Towards LLM-driven dialogue state tracking Y Feng, Z Lu, B Liu, L Zhan, XM Wu arXiv preprint arXiv:2310.14970, 2023 | 39 | 2023 |
Completing missing prevalence rates for multiple chronic diseases by jointly leveraging both intra-and inter-disease population health data correlations Y Feng, J Wang, Y Wang, S Helal Proceedings of the Web Conference 2021, 183-193, 2021 | 20 | 2021 |
Continuous monitoring of the spatio-temporal patterns of surface water in response to land use and land cover types in a Mediterranean lagoon complex Z Li, Y Feng, N Dessay, E Delaitre, H Gurgel, P Gong Remote Sensing 11 (12), 1425, 2019 | 18 | 2019 |
How Good Are LLMs at Out-of-Distribution Detection? B Liu, L Zhan, Z Lu, Y Feng, L Xue, XM Wu arXiv preprint arXiv:2308.10261, 2023 | 15 | 2023 |
How good are llms at out-of-distribution detection? B Liu, LM Zhan, Z Lu, Y Feng, L Xue, XM Wu Proceedings of the 2024 Joint International Conference on Computational …, 2024 | 11 | 2024 |
Use of spatial autocorrelation and time series Landsat images for long-term monitoring of surface water shrinkage and expansion in Guanting Reservoir, China Z Li, Y Feng, H Gurgel, L Xu, N Dessay, P Gong Remote Sensing Letters 10 (12), 1192-1200, 2019 | 11 | 2019 |
Towards sustainable compressive population health: A GAN-based year-by-year imputation method Y Feng, J Wang, Y Wang, X Chu ACM Transactions on Computing for Healthcare 4 (1), 1-18, 2023 | 8 | 2023 |
Tasl: Continual dialog state tracking via task skill localization and consolidation Y Feng, X Chu, Y Xu, G Shi, B Liu, XM Wu arXiv preprint arXiv:2408.09857, 2024 | 6 | 2024 |
Continual dialogue state tracking via reason-of-select distillation Y Feng, B Liu, X Dong, Z Lu, LM Zhan, A Lam, XM Wu arXiv preprint arXiv:2408.09846, 2024 | 5 | 2024 |
Spatial-attention and demographic-augmented generative adversarial imputation network for population health data reconstruction Y Feng, J Wang, Y Wang, X Chu IEEE Transactions on Big Data 9 (4), 1057-1070, 2022 | 5 | 2022 |
Parenting: Optimizing knowledge selection of retrieval-augmented language models with parameter decoupling and tailored tuning Y Xu, R Zhang, X Jiang, Y Feng, Y Xiao, X Ma, R Zhu, X Chu, J Zhao, ... arXiv preprint arXiv:2410.10360, 2024 | 4 | 2024 |
Understanding Layer Significance in LLM Alignment G Shi, Z Lu, X Dong, W Zhang, X Zhang, Y Feng, XM Wu arXiv preprint arXiv:2410.17875, 2024 | 2 | 2024 |
KIF: Knowledge Identification and Fusion for Language Model Continual Learning Y Feng, X Chu, Y Xu, Z Lu, B Liu, PS Yu, XM Wu arXiv preprint arXiv:2408.05200, 2024 | 2 | 2024 |
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning Y Feng, X Wang, Z Lu, S Fu, G Shi, Y Xu, Y Wang, PS Yu, X Chu, XM Wu arXiv preprint arXiv:2502.17510, 2025 | 1 | 2025 |
Tasl: Task skill localization and consolidation for language model continual learning Y Feng, X Chu, Y Xu, Z Lu, B Liu, PS Yu, XM Wu arXiv e-prints, arXiv: 2408.05200, 2024 | 1 | 2024 |
GeoEdit: Geometric Knowledge Editing for Large Language Models Y Feng, L Zhan, Z Lu, Y Xu, X Chu, Y Wang, J Cao, PS Yu, XM Wu arXiv preprint arXiv:2502.19953, 2025 | | 2025 |
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding X Dong, Y Feng, Z Lu, G Shi, XM Wu Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | | 2024 |
Diversity-grounded Channel Prototypical Learning for Out-of-Distribution Intent Detection B Liu, L Zhan, Y Feng, Z Lu, C Xie, L Xue, A Lam, XM Wu arXiv preprint arXiv:2409.11114, 2024 | | 2024 |