| Towards efficient data valuation based on the shapley value R Jia, D Dao, B Wang, FA Hubis, N Hynes, NM Gürel, B Li, C Zhang, ... The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 505 | 2019 |
| DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. B Wang, W Chen, H Pei, C Xie, M Kang, C Zhang, C Xu, Z Xiong, R Dutta, ... NeurIPS, 2023 | 364 | 2023 |
| Efficient task-specific data valuation for nearest neighbor algorithms R Jia, D Dao, B Wang, FA Hubis, NM Gurel, B Li, C Zhang, CJ Spanos, ... arXiv preprint arXiv:1908.08619, 2019 | 247 | 2019 |
| Adversarial glue: A multi-task benchmark for robustness evaluation of language models B Wang, C Xu, S Wang, Z Gan, Y Cheng, J Gao, AH Awadallah, B Li arXiv preprint arXiv:2111.02840, 2021 | 209 | 2021 |
| Reinforcement-learning based portfolio management with augmented asset movement prediction states Y Ye, H Pei, B Wang, PY Chen, Y Zhu, J Xiao, B Li Proceedings of the AAAI conference on artificial intelligence 34 (01), 1112-1119, 2020 | 182 | 2020 |
| Infobert: Improving robustness of language models from an information theoretic perspective B Wang, S Wang, Y Cheng, Z Gan, R Jia, B Li, J Liu arXiv preprint arXiv:2010.02329, 2020 | 135 | 2020 |
| G-pate: Scalable differentially private data generator via private aggregation of teacher discriminators Y Long, B Wang, Z Yang, B Kailkhura, A Zhang, C Gunter, B Li Advances in Neural Information Processing Systems 34, 2965-2977, 2021 | 111* | 2021 |
| T3: Tree-autoencoder constrained adversarial text generation for targeted attack B Wang, H Pei, B Pan, Q Chen, S Wang, B Li arXiv preprint arXiv:1912.10375, 2019 | 96 | 2019 |
| Exploring the limits of domain-adaptive training for detoxifying large-scale language models B Wang, W Ping, C Xiao, P Xu, M Patwary, M Shoeybi, B Li, ... Advances in Neural Information Processing Systems 35, 35811-35824, 2022 | 64 | 2022 |
| SemAttack: Natural textual attacks via different semantic spaces B Wang, C Xu, X Liu, Y Cheng, B Li arXiv preprint arXiv:2205.01287, 2022 | 61* | 2022 |
| Shall we pretrain autoregressive language models with retrieval? a comprehensive study B Wang, W Ping, P Xu, L McAfee, Z Liu, M Shoeybi, Y Dong, O Kuchaiev, ... arXiv preprint arXiv:2304.06762, 2023 | 57 | 2023 |
| Datalens: Scalable privacy preserving training via gradient compression and aggregation B Wang, F Wu, Y Long, L Rimanic, C Zhang, B Li Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021 | 54 | 2021 |
| Can Public Large Language Models Help Private Cross-device Federated Learning? B Wang, YJ Zhang, Y Cao, B Li, HB McMahan, S Oh, Z Xu, M Zaheer arXiv preprint arXiv:2305.12132, 2023 | 36 | 2023 |
| Instructretro: Instruction tuning post retrieval-augmented pretraining B Wang, W Ping, L McAfee, P Xu, B Li, M Shoeybi, B Catanzaro arXiv preprint arXiv:2310.07713, 2023 | 35 | 2023 |
| Certifying out-of-domain generalization for blackbox functions MG Weber, L Li, B Wang, Z Zhao, B Li, C Zhang International Conference on Machine Learning, 23527-23548, 2022 | 21 | 2022 |
| Uncovering the connections between adversarial transferability and knowledge transferability K Liang, JY Zhang, B Wang, Z Yang, S Koyejo, B Li International Conference on Machine Learning, 6577-6587, 2021 | 19 | 2021 |
| Nvlm: Open frontier-class multimodal llms W Dai, N Lee, B Wang, Z Yang, Z Liu, J Barker, T Rintamaki, M Shoeybi, ... arXiv preprint arXiv:2409.11402, 2024 | 17 | 2024 |
| Improving certified robustness via statistical learning with logical reasoning Z Yang, Z Zhao, B Wang, J Zhang, L Li, H Pei, B Karlaš, J Liu, H Guo, ... Advances in Neural Information Processing Systems 35, 34859-34873, 2022 | 13 | 2022 |
| Identifying and mitigating vulnerabilities in llm-integrated applications F Jiang University of Washington, 2024 | 12 | 2024 |
| Focus: Fairness via agent-awareness for federated learning on heterogeneous data W Chu, C Xie, B Wang, L Li, L Yin, A Nourian, H Zhao, B Li arXiv preprint arXiv:2207.10265, 2022 | 12 | 2022 |
Bo LiUniversity of Illinois at Urbana–ChampaignVerified email at illinois.edu
