou, Yanmin Zhu, Yanyan Shen |
| 2018 | HPCC | Research on Base Station Energy Saving Strategy Oriented Toward Multi-Service User Experience. | Xian Zhou, Shuwen Yi, Yuanyuan Zeng, Hao Jiang, Yu Zhang |
| 2018 | WSDM | Predicting Multi-step Citywide Passenger Demands Using Attention-based Neural Networks. | Xian Zhou, Yanyan Shen, Yanmin Zhu, Linpeng Huang |
| 2004 | SMC | Optimal production decisions under an uncertain deadline. | Xiaoqiang Cai, Xiaolin Xu, Xian Zhou |