Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction. - Jiaqi Li 031; Chuanyi Zhang; Miaozeng Du; Dehai Min; Yongrui Chen 002; Guilin Qi (EMNLP, 2023)

Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning. - Jiaqi Li 031; Guilin Qi; Chuanyi Zhang; Yongrui Chen 002; Yiming Tan; Chenlong Xia; Ye Tian (ACM Multimedia, 2023)

MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing. - Jiaqi Li 031; Miaozeng Du; Chuanyi Zhang; Yongrui Chen 002; Nan Hu 004; Guilin Qi; Haiyun Jiang; Siyuan Cheng 008; Bozhong Tian (ACL (Findings), 2024)

Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study. - Keyu Wang; Guilin Qi; Jiaqi Li 031; Songlin Zhai (EMNLP (Findings), 2024)

Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models. - Jiaqi Li 031; Qianshan Wei; Chuanyi Zhang; Guilin Qi; Miaozeng Du; Yongrui Chen 002; Sheng Bi; Fan Liu (NeurIPS, 2024)

Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models. - Jiaqi Li 031; Qianshan Wei; Chuanyi Zhang; Guilin Qi; Miaozeng Du; Yongrui Chen 002; Sheng Bi (CoRR, 2024)

Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning. - Jiaqi Li 031; Yanming Li; Xiaoli Shen; Chuanyi Zhang; Guilin Qi; Sheng Bi (ACL (1), 2025)

Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models. - Jiaqi Li 031; Chuanyi Zhang; Miaozeng Du; Hui Zhang; Yongrui Chen 002; Qianshan Wei; Junfeng Fang; Ruipeng Wang; Sheng Bi; Guilin Qi (ACL (Findings), 2025)

ACE: Concept Editing in Diffusion Models without Performance Degradation. - Ruipeng Wang; Junfeng Fang; Jiaqi Li 031; Hao Chen; Jie Shi; Kun Wang 056; Xiang Wang 010 (CoRR, 2025)

After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in RAG. - Xinbang Dai; Huikang Hu; Yuncheng Hua; Jiaqi Li 031; Yongrui Chen 002; Rihui Jin; Nan Hu 004; Guilin Qi (CoRR, 2025)

Dual-Priv Pruning : Efficient Differential Private Fine-Tuning in Multimodal Large Language Models. - Qianshan Wei; Jiaqi Li 031; Zihan You; Yi Zhan; Kecen Li; Jialin Wu; Xinfeng Li Hengjun Liu; Yi Yu; Bin Cao; Yiwen Xu; Yang Liu; Guilin Qi (CoRR, 2025)

Pandora: Leveraging Code-driven Knowledge Transfer for Unified Structured Knowledge Reasoning. - Yongrui Chen 002; Junhao He; Linbo Fu; Shenyu Zhang 002; Rihui Jin; Xinbang Dai; Jiaqi Li 031; Dehai Min; Nan Hu 004; Yuxin Zhang; Guilin Qi; Yi Huang 017; et al. (CoRR, 2025)

ELAIPBench: A Benchmark for Expert-Level Artificial Intelligence Paper Understanding. - Xinbang Dai; Huikang Hu; Yongrui Chen 002; Jiaqi Li 031; Rihui Jin; Yuyang Zhang; Xiaoguang Li; Lifeng Shang; Guilin Qi (CoRR, 2025)