| 2026 | AAAI | Spatial-Frequency Spiking Neural Network for Underwater Object Detection. | Long Chen, Wei Miao, Xin Gao, Yunzhi Zhuge, Hongming Xu, Yaxin Li, Qi Xu |
| 2026 | AAAI | Distillation-Guided Structural Transfer for Continual Learning Beyond Sparse Distributed Memory. | Huiyan Xue, Xuming Ran, Yaxin Li, Qi Xu, Enhui Li, Yi Xu, Qiang Zhang |
| 2025 | COLING | Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention. | Daoqi Chen, Yaxin Li, Zizhong Zhu, Xiaowang Zhang, Zhiyong Feng |
| 2025 | EMNLP | Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning. | Kepu Zhang, Guofu Xie, Weijie Yu, Mingyue Xu, Xu Tang, Yaxin Li, Jun Xu |
| 2024 | ACL | Exploring Memorization in Fine-tuned Language Models. | Shenglai Zeng, Yaxin Li, Jie Ren, Yiding Liu, Han Xu, Pengfei He, Yue Xing, Shuaiqiang Wang, Jiliang Tang, Dawei Yin |
| 2024 | DASFAA | Construction of EMU Fault Knowledge Graph Based on Large Language Model. | Ziwei Han, Hui Wang, Yaxin Li, Fangzhou Xu |
| 2024 | ECCV | Unveiling and Mitigating Memorization in Text-to-Image Diffusion Models Through Cross Attention. | Jie Ren, Yaxin Li, Shenglai Zeng, Han Xu, Lingjuan Lyu, Yue Xing, Jiliang Tang |
| 2024 | ICML | Towards efficient deep spiking neural networks construction with spiking activity based pruning. | Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan |
| 2024 | WACV | Neural Style Protection: Counteracting Unauthorized Neural Style Transfer. | Yaxin Li, Jie Ren, Han Xu, Hui Liu |
| 2024 | SC | A Performance-Portable Kilometer-Scale Global Ocean Model on ORISE and New Sunway Heterogeneous Supercomputers. | Junlin Wei, Xiang Han, Jiangfeng Yu, Jinrong Jiang, Hailong Liu, Pengfei Lin, Maoxue Yu, Kai Xu, Lian Zhao, Pengfei Wang, Weipeng Zheng, Jingwei Xie, Yanzhi Zhou, Tao Zhang, Feng Zhang, Yehong Zhang, Yue Yu, Yuzhu Wang, Yidi Bai, Chen Li, Zipeng Yu, Haoyu Deng, Yaxin Li, Xuebin Chi |
| 2023 | CIKM | A Mix-up Strategy to Enhance Adversarial Training with Imbalanced Data. | Wentao Wang, Harry Shomer, Yuxuan Wan, Yaxin Li, Jiangtao Huang, Hui Liu |
| 2023 | CVPR | Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation. | Qi Xu, Yaxin Li, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan |
| 2023 | EMNLP | Document-level Relationship Extraction by Bidirectional Constraints of Beta Rules. | Yichun Liu, Zizhong Zhu, Xiaowang Zhang, Zhiyong Feng, Daoqi Chen, Yaxin Li |
| 2022 | ICDM | Imbalanced Adversarial Training with Reweighting. | Wentao Wang, Han Xu, Xiaorui Liu, Yaxin Li, Bhavani Thuraisingham, Jiliang Tang |
| 2022 | WSDM | Towards Practical Robustness Evaluation and Robustness Enhancing. | Yaxin Li |
| 2021 | AAAI | DeepRobust: a Platform for Adversarial Attacks and Defenses. | Yaxin Li, Wei Jin, Han Xu, Jiliang Tang |
| 2021 | ICML | Elastic Graph Neural Networks. | Xiaorui Liu, Wei Jin, Yao Ma, Yaxin Li, Hua Liu, Yiqi Wang, Ming Yan, Jiliang Tang |
| 2021 | ICML | To be Robust or to be Fair: Towards Fairness in Adversarial Training. | Han Xu, Xiaorui Liu, Yaxin Li, Anil K. Jain, Jiliang Tang |
| 2021 | KDD | Adversarial Robustness in Deep Learning: From Practices to Theories. | Han Xu, Yaxin Li, Xiaorui Liu, Wentao Wang, Jiliang Tang |
| 2021 | SDM | Yet Meta Learning Can Adapt Fast, it Can Also Break Easily. | Han Xu, Yaxin Li, Xiaorui Liu, Hui Liu, Jiliang Tang |
| 2020 | ICASSP | Graphical Evolutionary Game Theoretic Analysis of Super Users in Information Diffusion. | Yuejiang Li, Yaxin Li, Hong Hu, H. Vicky Zhao, Yan Chen |
| 2020 | KDD | Adversarial Attacks and Defenses: Frontiers, Advances and Practice. | Han Xu, Yaxin Li, Wei Jin, Jiliang Tang |
| 2016 | WISE | A Data Cleaning Method for CiteSeer Dataset. | Yan Wang, Hao Zhang, Yaxin Li, Deyun Wang, YanLin Ma, Tong Zhou, Jianguo Lu |
| 2015 | IROS | Characteristics evaluation of a biomimetic microrobot for a Father-son Underwater Intervention Robotic system. | Chunfeng Yue, Shuxiang Guo, Maoxun Li, Yaxin Li |
| 2015 | WISE | Crawling Ranked Deep Web Data Sources. | Yan Wang, Yaxin Li, Nannan Pi, Jianguo Lu |