| 2026 | AAAI | PromptEmo: Learning Emotion with Bilateral Textual Prompts in Multi-Domain Open-set Scenarios. | Xinyi Zeng, Yuxiang Yang, Pinxian Zeng, Wenxia Yin, Bo Liu, Xi Wu, Yan Wang |
| 2026 | AAAI | Rethinking the Reliability of Multi-agent System: A Perspective from Byzantine Fault Tolerance. | Lifan Zheng, Jiawei Chen, Qinghong Yin, Jingyuan Zhang, Xinyi Zeng, Yu Tian |
| 2026 | ACL | DiffER: Diffusion Entity-Relation Modeling for Reversal Curse in Diffusion Large Language Models. | Shaokai He, Kaiwen Wei, Xinyi Zeng, Xiang Chen, Xue Yang, Zhenyang Li, Jiang Zhong, Yu Tian |
| 2026 | ACL | Me-Agent: A Personalized Mobile Agent with Two-Level User Habit Learning for Enhanced Interaction. | Shuoxin Wang, Chang Liu, Gowen Loo, Lifan Zheng, Kaiwen Wei, Huanqian Yan, Xinyi Zeng, Jingyuan Zhang, Yu Tian |
| 2026 | ACL | SafeSteer: A Decoding-level Defense Mechanism for Multimodal Large Language Models. | Xinyi Zeng, Xue Yang, Jingyuan Zhang, Huanqian Yan, Xiang Chen, Kaiwen Wei, Hankun Kang, Yu Tian |
| 2026 | ACL | DPN-LE: Dual Personality Neuron Localization and Editing for Large Language Models. | Lifan Zheng, Xue Yang, Jiawei Chen, Chenyan Wu, Jingyuan Zhang, Fanheng Kong, Xinyi Zeng, Xiang Chen, Yu Tian |
| 2025 | ACL | Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level. | Xinyi Zeng, Yuying Shang, Jiawei Chen, Jingyuan Zhang, Yu Tian |
| 2025 | CSCWD | Skin Disease Classification with LVLMs: An Empirical Study. | Xinyi Zeng, Zimu Wang, Haiyang Zhang, Yiming Luo, Wei Wang |
| 2025 | MICCAI | MAK-GAN: Multi-level Adaptive Convolutional Kernels for Asymmetric Multi-modal PET Reconstruction. | Xinyi Zeng, Pinxian Zeng, Yan Wang, Jiaqi Cui, Luping Zhou, Caiwen Jiang, Han Zhang, Dinggang Shen |
| 2024 | MICCAI | MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction. | Jiaqi Cui, Xinyi Zeng, Pinxian Zeng, Bo Liu, Xi Wu, Jiliu Zhou, Yan Wang |
| 2024 | MICCAI | Common Vision-Language Attention for Text-Guided Medical Image Segmentation of Pneumonia. | Yunpeng Guo, Xinyi Zeng, Pinxian Zeng, Yuchen Fei, Lu Wen, Jiliu Zhou, Yan Wang |
| 2024 | MICCAI | Textmatch: Using Text Prompts to Improve Semi-supervised Medical Image Segmentation. | Aibing Li, Xinyi Zeng, Pinxian Zeng, Sixian Ding, Peng Wang, Chengdi Wang, Yan Wang |
| 2024 | MICCAI | ABP: Asymmetric Bilateral Prompting for Text-Guided Medical Image Segmentation. | Xinyi Zeng, Pinxian Zeng, Jiaqi Cui, Aibing Li, Bo Liu, Chengdi Wang, Yan Wang |
| 2023 | MICCAI | TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms. | Jiaqi Cui, Pinxian Zeng, Xinyi Zeng, Peng Wang, Xi Wu, Jiliu Zhou, Yan Wang, Dinggang Shen |
| 2023 | MICCAI | DBTrans: A Dual-Branch Vision Transformer for Multi-Modal Brain Tumor Segmentation. | Xinyi Zeng, Pinxian Zeng, Cheng Tang, Peng Wang, Binyu Yan, Yan Wang |
| 2022 | MICCAI | 3D CVT-GAN: A 3D Convolutional Vision Transformer-GAN for PET Reconstruction. | Pinxian Zeng, Luping Zhou, Chen Zu, Xinyi Zeng, Zhengyang Jiao, Xi Wu, Jiliu Zhou, Dinggang Shen, Yan Wang |
| 2019 | UIC | Storage-Repair Tradeoff for Hierarchical Distributed Storage Systems. | Quan Yu, Xinyi Zeng, Yangzhe Liao, Qingsong Ai |