| 2026 | AAAI | Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation. | Yuan Wang, Shujian Gao, Jiaxiang Liu, Songtao Jiang, Haoxiang Xia, Xiaotian Zhang, Zhaolu Kang, Yemin Wang, Zuozhu Liu |
| 2026 | ACL | Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues. | Xiaotian Zhang, Yuan Wang, Ruizhe Chen, Zeya Wang, Runchen Hou, Zuozhu Liu |
| 2025 | ACL | DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models. | Ruizhe Chen, Wenhao Chai, Zhifei Yang, Xiaotian Zhang, Ziyang Wang, Tony Q. S. Quek, Joey Tianyi Zhou, Soujanya Poria, Zuozhu Liu |
| 2025 | ACL | Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment. | Xiaotian Zhang, Ruizhe Chen, Yang Feng, Zuozhu Liu |
| 2025 | CVPR | Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection. | Wei Luo, Yunkang Cao, Haiming Yao, Xiaotian Zhang, Jianan Lou, Yuqi Cheng, Weiming Shen, Wenyong Yu |
| 2025 | GLOBECOM | TF-PPO: A Temporal Feature Aware PPO Algorithm to Resolve the FoV Prediction-Buffer Dilemma for 360-degree Video. | Zitong Li, Han Xiao, Mu Wang, Shujie Yang, Yuang Cai, Xiaotian Zhang, Changqiao Xu |
| 2025 | ICLR | PAD: Personalized Alignment of LLMs at Decoding-time. | Ruizhe Chen, Xiaotian Zhang, Meng Luo, Wenhao Chai, Zuozhu Liu |
| 2025 | IECON | Multi-Scale Residual Attention GAN Method for IGBT Switching Transient Data Compression and Reconstruction. | Xiaotian Zhang, Weiye Wang, Zechao Liu, Sheng Wu, Chao Gong, Jose Rodriguez |
| 2024 | COMPSAC | CoMDet: A Contrastive Multimodal Pre-Training Approach to Encrypted Malicious Traffic Detection. | Jiakun Sun, Xiaotian Zhang, Yabo Wang, Shuyuan Jin |
| 2024 | ITW | Large Deviations for Outlier Hypothesis Testing with Distribution Uncertainty. | Xiaotian Zhang, Jun Diao, Lin Zhou |
| 2023 | ACL | Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System. | Shimin Li, Xiaotian Zhang, Yanjun Zheng, Linyang Li, Xipeng Qiu |
| 2023 | ACL | Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What's Next? | Xiaotian Zhang, Yanjun Zheng, Hang Yan, Xipeng Qiu |
| 2023 | VRST | Exploring Real-time Precision Feedback for AR-assisted Manual Adjustment in Mechanical Assembly. | Xingyue Tang, Zhuang Chang, Weiping He, Mark Billinghurst, Xiaotian Zhang |
| 2022 | ICWE | MEMTD: Encrypted Malware Traffic Detection Using Multimodal Deep Learning. | Xiaotian Zhang, Jintian Lu, Jiakun Sun, Ruizhi Xiao, Shuyuan Jin |
| 2021 | HCI | Manual Preliminary Coarse Alignment of 3D Point Clouds in Virtual Reality. | Xiaotian Zhang, Weiping He, Shuxia Wang |
| 2019 | ICRA | A Pipe-Climbing Soft Robot. | Gaurav Singh, SreeKalyan Patiballa, Xiaotian Zhang, Girish Krishnan |
| 2019 | IECON | The Resonant Modular Multilevel DC Converters for High Step-ratio and Low Step-ratio Interconnection in MVDC Distribution Network. | Xin Xiang, Xiaotian Zhang, Yue Zhu, Geraint P. Chaffey, Yunjie Gu, Timothy C. Green |
| 2018 | ICRA | Augmented Joint Stiffness and Actuation Using Architectures of Soft Pneumatic Actuators. | Nicholas Thompson, Xiaotian Zhang, Fernando Ayala, Elizabeth T. Hsiao-Wecksler, Girish Krishnan |
| 2015 | HCI | Applying Tangible Augmented Reality in Usability Evaluation. | Xiaotian Zhang, Young Mi Choi |
| 2013 | ICASSP | A fast table lookup based, statistical model driven non-uniform unit selection TTS. | Yao Qian, Frank K. Soong, Xiaobo Zhou, Yundi Qian, Xiaotian Zhang |
| 2012 | COLING | A Machine Learning Approach to Convert CCGbank to Penn Treebank. | Xiaotian Zhang, Hai Zhao, Cong Hui |
| 2012 | CoNLL | Chinese Coreference Resolution via Ordered Filtering. | Xiaotian Zhang, Chunyang Wu, Hai Zhao |