| 2026 | ACL | PerfCoder: Large Language Models for Interpretable Code Performance Optimization. | Jiuding Yang, Shengyao Lu, Hongxuan Liu, Shayan Shirahmad Gale Bagi, Zahra Fazel, Tomasz Czajkowski, Di Niu |
| 2025 | CIKM | Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants. | Jiuding Yang, Hui Liu, Weidong Guo, Yu Xu, Di Niu |
| 2025 | COLING | TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution. | Jiuding Yang, Shengyao Lu, Weidong Guo, Xiangyang Li, Kaitong Yang, Yu Xu, Di Niu |
| 2024 | ACL | Instruction Fusion: Advancing Prompt Evolution through Hybridization. | Weidong Guo, Jiuding Yang, Kaitong Yang, Xiangyang Li, Zhuwei Rao, Yu Xu, Di Niu |
| 2023 | ACL | Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition. | Jiuding Yang, Jinwen Luo, Weidong Guo, Di Niu, Yu Xu |
| 2023 | ACL | ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis. | Jiuding Yang, Yakun Yu, Di Niu, Weidong Guo, Yu Xu |
| 2023 | CIKM | Mulco: Recognizing Chinese Nested Named Entities through Multiple Scopes. | Jiuding Yang, Jinwen Luo, Weidong Guo, Jerry Chen, Di Niu, Yu Xu |
| 2023 | CIKM | iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models. | Yakun Yu, Shiang Qi, Jiuding Yang, Liyao Jiang, Di Niu |
| 2023 | PAKDD | TCR: Short Video Title Generation and Cover Selection with Attention Refinement. | Yakun Yu, Jiuding Yang, Weidong Guo, Hui Liu, Yu Xu, Di Niu |
| 2022 | EMNLP | MatRank: Text Re-ranking by Latent Preference Matrix. | Jinwen Luo, Jiuding Yang, Weidong Guo, Chenglin Li, Di Niu, Yu Xu |
| 2022 | KDD | TAG: Toward Accurate Social Media Content Tagging with a Concept Graph. | Jiuding Yang, Weidong Guo, Bang Liu, Yakun Yu, Chaoyue Wang, Jinwen Luo, Linglong Kong, Di Niu, Zhen Wen |