دنبال کردن
Daniel Kang
Daniel Kang
UIUC
ایمیل تأیید شده در illinois.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
NoScope: Optimizing Neural Network Queries over Video at Scale‏
D Kang, J Emmons, F Abuzaid, P Bailis, M Zaharia‏
Proceedings of the VLDB Endowment 10 (11), 1586-1597, 2017‏
555*2017
DAWNBench: An End-to-End Deep Learning Benchmark and Competition‏
C Coleman, D Narayanan, D Kang, T Zhao, J Zhang, L Nardi, P Bailis, ...‏
NIPS ML Systems Workshop, 2017‏
4002017
MLPerf Training Benchmark‏
P Mattson, C Cheng, C Coleman, G Diamos, P Micikevicius, D Patterson, ...‏
arXiv preprint arXiv:1910.01500, 2019‏
3602019
Exploiting programmatic behavior of llms: Dual-use through standard security attacks‏
D Kang, X Li, I Stoica, C Guestrin, M Zaharia, T Hashimoto‏
2024 IEEE Security and Privacy Workshops (SPW), 132-143, 2024‏
2412024
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-based Video Analytics‏
D Kang, P Bailis, M Zaharia‏
PVLDB 13 (4), 2019‏
235*2019
Testing Robustness Against Unforeseen Adversaries‏
D Kang, Y Sun, D Hendrycks, T Brown, J Steinhardt‏
arXiv preprint arXiv:1908.08016, 2019‏
192*2019
Q-diffusion: Quantizing diffusion models‏
X Li, Y Liu, L Lian, H Yang, Z Dong, D Kang, S Zhang, K Keutzer‏
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023‏
1622023
Analysis of dawnbench, a time-to-accuracy machine learning performance benchmark‏
C Coleman, D Kang, D Narayanan, L Nardi, T Zhao, J Zhang, P Bailis, ...‏
ACM SIGOPS Operating Systems Review 53 (1), 14-25, 2019‏
1482019
Network Offloading Policies for Cloud Robotics: a Learning-based Approach‏
S Chinchali, A Sharma, J Harrison, A Elhafsi, D Kang, E Pergament, ...‏
arXiv preprint arXiv:1902.05703, 2019‏
1412019
Model Assertions for Monitoring and Improving ML Models‏
D Kang, D Raghavan, P Bailis, M Zaharia‏
MLSys, 2020‏
122*2020
Improved Natural Language Generation via Loss Truncation‏
D Kang, T Hashimoto‏
ACL, 2020‏
1082020
Identifying and mitigating the security risks of generative ai‏
C Barrett, B Boyd, E Bursztein, N Carlini, B Chen, J Choi, AR Chowdhury, ...‏
Foundations and Trends® in Privacy and Security 6 (1), 1-52, 2023‏
912023
Removing RLHF Protections in GPT-4 via Fine-Tuning‏
Q Zhan, R Fang, R Bindu, A Gupta, T Hashimoto, D Kang‏
arXiv preprint arXiv:2311.05553, 2023‏
882023
LIT: Learned Intermediate Representation Training for Model Compression‏
A Koratana, D Kang, P Bailis, M Zaharia‏
International Conference on Machine Learning, 3509-3518, 2019‏
86*2019
LLM Agents can Autonomously Exploit One-day Vulnerabilities‏
R Fang, R Bindu, A Gupta, D Kang‏
arXiv preprint arXiv:2404.08144, 2024‏
582024
GERV: a statistical method for generative evaluation of regulatory variants for transcription factor binding‏
H Zeng, T Hashimoto, DD Kang, DK Gifford‏
Bioinformatics 32 (4), 490-496, 2016‏
522016
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics‏
D Kang, A Mathur, T Veeramacheneni, P Bailis, M Zaharia‏
arXiv preprint arXiv:2007.13005, 2020‏
512020
LLM Agents can Autonomously Hack Websites‏
R Fang, R Bindu, A Gupta, Q Zhan, D Kang‏
arXiv preprint arXiv:2402.06664, 2024‏
492024
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents‏
Q Zhan, Z Liang, Z Ying, D Kang‏
arXiv preprint arXiv:2403.02691, 2024‏
462024
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data‏
D Kang, J Guibas, PD Bailis, T Hashimoto, M Zaharia‏
Proceedings of the 2022 International Conference on Management of Data, 1934 …, 2022‏
44*2022
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20