| 2026 | ACL | Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations. | Haitong Luo, Fali Wang, Weiyao Zhang, Xianren Zhang, Zhiwei Zhang, Tianxiang Zhao, Minhua Lin, Jiahao Zhang, Hui Liu, Xianfeng Tang, Qi He, Suhang Wang, Xuying Meng, Yujun Zhang |
| 2026 | EACL | Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models. | Zongyu Wu, Minhua Lin, Zhiwei Zhang, Fali Wang, Xianren Zhang, Xiang Zhang, Suhang Wang |
| 2025 | ICLR | Catastrophic Failure of LLM Unlearning via Quantization. | Zhiwei Zhang, Fali Wang, Xiaomin Li, Zongyu Wu, Xianfeng Tang, Hui Liu, Qi He, Wenpeng Yin, Suhang Wang |
| 2025 | KDD | The 2nd Workshop on Large Language Models for E-Commerce. | Haoyu Han, Fali Wang, Chen Luo, Hui Liu, Jing Huang, Zhen Li, Zhenwei Dai, Qi He, Yiwei Sun, Dawei Yin, Suhang Wang, Jiliang Tang, Jian Pei, Xianfeng Tang |
| 2025 | KDD | A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness. | Fali Wang, Minhua Lin, Yao Ma, Hui Liu, Qi He, Xianfeng Tang, Jiliang Tang, Jian Pei, Suhang Wang |
| 2024 | CIKM | HC-GST: Heterophily-aware Distribution Consistency based Graph Self-training. | Fali Wang, Tianxiang Zhao, Junjie Xu, Suhang Wang |
| 2024 | EMNLP | InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration. | Fali Wang, Runxue Bao, Suhang Wang, Wenchao Yu, Yanchi Liu, Wei Cheng, Haifeng Chen |
| 2024 | VLDB | InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration. | Fali Wang, Runxue Bao, Suhang Wang, Wenchao Yu, Yanchi Liu, Wei Cheng, Haifeng Chen |
| 2024 | WSDM | Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels. | Fali Wang, Tianxiang Zhao, Suhang Wang |
| 2023 | ACL | Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models. | Zhengxiao Liu, Bowen Shen, Zheng Lin, Fali Wang, Weiping Wang |
| 2022 | ICPR | BEFSR: A Multiple Attention-Based Model Considering Bidirectional Entity Information Flows and Few-Shot Relations. | Xiaobo Guo, Neng Gao, Fali Wang, Nan Mu, Lei Wang, Yao Dong |
| 2021 | DASFAA | MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions. | Fali Wang, Zheng Lin, Zhengxiao Liu, Mingyu Zheng, Lei Wang, Daren Zha |
| 2021 | ISPA | ConvMB: Improving Convolution-Based Knowledge Graph Embeddings by Adopting Multi-Branch 3D Convolution Filters. | Xiaobo Guo, Fali Wang, Neng Gao, Zeyi Liu, Kai Liu |
| 2020 | ISPA | DE-CO: A Two-Step Spelling Correction Model for Combating Adversarial Typos. | Zhengxiao Liu, Fali Wang, Zheng Lin, Lei Wang, Zhiyi Yin |
| 2020 | ISPA | NarGNN: Narrative Graph Neural Networks for New Script Event Prediction Problem. | Shuang Yang, Fali Wang, Daren Zha, Cong Xue, Zhihao Tang |