| 2026 | ACL | GRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning. | Kaiyuan Tian, Linbo Qiao, Yu Tang, Gongqingjian Jiang, Baihui Liu, Yifu Gao, Xialin Su, Dongsheng Li |
| 2026 | ACL | Emotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support Conversation. | Hongyan Wu, Zhiliang Tian, Zhen Huang, Tengyue Hu, Linbo Qiao, Yifu Gao, Feng Liu, Dongsheng Li |
| 2026 | WWW | Rethinking the Hidden Risk of Reranking: Achieving Risk-aware Reranking with Information Gain for RAG with LLMs. | Zhizhao Liu, Zhihua Wen, Zhiliang Tian, Zhen Huang, Miaorong Zhu, Zimian Wei, Yifu Gao, Liang Ding, Dongsheng Li |
| 2026 | WSDM | KnowFC: Navigating Knowledge Conflicts in Large Language Model-based Fact-Checking. | Yue Zhang, Shicheng Zhou, Xiaopeng Li, Zhiliang Tian, Yifu Gao, Shiyi Zhang, Wenqing Hou, Yuying Liu, Bin Zhou |
| 2025 | ICONIP | Multi-granularity Complex Question Answering Over Temporal Knowledge Graphs. | Jiahui Yang, Yifu Gao, Linbo Qiao, Ruchen Yi, Lang Yuan |
| 2024 | ACL | Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models. | Yifu Gao, Linbo Qiao, Zhigang Kan, Zhihua Wen, Yongquan He, Dongsheng Li |
| 2024 | WWW | LFDe: A Lighter, Faster and More Data-Efficient Pre-training Framework for Event Extraction. | Zhigang Kan, Liwen Peng, Yifu Gao, Ning Liu, Linbo Qiao, Dongsheng Li |
| 2023 | ACL | Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion. | Yifu Gao, Yongquan He, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li |
| 2022 | IJCAI | Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure. | Yifu Gao, Linhui Feng, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li |
| 2021 | CIKM | Multi-view Interaction Learning for Few-Shot Relation Classification. | Yi Han, Linbo Qiao, Jianming Zheng, Zhigang Kan, Linhui Feng, Yifu Gao, Yu Tang, Qi Zhai, Dongsheng Li, Xiangke Liao |
| 2021 | KSEM | Syntactic Enhanced Projection Network for Few-Shot Chinese Event Extraction. | Linhui Feng, Linbo Qiao, Yi Han, Zhigang Kan, Yifu Gao, Dongsheng Li |