Multiplex Word Embeddings for Selectional Preference Acquisition. - Hongming Zhang 009; Jiaxin Bai; Yan Song 003; Kun Xu 005; Changlong Yu; Yangqiu Song; Wilfred Ng; Dong Yu 001 (EMNLP/IJCNLP (1), 2019)

ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations. - Shizhe Diao; Jiaxin Bai; Yan Song 003; Tong Zhang 001; Yonggang Wang (EMNLP (Findings), 2020)

sPortfolio: Stratified Visual Analysis of Stock Portfolios. - Xuanwu Yue; Jiaxin Bai; Qinhan Liu; Yiyang Tang; Abishek Puri; Ke Li; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2020)

Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering. - Zizheng Lin; Haowen Ke; Ngo-Yin Wong; Jiaxin Bai; Yangqiu Song; Huan Zhao 002; Junpeng Ye (CIKM, 2021)

Joint Coreference Resolution and Character Linking for Multiparty Conversation. - Jiaxin Bai; Hongming Zhang 009; Yangqiu Song; Kun Xu 005 (EACL, 2021)

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. - Jiaxin Bai; Zihao Wang 001; Hongming Zhang 009; Yangqiu Song (NAACL-HLT (Findings), 2022)

FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense. - Changlong Yu; Weiqi Wang 001; Xin Liu 039; Jiaxin Bai; Yangqiu Song; Zheng Li 018; Yifan Gao 001; Tianyu Cao 001; Bing Yin (CoRR, 2022)

FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery. - Changlong Yu; Weiqi Wang 001; Xin Liu 039; Jiaxin Bai; Yangqiu Song; Zheng Li 018; Yifan Gao 001; Tianyu Cao 001; Bing Yin (ACL (Findings), 2023)

Knowledge Graph Reasoning over Entities and Numerical Values. - Jiaxin Bai; Chen Luo 003; Zheng Li 018; Qingyu Yin; Bing Yin; Yangqiu Song (KDD, 2023)

Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. - Jiaxin Bai; Xin Liu 039; Weiqi Wang 001; Chen Luo 003; Yangqiu Song (NeurIPS, 2023)

Privacy-Preserving Neural Graph Databases. - Qi Hu; Haoran Li 003; Jiaxin Bai; Yangqiu Song (CoRR, 2023)

Abductive Logical Reasoning on Knowledge Graphs. - Jiaxin Bai; Yicheng Wang; Tianshi Zheng; Yue Guo; Xin Liu 039; Yangqiu Song (CoRR, 2023)

Sequential Query Encoding for Complex Query Answering on Knowledge Graphs. - Jiaxin Bai; Tianshi Zheng; Yangqiu Song (Trans. Mach. Learn. Res., 2023)

Attention-Embedded Triple-Fusion Branch CNN for Hyperspectral Image Classification. - Erlei Zhang; Jiayi Zhang; Jiaxin Bai; Jiarong Bian; Shaoyi Fang; Tao Zhan; Mingchen Feng (Remote. Sens., 2023)

Significant Disparity in Spatiotemporal Changes of Terrestrial Evapotranspiration across Reanalysis Datasets in China from 1982 to 2020. - Jiaxin Bai; Guocan Wu; Yuna Mao (Remote. Sens., 2023)

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. - Weiqi Wang 001; Tianqing Fang; Chunyang Li; Haochen Shi; Wenxuan Ding 001; Baixuan Xu; Zhaowei Wang 003; Jiaxin Bai; Xin Liu 039; Cheng Jiayang; Chunkit Chan; Yangqiu Song (ACL (1), 2024)

Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation. - Jiaxin Bai; Yicheng Wang; Tianshi Zheng; Yue Guo; Xin Liu 039; Yangqiu Song (ACL (1), 2024)

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. - Wenxuan Ding 001; Weiqi Wang 001; Sze Heng Douglas Kwok; Minghao Liu; Tianqing Fang; Jiaxin Bai; Xin Liu 039; Changlong Yu; Zheng Li 018; Chen Luo 003; Qingyu Yin; Bing Yin; et al. (EMNLP (Findings), 2024)

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. - Baixuan Xu; Weiqi Wang 001; Haochen Shi; Wenxuan Ding 001; Huihao Jing; Tianqing Fang; Jiaxin Bai; Xin Liu 039; Changlong Yu; Zheng Li 018; Chen Luo 003; Qingyu Yin; et al. (EMNLP, 2024)

Generative Adversarial Network-Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification. - Jiaxin Bai; Erlei Zhang; Lei Yang; Xinyu Li 013; Shuyin Zhang (IJCNN, 2024)

Understanding Inter-Session Intentions via Complex Logical Reasoning. - Jiaxin Bai; Chen Luo 003; Zheng Li 018; Qingyu Yin; Yangqiu Song (KDD, 2024)

Privacy-Preserved Neural Graph Databases. - Qi Hu; Haoran Li 003; Jiaxin Bai; Zihao Wang 001; Yangqiu Song (KDD, 2024)

KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning. - Weiqi Wang 001; Baixuan Xu; Haochen Shi; Jiaxin Bai; Qi Hu; Yangqiu Song (SemEval@NAACL, 2024)

New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends. - Lihui Liu; Zihao Wang 001; Jiaxin Bai; Yangqiu Song; Hanghang Tong (WWW (Companion Volume), 2024)

Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning. - Chongzhe Tian; Xiuli Liu; Shenghua Cheng; Jiaxin Bai; Li Chen; Shaoqun Zeng (Biomed. Signal Process. Control., 2024)

FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning. - Qi Hu; Weifeng Jiang; Haoran Li 003; Zihao Wang 001; Jiaxin Bai; Qianren Mao; Yangqiu Song; Lixin Fan; Jianxin Li 002 (CoRR, 2024)

Towards Subgraph Isomorphism Counting with Graph Kernels. - Xin Liu 039; Weiqi Wang 001; Jiaxin Bai; Yangqiu Song (CoRR, 2024)

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. - Wenxuan Ding 001; Weiqi Wang 001; Sze Heng Douglas Kwok; Minghao Liu; Tianqing Fang; Jiaxin Bai; Junxian He; Yangqiu Song (CoRR, 2024)

On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. - Weiqi Wang 001; Tianqing Fang; Haochen Shi; Baixuan Xu; Wenxuan Ding 001; Liyu Zhang 005; Wei Fan 001; Jiaxin Bai; Haoran Li 003; Xin Liu 039; Yangqiu Song (CoRR, 2024)

CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge. - Tianshi Zheng; Jiaxin Bai; Yicheng Wang; Tianqing Fang; Yue Guo; Yauwai Yim; Yangqiu Song (CoRR, 2024)

EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding. - Ching Ming Samuel Lau; Weiqi Wang 001; Haochen Shi; Baixuan Xu; Jiaxin Bai; Yangqiu Song (CoRR, 2024)

Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies. - Tianshi Zheng; Weihan Li; Jiaxin Bai; Weiqi Wang 001; Yangqiu Song (CoRR, 2024)

Intention Knowledge Graph Construction for User Intention Relation Modeling. - Jiaxin Bai; Zhaobo Wang; Junfei Cheng; Dan Yu; Zerui Huang; Weiqi Wang 001; Xin Liu 039; Chen Luo 003; Qi He 002; Yanming Zhu; Bo Li 005; Yangqiu Song (CoRR, 2024)

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. - Weiqi Wang; Limeng Cui; Xin Liu; Sreyashi Nag; Wenju Xu; Chen Luo 003; Sheikh Muhammad Sarwar; Yang Li; Hansu Gu; Hui Liu; Changlong Yu; Jiaxin Bai; et al. (ACL (1), 2025)

Enhancing Transformers for Generalizable First-Order Logical Entailment. - Tianshi Zheng; Jiazheng Wang; Zihao Wang 001; Jiaxin Bai; Hang Yin 008; Zheye Deng; Yangqiu Song; Jianxin Li 002 (ACL (1), 2025)

Top Ten Challenges Towards Agentic Neural Graph Databases. - Jiaxin Bai; Zihao Wang 001; Yukun Zhou; Hang Yin 008; Weizhi Fei; Qi Hu; Zheye Deng; Jiayang Cheng; Tianshi Zheng; Hong Ting Tsang; Yisen Gao; Zhongwei Xie; et al. (IEEE Data Eng. Bull., 2025)

Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs. - Qi Hu; Weifeng Jiang; Haoran Li 003; Zihao Wang 001; Jiaxin Bai; Qianren Mao; Yangqiu Song; Lixin Fan; Jianxin Li 002 (Trans. Mach. Learn. Res., 2025)

LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning. - Tianshi Zheng; Jiayang Cheng; Chunyang Li; Haochen Shi; Zihao Wang 001; Jiaxin Bai; Yangqiu Song; Ginny Y. Wong; Simon See (CoRR, 2025)

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. - Tianshi Zheng; Zheye Deng; Hong Ting Tsang; Weiqi Wang 001; Jiaxin Bai; Zihao Wang 001; Yangqiu Song (CoRR, 2025)

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. - Weiqi Wang 001; Limeng Cui; Xin Liu; Sreyashi Nag; Wenju Xu; Chen Luo 003; Sheikh Muhammad Sarwar; Yang Li; Hansu Gu; Hui Liu; Changlong Yu; Jiaxin Bai; et al. (CoRR, 2025)

Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs. - Yisen Gao; Jiaxin Bai; Tianshi Zheng; Qingyun Sun; Ziwei Zhang 001; Jianxin Li 002; Yangqiu Song; Xingcheng Fu (CoRR, 2025)

AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. - Jiaxin Bai; Wei Fan 001; Qi Hu; Qing Zong; Chunyang Li; Hong Ting Tsang; Hongyu Luo; Yauwai Yim; Haoyu Huang; Xiaofang Zhou 001; Feng Qin; Tianshi Zheng; et al. (CoRR, 2025)