| 2026 | AAAI | Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture. | Tianhao Fu, Xinxin Xu, Weichen Xu, Jue Chen, Ruilong Ren, Bowen Deng, Xinyu Zhao, Jian Cao, Xixin Cao |
| 2025 | EMNLP | MAIN: Mutual Alignment Is Necessary for instruction tuning. | Fanyi Yang, Jianfeng Liu, Xin Zhang, Haoyu Liu, Xixin Cao, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang |
| 2025 | ICANN | Epilepsy Prediction Based onIntra- and Inter-channel Feature Mixing. | Guang Chen, Ziheng Sui, Meng Xu, Chenglou Zou, Jianhui Liu, Jian Cao, Xixin Cao, Yuan Wang, Xing Zhang |
| 2025 | ICANN | Text-Image Encoder-Based Contrastive Regression for AI-Generated Image Quality Assessment. | Jiquan Yuan, Xinyan Cao, Linjing Cao, Jinming Che, Qinyuan Wang, Wei Ren, Jinlong Lin, Xixin Cao |
| 2025 | ICCV | PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated Images. | Jiquan Yuan, Jihe Li, Fanyi Yang, Xinyan Cao, Jinming Che, Jinlong Lin, Xixin Cao |
| 2024 | ICASSP | J-MAE: Jigsaw Meets Masked Autoencoders in X-Ray Security Inspection. | Weichen Xu, Jian Cao, Tianhao Fu, Awen Bai, Ruilong Ren, Zicong Hu, Xixin Cao, Xing Zhang |
| 2024 | ICASSP | SweepMM: A High-Quality Multimodal Dataset for Sweeping Robots in Home Scenarios for Vision-Language Model. | Weichen Xu, Xinxin Xu, Tianhao Fu, Jian Cao, Xiaoyang Xu, Yuetian Huang, Xixin Cao, Xing Zhang |
| 2024 | KSEM | Logit Adjustment with Normalization and Augmentation in Few-Shot Named Entity Recognition. | Jinglei Zhang, Guochang Wen, NingLin Liao, Dongdong Du, Qing Gao, Minghui Zhang, Xixin Cao |
| 2024 | PAKDD | MixCL: Mixed Contrastive Learning for Relation Extraction. | Jinglei Zhang, Bo Li, Xixin Cao, Minghui Zhang, Wen Zhao |
| 2020 | ICASSP | Multi-Task Learning Via SA-FPN and EJ-Head. | Feng Ni, Zhipeng Luo, Xixin Cao, Zhenyu Xu, Yuehan Yao |
| 2020 | IJCNN | A 3D Convolutional Neural Network for Emotion Recognition based on EEG Signals. | Yuxuan Zhao, Jin Yang, Jinlong Lin, Dunshan Yu, Xixin Cao |
| 2020 | MMM | Effective Barcode Hunter via Semantic Segmentation in the Wild. | Feng Ni, Xixin Cao |
| 2006 | MMSP | An Efficient VLSI Implementation of Distributed Architecture for DWT. | Xixin Cao, Qingqing Xie, Chungan Peng, Qingchun Wang, Dunshan Yu |