Jiaxin Bai

According to our database, Jiaxin Bai authored at least 42 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora.

Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiaofang Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, Yi Ji, Gong Zhang, Renhai Chen, Yangqiu Song

CoRR, May, 2025

Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs.

Yisen Gao, Jiaxin Bai, Tianshi Zheng, Qingyun Sun, Ziwei Zhang, Jianxin Li, Yangqiu Song, Xingcheng Fu

CoRR, May, 2025

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, Sheikh Muhammad Sarwar, Yang Li, Hansu Gu, Hui Liu, Changlong Yu, Jiaxin Bai, Yifan Gao, Haiyang Zhang, Qi He, Shuiwang Ji, Yangqiu Song

CoRR, May, 2025

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery.

Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song

CoRR, May, 2025

LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning.

Tianshi Zheng, Jiayang Cheng, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See

CoRR, February, 2025

Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs.

Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li

Trans. Mach. Learn. Res., 2025

Top Ten Challenges Towards Agentic Neural Graph Databases.

Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song

IEEE Data Eng. Bull., 2025

Enhancing Transformers for Generalizable First-Order Logical Entailment.

Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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, Sheikh Muhammad Sarwar, Yang Li, Hansu Gu, Hui Liu, Changlong Yu, Jiaxin Bai, Yifan Gao, Haiyang Zhang, Qi He, Shuiwang Ji, Yangqiu Song

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Intention Knowledge Graph Construction for User Intention Relation Modeling.

Jiaxin Bai, Zhaobo Wang, Junfei Cheng, Dan Yu, Zerui Huang, Weiqi Wang, Xin Liu, Chen Luo, Qi He, Yanming Zhu, Bo Li, 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, 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, Haochen Shi, Baixuan Xu, Jiaxin Bai, 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

On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions.

Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song

CoRR, 2024

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.

Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Junxian He, Yangqiu Song

CoRR, 2024

Towards Subgraph Isomorphism Counting with Graph Kernels.

Xin Liu, Weiqi Wang, Jiaxin Bai, Yangqiu Song

CoRR, 2024

FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning.

Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li

CoRR, 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

New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends.

Lihui Liu, Zihao Wang, Jiaxin Bai, Yangqiu Song, Hanghang Tong

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning.

Weiqi Wang, Baixuan Xu, Haochen Shi, Jiaxin Bai, Qi Hu, Yangqiu Song

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Privacy-Preserved Neural Graph Databases.

Qi Hu, Haoran Li, Jiaxin Bai, Zihao Wang, Yangqiu Song

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Understanding Inter-Session Intentions via Complex Logical Reasoning.

Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Generative Adversarial Network-Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification.

Jiaxin Bai, Erlei Zhang, Lei Yang, Xinyu Li, Shuyin Zhang

Proceedings of the International Joint Conference on Neural Networks, 2024

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.

Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.

Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Junxian He, Yangqiu Song

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation.

Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning.

Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Cheng Jiayang, Chunkit Chan, Yangqiu Song

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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., September, 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., April, 2023

Sequential Query Encoding for Complex Query Answering on Knowledge Graphs.

Jiaxin Bai, Tianshi Zheng, Yangqiu Song

Trans. Mach. Learn. Res., 2023

Abductive Logical Reasoning on Knowledge Graphs.

Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song

CoRR, 2023

Privacy-Preserving Neural Graph Databases.

Qi Hu, Haoran Li, Jiaxin Bai, Yangqiu Song

CoRR, 2023

Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints.

Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Knowledge Graph Reasoning over Entities and Numerical Values.

Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery.

Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense.

Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin

CoRR, 2022

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings.

Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021

Joint Coreference Resolution and Character Linking for Multiparty Conversation.

Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

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, Junpeng Ye

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

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

ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations.

Shizhe Diao, Jiaxin Bai, Yan Song, Tong Zhang, Yonggang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Multiplex Word Embeddings for Selectional Preference Acquisition.

Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019