2025

Can Past Experience Accelerate LLM Reasoning?
Preprint 2025

Bo Pan, Liang Zhao

[Paper] [Code]

Can Past Experience Accelerate LLM Reasoning?
Preprint 2025

Bo Pan, Liang Zhao

[Paper] [Code]

Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations
KDD 2025 (Datasets and Benchmarks Track)

Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao

[Paper]

Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations
KDD 2025 (Datasets and Benchmarks Track)

Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao

[Paper]

An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound Structures
KDD 2025 (ADS Track)

Bo Pan, William Wuest, Kevin Minbiole, Liang Zhao, Amarda Shehu, et al.

An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound Structures
KDD 2025 (ADS Track)

Bo Pan, William Wuest, Kevin Minbiole, Liang Zhao, Amarda Shehu, et al.

GraphNarrator: Generating Textual Explanations for Graph Neural Networks
ACL 2025

Bo Pan*, Zhen Xiong*, Guanchen Wu*, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao

[Paper] [Code]

GraphNarrator: Generating Textual Explanations for Graph Neural Networks
ACL 2025

Bo Pan*, Zhen Xiong*, Guanchen Wu*, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao

[Paper] [Code]

2024

GRAG: Graph Retrieval-Augmented Generation
NAACL 2025 Findings

Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao

[Paper]

GRAG: Graph Retrieval-Augmented Generation
NAACL 2025 Findings

Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao

[Paper]

Visual Attention-Prompted Prediction and Learning
IJCAI 2024

Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Xiaofeng Yang, Liang Zhao

[Paper]

Visual Attention-Prompted Prediction and Learning
IJCAI 2024

Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Xiaofeng Yang, Liang Zhao

[Paper]

Distilling Large Language Models for Text-Attributed Graph Learning
CIKM 2024

Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao

[Paper]

Distilling Large Language Models for Text-Attributed Graph Learning
CIKM 2024

Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao

[Paper]

ELAD: Explanation-Guided Large Language Models Active Distillation
ACL 2024 Findings

Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao

[Paper]

ELAD: Explanation-Guided Large Language Models Active Distillation
ACL 2024 Findings

Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao

[Paper]

2023

MAGI: Multi-Annotated Explanation-Guided Learning
ICCV 2023

Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Liang Zhao

MAGI: Multi-Annotated Explanation-Guided Learning
ICCV 2023

Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Liang Zhao

Controllable data generation by deep learning: A review
ACM Computing Surveys (CSUR) 2023

Shiyu Wang, Yuanqi Du, Xiaojie Guo, Bo Pan, Zhaohui Qin, Liang Zhao

[Paper]

Controllable data generation by deep learning: A review
ACM Computing Surveys (CSUR) 2023

Shiyu Wang, Yuanqi Du, Xiaojie Guo, Bo Pan, Zhaohui Qin, Liang Zhao

[Paper]

2022

Multi-objective Deep Data Generation with Correlated Property Control
NeurIPS 2022

Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, et al.

[Paper]

Multi-objective Deep Data Generation with Correlated Property Control
NeurIPS 2022

Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, et al.

[Paper]

Property-controllable generation of quaternary ammonium compounds
BIBM 2022

Bo Pan, Yinkai Wang, Xuanyang Lin, et al.

[Paper]

Property-controllable generation of quaternary ammonium compounds
BIBM 2022

Bo Pan, Yinkai Wang, Xuanyang Lin, et al.

[Paper]