@inproceedings{ijcai2025p928, title = {D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning}, author = {Zhang, Jia and Zhang, Chen-Xi and Liu, Yao and Jin, Yi-Xuan and Yang, Xiao-Wen and Zheng, Bo and Liu, Yi and Guo, Lan-Zhe}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {8348--8356}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/928}, url = {https://doi.org/10.24963/ijcai.2025/928}, }