| 2026 | ACL | Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text. | Zhihao Xu, Rumei Li, Jiahuan Li, Rongxiang Weng, Jingang Wang, Xunliang Cai, Xiting Wang |
| 2026 | ACL | Understanding Conflicts in Multi-Objective Alignment through Reward Consistency. | Zhihao Xu, Yongqi Tong, Xin Zhang, Jun Zhou, Xiting Wang |
| 2026 | ACL | PAM: Enhancing General Alignment of Large Reasoning Models through Priority-Aware Metacognition. | Zhihao Xu, Fuzhen Yang, Liang Lin, Xiting Wang |
| 2025 | ACL | Internal Value Alignment in Large Language Models through Controlled Value Vector Activation. | Haoran Jin, Meng Li, Xiting Wang, Zhihao Xu, Minlie Huang, Yantao Jia, Defu Lian |
| 2025 | CVPR | MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving. | Zhiyuan Zhang, Xiaofan Li, Zhihao Xu, Wenjie Peng, Zijian Zhou, Miaojing Shi, Shuangping Huang |
| 2025 | ICCV | U-ViLAR: Uncertainty-Aware Visual Localization for Autonomous Driving via Differentiable Association and Registration. | Xiaofan Li, Zhihao Xu, Chenming Wu, Zhao Yang, Yumeng Zhang, Jiang-Jiang Liu, Haibao Yu, Xiaoqing Ye, Yuan Wang, Shirui Li, Xun Sun, Ji Wan, Jun Wang |
| 2025 | ICDCS | Distributed DNN-based Video Analytics with Adaptive Multi-Device Collaboration. | Zhihao Xu, Maozhe Zhao, Qinya Li, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2025 | IJCNN | CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation. | Wenbo Xiao, Zhihao Xu, Guiping Liang, Yangjun Deng, Yi Xiao |
| 2025 | QCE | Quantum Simulators and Applications on Quantum Framework. | Srikar Chundury, Zhihao Xu, Amir Shehata, Seongmin Kim, Frank Mueller, In-Saeng Suh |
| 2024 | AAAI | An Optimal Transport View for Subspace Clustering and Spectral Clustering. | Yuguang Yan, Zhihao Xu, Canlin Yang, Jie Zhang, Ruichu Cai, Michael Kwok-Po Ng |
| 2024 | ECCV | KMTalk: Speech-Driven 3D Facial Animation with Key Motion Embedding. | Zhihao Xu, Shengjie Gong, Jiapeng Tang, Lingyu Liang, Yining Huang, Haojie Li, Shuangping Huang |
| 2024 | EMNLP | Evaluating Readability and Faithfulness of Concept-based Explanations. | Meng Li, Haoran Jin, Ruixuan Huang, Zhihao Xu, Defu Lian, Zijia Lin, Di Zhang, Xiting Wang |
| 2024 | IJCNN | MT-CNN: A Lightweight Spatial-Temporal Convolutional Neural Network for Deep Learning of Complex Trajectory Distributions based on Area Partitioning. | Rongkun Ye, Zhiqiang Lv, Zhihao Xu, Jianbo Li |
| 2023 | APWEB | Efficient Log Anomaly Detection Based on Dimension Reduction and Attention Aware TCN. | Zhihao Xu, Yuliang Shi, Zhiyuan Su, Li Song, Jianjun Zhang, Xinjun Wang, Hui Li |
| 2022 | ICDE | Fluid: Dataset Abstraction and Elastic Acceleration for Cloud-native Deep Learning Training Jobs. | Rong Gu, Kai Zhang, Zhihao Xu, Yang Che, Bin Fan, Haojun Hou, Haipeng Dai, Li Yi, Yu Ding, Guihai Chen, Yihua Huang |
| 2022 | IROS | A Framework of Rehabilitation-assisted Robot Skill Representation, Learning, and Modulation via Manifold-Mappings and Gaussian Processes. | Hongmin Wu, Zhihao Xu, Wu Yan, Yangmin Ou, Zhaoyang Liao, Xuefeng Zhou |