Bo Pan

28 papers A* 3A 2Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Topology-Aware Generation and Activity-Based Filtering: A Computational-Experimental Framework for Data-Scarce Quaternary Ammonium Compound Discovery.
J. Chem. Inf. Model.
Shiva Ghaemi, Amanda J. Consylman, Bo Pan, Alice Wu, Ashley Ann Petersen, Gabe Chang, Diana McDonough, Mark A. Forman, Elise L. Bezold, William M. Wuest, Amarda Shehu, Liang Zhao, Kevin Minbiole
2025 — conf
An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound Structures.
KDD (2)
Bo Pan, Shiva Ghaemi, Amanda J. Consylman, Zihao Zhao, Ashley Ann Petersen, Alice Wu, Gabriel Chang, Diana McDonough, Mark A. Forman, Elise L. Bezold, William M. Wuest, Kevin Minbiole, Liang Zhao, Amarda Shehu
2025 — conf
GRAG: Graph Retrieval-Augmented Generation.
NAACL (Findings)
Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao
2025 — conf
GraphNarrator: Generating Textual Explanations for Graph Neural Networks.
ACL (1)
Bo Pan, Zhen Xiong, Guanchen Wu, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao
2025 — conf
Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations.
KDD (2)
Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao
2025 A conf
TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations.
CIKM
Zheng Zhang, Yuntong Hu, Bo Pan, Chen Ling, Liang Zhao
2024 J jnl
Controllable Data Generation by Deep Learning: A Review.
ACM Comput. Surv.
Shiyu Wang, Yuanqi Du, Xiaojie Guo, Bo Pan, Zhaohui S. Qin, Liang Zhao
2024 J jnl
Deep Causal Generative Models with Property Control.
CoRR
Qilong Zhao, Shiyu Wang, Guangji Bai, Bo Pan, Zhaohui Qin, Liang Zhao
2024 A conf
Distilling Large Language Models for Text-Attributed Graph Learning.
CIKM
Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao
2024 J jnl
Distilling Large Language Models for Text-Attributed Graph Learning.
CoRR
Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao
2024 — conf
ELAD: Explanation-Guided Large Language Models Active Distillation.
ACL (Findings)
Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao
2024 J jnl
ELAD: Explanation-Guided Large Language Models Active Distillation.
CoRR
Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao
2024 J jnl
Explaining latent representations of generative models with large multimodal models.
CoRR
Mengdan Zhu, Zhenke Liu, Bo Pan, Abhinav Angirekula, Liang Zhao
2024 J jnl
GRAG: Graph Retrieval-Augmented Generation.
CoRR
Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao
2024 J jnl
MEGL: Multimodal Explanation-Guided Learning.
CoRR
Yifei Zhang, Tianxu Jiang, Bo Pan, Jingyu Wang, Guangji Bai, Liang Zhao
2024 J jnl
TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations.
CoRR
Zheng Zhang, Yuntong Hu, Bo Pan, Chen Ling, Liang Zhao
2024 J jnl
TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models.
CoRR
Bo Pan, Zhen Xiong, Guanchen Wu, Zheng Zhang, Yifei Zhang, Liang Zhao
2024 A* conf
Visual Attention Prompted Prediction and Learning.
IJCAI
Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Meikang Qiu, Xiaofeng Yang, Liang Zhao
2023 J jnl
Controllable Data Generation Via Iterative Data-Property Mutual Mappings.
CoRR
Bo Pan, Muran Qin, Shiyu Wang, Yifei Zhang, Liang Zhao
2023 A* conf
MAGI: Multi-Annotated Explanation-Guided Learning.
ICCV
Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao
2023 J jnl
SurroCBM: Concept Bottleneck Surrogate Models for Generative Post-hoc Explanation.
CoRR
Bo Pan, Zhenke Liu, Yifei Zhang, Liang Zhao
2023 J jnl
Visual Attention-Prompted Prediction and Learning.
CoRR
Yifei Zhang, Siyi Gu, Bo Pan, Guangji Bai, Xiaofeng Yang, Liang Zhao
2023 J jnl
XAI Benchmark for Visual Explanation.
CoRR
Yifei Zhang, Siyi Gu, James Song, Bo Pan, Liang Zhao
2022 J jnl
Controllable Data Generation by Deep Learning: A Review.
CoRR
Shiyu Wang, Yuanqi Du, Xiaojie Guo, Bo Pan, Liang Zhao
2022 — conf
Generation and Characterization of Quaternary Ammonium Compounds via Deep Learning.
BIBM
Yinkai Wang, Shiva Ghaemi, Aowei Ding, Yuanqui Du, Bo Pan, Muran Qin, Xuanyang Lin, Ashley Ann Petersen, Austin Leitgeb, Saleh AlKhalifa, Kevin Minbiole, William M. Wuest, Liang Zhao, Amarda Shehu
2022 A* conf
Multi-objective Deep Data Generation with Correlated Property Control.
NeurIPS
Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, Yinkai Wang, Yanfang Ye, Ashley Ann Petersen, Austin Leitgeb, Saleh AlKhalifa, Kevin Minbiole, William M. Wuest, Amarda Shehu, Liang Zhao
2022 J jnl
Multi-objective Deep Data Generation with Correlated Property Control.
CoRR
Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, Yinkai Wang, Yanfang Ye, Ashley Ann Petersen, Austin Leitgeb, Saleh AlKhalifa, Kevin Minbiole, William M. Wuest, Amarda Shehu, Liang Zhao
2022 — conf
Property-Controllable Generation of Quaternary Ammonium Compounds.
BIBM
Bo Pan, Yinkai Wang, Xuanyang Lin, Muran Qin, Yuanqi Du, Shiva Ghaemi, Aowei Ding, Shiyu Wang, Saleh AlKhalifa, Kevin Minbiole, William M. Wuest, Ashley Ann Petersen, Austin Leitgeb, Amarda Shehu, Liang Zhao