| 2025 | ACL | The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. | Huixue Zhou, Hengrui Gu, Zaifu Zhan, Xi Liu, Kaixiong Zhou, Yongkang Xiao, Mingfu Liang, Srinivas Prasad Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen |
| 2025 | DASFAA | Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification. | Ruxue Shi, Hengrui Gu, Xu Shen, Xin Wang |
| 2025 | ICLR | DAMO: Decoding by Accumulating Activations Momentum for Mitigating Hallucinations in Vision-Language Models. | Kaishen Wang, Hengrui Gu, Meijun Gao, Kaixiong Zhou |
| 2025 | IJCAI | Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning. | Ruxue Shi, Hengrui Gu, Hangting Ye, Yiwei Dai, Xu Shen, Xin Wang |
| 2025 | NAACL | Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense. | Yang Ouyang, Hengrui Gu, Shuhang Lin, Wenyue Hua, Jie Peng, Bhavya Kailkhura, Meijun Gao, Tianlong Chen, Kaixiong Zhou |
| 2024 | ACL | PokeMQA: Programmable knowledge editing for Multi-hop Question Answering. | Hengrui Gu, Kaixiong Zhou, Xiaotian Han, Ninghao Liu, Ruobing Wang, Xin Wang |
| 2024 | EMNLP | Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion. | Hengrui Gu, Kaixiong Zhou, Yili Wang, Ruobing Wang, Xin Wang |
| 2024 | EMNLP | Mitigate Extrinsic Social Bias in Pre-trained Language Models via Continuous Prompts Adjustment. | Yiwei Dai, Hengrui Gu, Ying Wang, Xin Wang |
| 2024 | EMNLP | Cross-Lingual Multi-Hop Knowledge Editing. | Aditi Khandelwal, Harman Singh, Hengrui Gu, Tianlong Chen, Kaixiong Zhou |
| 2024 | ICANN | LGCRS: LLM-Guided Representation-Enhancing for Conversational Recommender System. | Ruobing Wang, Xin He, Hengrui Gu, Xin Wang |
| 2023 | ADMA | LAGCL: Towards Stable and Automated Graph Contrastive Learning. | Hengrui Gu, Ying Wang, Xin Wang |