MAGI: Multi-Annotated Explanation-Guided Learning. - Yifei Zhang 006; Siyi Gu; Yuyang Gao; Bo Pan; Xiaofeng Yang 005; Liang Zhao 002 (ICCV, 2023)

ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation. - Siyi Gu; Yifei Zhang 006; Yuyang Gao; Xiaofeng Yang 005; Liang Zhao 002 (KDD, 2023)

Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation. - Xiangru Li 004; Yifei Zhang 006; Liang Zhao 002 (CoRR, 2023)

Saliency-Guided Hidden Associative Replay for Continual Learning. - Guangji Bai; Qilong Zhao; Xiaoyang Jiang; Yifei Zhang 006; Liang Zhao 002 (CoRR, 2023)

Controllable Data Generation Via Iterative Data-Property Mutual Mappings. - Bo Pan; Muran Qin; Shiyu Wang 002; Yifei Zhang 006; Liang Zhao 002 (CoRR, 2023)

SurroCBM: Concept Bottleneck Surrogate Models for Generative Post-hoc Explanation. - Bo Pan; Zhenke Liu; Yifei Zhang 006; Liang Zhao 002 (CoRR, 2023)

Visual Attention-Prompted Prediction and Learning. - Yifei Zhang 006; Siyi Gu; Bo Pan; Guangji Bai; Xiaofeng Yang 005; Liang Zhao 002 (CoRR, 2023)

XAI Benchmark for Visual Explanation. - Yifei Zhang 006; Siyi Gu; James Song; Bo Pan; Liang Zhao 002 (CoRR, 2023)

ELAD: Explanation-Guided Large Language Models Active Distillation. - Yifei Zhang 006; Bo Pan; Chen Ling 003; Yuntong Hu; Liang Zhao 002 (ACL (Findings), 2024)

Distilling Large Language Models for Text-Attributed Graph Learning. - Bo Pan; Zheng Zhang 047; Yifei Zhang 006; Yuntong Hu; Liang Zhao 002 (CIKM, 2024)

Visual Attention Prompted Prediction and Learning. - Yifei Zhang 006; Bo Pan; Siyi Gu; Guangji Bai; Meikang Qiu; Xiaofeng Yang 005; Liang Zhao 002 (IJCAI, 2024)

DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. - Qilong Zhao; Yifei Zhang 006; Mengdan Zhu; Siyi Gu; Yuyang Gao; Xiaofeng Yang 005; Liang Zhao 002 (KDD, 2024)

STES: A Spatiotemporal Explanation Supervision Framework. - Dazhou Yu; Binbin Chen; Yun Li 005; Suman Dhakal; Yifei Zhang 006; Zhenke Liu; Minxing Zhang; Jie Zhang; Liang Zhao 002 (SDM, 2024)

Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models. - Guangji Bai; Zheng Chai; Chen Ling 003; Shiyu Wang 002; Jiaying Lu 001; Nan Zhang; Tingwei Shi; Ziyang Yu; Mengdan Zhu; Yifei Zhang 006; Carl Yang 001; Yue Cheng 001; et al. (CoRR, 2024)

TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models. - Bo Pan; Zhen Xiong; Guanchen Wu; Zheng Zhang 047; Yifei Zhang 006; Liang Zhao 002 (CoRR, 2024)

MEGL: Multimodal Explanation-Guided Learning. - Yifei Zhang 006; Tianxu Jiang; Bo Pan; Jingyu Wang; Guangji Bai; Liang Zhao 002 (CoRR, 2024)

GraphNarrator: Generating Textual Explanations for Graph Neural Networks. - Bo Pan; Zhen Xiong; Guanchen Wu; Zheng Zhang 047; Yifei Zhang 006; Yuntong Hu; Liang Zhao 002 (ACL (1), 2025)

Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image Generation. - Mengdan Zhu; Senhao Cheng; Guangji Bai; Yifei Zhang 006; Liang Zhao 002 (CoRR, 2025)