Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models G Bai, Z Chai, C Ling, S Wang, J Lu, N Zhang, T Shi, Z Yu, M Zhu, ... arXiv preprint arXiv:2401.00625, 2024 | 54 | 2024 |
ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation S Gu, Y Zhang, Y Gao, X Yang, L Zhao KDD 2023, 567-576, 2023 | 6 | 2023 |
MAGI: Multi-Annotated Explanation-Guided Learning Y Zhang, S Gu, Y Gao, B Pan, X Yang, L Zhao ICCV 2023, 1977-1987, 2023 | 4 | 2023 |
ELAD: Explanation-Guided Large Language Models Active Distillation Y Zhang, B Pan, C Ling, Y Hu, L Zhao ACL 2024, 2024 | 3 | 2024 |
Distilling Large Language Models for Text-Attributed Graph Learning B Pan, Z Zhang, Y Zhang, Y Hu, L Zhao CIKM 2024, 2024 | 3 | 2024 |
Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation X Li, Y Zhang, L Zhao AI for Health Equity and Fairness, 2024 | 3 | 2024 |
XAI Benchmark for Visual Explanation Y Zhang, S Gu, J Song, B Pan, G Bai, L Zhao arXiv preprint arXiv:2310.08537, 2023 | 3 | 2023 |
Saliency-Guided Hidden Associative Replay for Continual Learning G Bai, Q Zhao, X Jiang, Y Zhang, L Zhao arXiv preprint arXiv:2310.04334, 2023 | 3 | 2023 |
SurroCBM: Concept Bottleneck Surrogate Models for Generative Post-hoc Explanation B Pan, Z Liu, Y Zhang, L Zhao arXiv preprint arXiv:2310.07698, 2023 | 2 | 2023 |
Visual Attention Prompted Prediction and Learning Y Zhang, B Pan, S Gu, G Bai, M Qiu, X Yang, L Zhao IJCAI 2024, 2024 | 1 | 2024 |
STES: A Spatiotemporal Explanation Supervision Framework D Yu, B Chen, Y Li, S Dhaka, Y Zhang, Z Liu, M Zhang, J Zhang, L Zhao SDM 2024, 2024 | 1 | 2024 |
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation Q Zhao, Y Zhang, M Zhu, S Gu, Y Gao, X Yang, L Zhao KDD 2024, 2024 | 1 | 2024 |
TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models B Pan, Z Xiong, G Wu, Z Zhang, Y Zhang, L Zhao arXiv preprint arXiv:2410.15268, 2024 | | 2024 |
Controllable Data Generation Via Iterative Data-Property Mutual Mappings B Pan, M Qin, S Wang, Y Zhang, L Zhao arXiv preprint arXiv:2310.07683, 2023 | | 2023 |