Fog-empowered anomaly detection in IoT using hyperellipsoidal clustering L Lyu, J Jin, S Rajasegarar, X He, M Palaniswami IEEE Internet of Things Journal 4 (5), 1174-1184, 2017 | 127 | 2017 |
Privacy-preserving collaborative deep learning with application to human activity recognition L Lyu, X He, YW Law, M Palaniswami Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 79 | 2017 |
Model extraction and adversarial transferability, your BERT is vulnerable! X He, L Lyu, Q Xu, L Sun arXiv preprint arXiv:2103.10013, 2021 | 77 | 2021 |
Protecting intellectual property of language generation apis with lexical watermark X He, Q Xu, L Lyu, F Wu, C Wang Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 10758 …, 2022 | 68 | 2022 |
Differentially private representation for nlp: Formal guarantee and an empirical study on privacy and fairness L Lyu, X He, Y Li arXiv preprint arXiv:2010.01285, 2020 | 67 | 2020 |
Generate, annotate, and learn: Nlp with synthetic text X He, I Nassar, J Kiros, G Haffari, M Norouzi Transactions of the Association for Computational Linguistics 10, 826-842, 2022 | 59* | 2022 |
Fog-embedded deep learning for the Internet of Things L Lyu, JC Bezdek, X He, J Jin IEEE Transactions on Industrial Informatics 15 (7), 4206-4215, 2019 | 59 | 2019 |
Word representation models for morphologically rich languages in neural machine translation E Vylomova, T Cohn, X He, G Haffari arXiv preprint arXiv:1606.04217, 2016 | 59 | 2016 |
Sequence to sequence mixture model for diverse machine translation X He, G Haffari, M Norouzi arXiv preprint arXiv:1810.07391, 2018 | 55 | 2018 |
Cater: Intellectual property protection on text generation apis via conditional watermarks X He, Q Xu, Y Zeng, L Lyu, F Wu, J Li, R Jia Advances in Neural Information Processing Systems 35, 5431-5445, 2022 | 51 | 2022 |
Towards differentially private text representations L Lyu, Y Li, X He, T Xiao Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 41 | 2020 |
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation X He, G Haffari, M Norouzi | 39 | 2020 |
Use of llms for illicit purposes: Threats, prevention measures, and vulnerabilities M Mozes, X He, B Kleinberg, LD Griffin arXiv preprint arXiv:2308.12833, 2023 | 31 | 2023 |
Student surpasses teacher: Imitation attack for black-box NLP APIs Q Xu, X He, L Lyu, L Qu, G Haffari arXiv preprint arXiv:2108.13873, 2021 | 26* | 2021 |
Privacy-preserving collaborative fuzzy clustering L Lyu, JC Bezdek, YW Law, X He, M Palaniswami Data & Knowledge Engineering 116, 21-41, 2018 | 25 | 2018 |
G3detector: General gpt-generated text detector H Zhan, X He, Q Xu, Y Wu, P Stenetorp arXiv preprint arXiv:2305.12680, 2023 | 15 | 2023 |
Killing two birds with one stone: Stealing model and inferring attribute from BERT-based APIs L Lyu, X He, F Wu, L Sun arXiv e-prints, arXiv: 2105.10909, 2021 | 11* | 2021 |
StarCoder 2 and The Stack v2: The Next Generation A Lozhkov, R Li, LB Allal, F Cassano, J Lamy-Poirier, N Tazi, A Tang, ... arXiv preprint arXiv:2402.19173, 2024 | 9 | 2024 |
Magic pyramid: Accelerating inference with early exiting and token pruning X He, I Keivanloo, Y Xu, X He, B Zeng, S Rajagopalan, T Chilimbi arXiv preprint arXiv:2111.00230, 2021 | 9 | 2021 |
Scene graph modification based on natural language commands X He, QH Tran, G Haffari, W Chang, T Bui, Z Lin, F Dernoncourt, N Dam arXiv preprint arXiv:2010.02591, 2020 | 9 | 2020 |