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Yu-Neng Chuang
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Year
The Science of Detecting LLM-Generated Texts
R Tang, YN Chuang, X Hu
Communications of the ACM 67 (4), 50-59, 2024
1902024
SPeC: A soft prompt-based calibration on performance variability of large language model in clinical notes summarization
YN Chuang, R Tang, X Jiang, X Hu
Journal of Biomedical Informatics, 104606, 2024
37*2024
Efficient xai techniques: A taxonomic survey
YN Chuang, G Wang, F Yang, Z Liu, CY Chang, X Cai, M Du, X Hu
arXiv preprint arXiv:2302.03225, 2023
37*2023
Accelerating shapley explanation via contributive cooperator selection
G Wang, YN Chuang, M Du, F Yang, Q Zhou, P Tripathi, X Cai, X Hu
International Conference on Machine Learning, 22576-22590, 2022
22*2022
CoRTX: Contrastive framework for real-time explanation
YN Chuang, G Wang, F Yang, Q Zhou, P Tripathi, X Cai, X Hu
International Conference on Learning Representations, 2023
212023
TPR: Text-aware preference ranking for recommender systems
YN Chuang, CM Chen, CJ Wang, MF Tsai, Y Fang, EP Lim
Proceedings of the 29th ACM International Conference on Information …, 2020
142020
Learning to compress prompt in natural language formats
YN Chuang, T Xing, CY Chang, Z Liu, X Chen, X Hu
Conference of the North American Chapter of the Association for …, 2024
122024
Fair-RGNN: Mitigating Relational Bias on Knowledge Graphs
YN Chuang, KH Lai, R Tang, M Du, CY Chang, N Zou, X Hu
ACM Transactions on Knowledge Discovery from Data, 2024
8*2024
DiscoverPath: A knowledge refinement and retrieval system for interdisciplinarity on biomedical research
YN Chuang, G Wang, CY Chang, KH Lai, D Zha, R Tang, F Yang, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
72023
Skewness ranking optimization for personalized recommendation
CJ Wang, YN Chuang, CM Chen, MF Tsai
Conference on Uncertainty in Artificial Intelligence, 400-409, 2020
62020
LoRA-as-an-Attack! Piercing LLM Safety Under The Share-and-Play Scenario
H Liu, Z Liu, R Tang, J Yuan, S Zhong, YN Chuang, L Li, R Chen, X Hu
arXiv preprint arXiv:2403.00108, 2024
52024
DISPEL: Domain Generalization via Domain-Specific Liberating
CY Chang, YN Chuang, G Wang, M Du, N Zou
arXiv preprint arXiv:2307.07181, 2023
52023
Towards assumption-free bias mitigation
CY Chang, YN Chuang, KH Lai, X Han, X Hu, N Zou
arXiv preprint arXiv:2307.04105, 2023
52023
Assessing and enhancing large language models in rare disease question-answering
G Wang, J Ran, R Tang, CY Chang, YN Chuang, Z Liu, V Braverman, ...
arXiv preprint arXiv:2408.08422, 2024
42024
Kv cache compression, but what must we give in return? a comprehensive benchmark of long context capable approaches
J Yuan, H Liu, S Zhong, YN Chuang, S Li, G Wang, D Le, H Jin, ...
arXiv preprint arXiv:2407.01527, 2024
42024
Coda: Temporal domain generalization via concept drift simulator
CY Chang, YN Chuang, Z Jiang, KH Lai, A Jiang, N Zou
arXiv preprint arXiv:2310.01508, 2023
42023
Negative-Aware Collaborative Filtering.
SC Lin, YN Chuang, SF Yang, MF Tsai, CJ Wang
RecSys (Late-Breaking Results), 41-45, 2019
42019
DHP Benchmark: Are LLMs Good NLG Evaluators?
Y Wang, J Yuan, YN Chuang, Z Wang, Y Liu, M Cusick, P Kulkarni, Z Ji, ...
arXiv preprint arXiv:2408.13704, 2024
32024
Large language models as faithful explainers
YN Chuang, G Wang, CY Chang, R Tang, F Yang, M Du, X Cai, X Hu
arXiv preprint arXiv:2402.04678, 2024
32024
Variational grid setting network
YN Chuang, ZY Huang, YL Tsai
2017 International Conference on Asian Language Processing (IALP), 222-226, 2017
32017
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