| Narcissus: A practical clean-label backdoor attack with limited information Y Zeng, M Pan, HA Just, L Lyu, M Qiu, R Jia Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023 | 198 | 2023 |
| Label-Only Model Inversion Attacks via Boundary Repulsion M Kahla, S Chen, HA Just, R Jia Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 85 | 2022 |
| Lava: Data valuation without pre-specified learning algorithms HA Just, F Kang, JT Wang, Y Zeng, M Ko, M Jin, R Jia The Eleventh International Conference on Learning Representations, 2023 | 66 | 2023 |
| Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs F Kang, HA Just, Y Sun, H Jahagirdar, Y Zhang, R Du, AK Sahu, R Jia | 14* | |
| Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources F Kang, HA Just, AK Sahu, R Jia Neural Information Processing Systems (NeurIPS 2023), 2023 | 13 | 2023 |
| 2D-Shapley: A Framework for Fragmented Data Valuation L Zhihong, HA Just, X Chang, X Chen, R Jia The Fortieth International Conference on Machine Learning, 2023 | 8* | 2023 |
| ModelPred: A Framework for Predicting Trained Model from Training Data Y Zeng, JT Wang, S Chen, HA Just, R Jin, R Jia 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 432-449, 2023 | 4 | 2023 |
| On perfect bases in finite Abelian groups B Bajnok, C Berson, HA Just Involve, a Journal of Mathematics 15 (3), 525-536, 2022 | 4 | 2022 |
| PrivMon: A Stream-Based System for Real-Time Privacy Attack Detection for Machine Learning Models M Ko, X Yang, Z Ji, HA Just, P Gao, A Kumar, R Jia Proceedings of the 26th International Symposium on Research in Attacks …, 2023 | 3 | 2023 |
| ASR data selection from multiple sources: A practical approach on performance scaling HA Just, IF Chen, F Kang, Y Zhang, AK Sahu, R Jia NeurIPS 2023 Workshop on Efficient Natural Language and Speech Processing …, 2023 | 2 | 2023 |
| Learning to Refit for Convex Learning Problems Y Zeng, T Wang, S Chen, HA Just, R Jin, R Jia arXiv preprint arXiv:2111.12545, 2021 | 2 | 2021 |
| DiPT: Enhancing LLM reasoning through diversified perspective-taking HA Just, M Dabas, L Huang, M Jin, R Jia arXiv preprint arXiv:2409.06241, 2024 | 1 | 2024 |
| Data-Centric Human Preference Optimization with Rationales HA Just, M Jin, A Sahu, H Phan, R Jia arXiv preprint arXiv:2407.14477, 2024 | 1 | 2024 |
| Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs RJ Feiyang Kang, Hoang Anh Just, Yifan Sun, Himanshu Jahagirdar, Yuanzhi ... International Conference on Learning Representations (ICLR 2024), 2024 | | 2024 |
| Data2Model: Predicting Models from Training Data Y Zeng, JT Wang, S Chen, HA Just, R Jin, R Jia arXiv e-prints, arXiv: 2111.12545, 2021 | | 2021 |
| Opponent Hand Estimation in the Game of Gin Rummy PE Francis, HA Just, TW Neller Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 15496 …, 2021 | | 2021 |
| Augment Your Past HA Just | | 2019 |
| 2nd Workshop on Navigating and Addressing Data Problems for Foundation Models (DPFM) R Jia, PW Koh, D Song, J Andrews, HA Just, F Kang, JT Wang ICLR 2025 Workshop Proposals, 0 | | |