Jiaxin Bai

71 papers A* 8A 2B 2Journal 45Unranked 14
YearRankTypeTitle / Venue / Authors
2026 — conf
Intention Knowledge Graph Construction for User Intention Relation Modeling.
EACL (Volume 1: Long Papers)
Jiaxin Bai, Zhaobo Wang, Junfei Cheng, Dan Yu, Zerui Huang, Weiqi Wang, Xin Liu, Chen Luo, Yanming Zhu, Bo Li, Yangqiu Song
2026 J jnl
NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training.
CoRR
Zhongwei Xie, Jiaxin Bai, Shujie Liu, Haoyu Huang, Yufei Li, Yisen Gao, Hong Ting Tsang, Yangqiu Song
2026 J jnl
Towards Neural Graph Data Management.
CoRR
Yufei Li, Yisen Gao, Jiaxin Bai, Jiaxuan Xiong, Haoyu Huang, Zhongwei Xie, Hong Ting Tsang, Yangqiu Song
2026 A* conf
Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model.
WWW
Yisen Gao, Jiaxin Bai, Yi Huang, Xingcheng Fu, Qingyun Sun, Yangqiu Song
2025 J jnl
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM.
CoRR
Haoyu Huang, Hong Ting Tsang, Jiaxin Bai, Xi Peng, Gong Zhang, Yangqiu Song
2025 J jnl
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction.
CoRR
Hong Ting Tsang, Jiaxin Bai, Haoyu Huang, Qiao Xiao, Tianshi Zheng, Baixuan Xu, Shujie Liu, Yangqiu Song
2025 J jnl
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora.
CoRR
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
2025 J jnl
Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs.
CoRR
Yisen Gao, Jiaxin Bai, Tianshi Zheng, Qingyun Sun, Ziwei Zhang, Jianxin Li, Yangqiu Song, Xingcheng Fu
2025 J jnl
DixitWorld: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay.
CoRR
Yunxiang Mo, Tianshi Zheng, Qing Zong, Jiayu Liu, Baixuan Xu, Yauwai Yim, Chunkit Chan, Jiaxin Bai, Yangqiu Song
2025 — conf
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association.
ACL (1)
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
2025 J jnl
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association.
CoRR
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
2025 — conf
Enhancing Transformers for Generalizable First-Order Logical Entailment.
ACL (1)
Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li
2025 J jnl
Enhancing Transformers for Generalizable First-Order Logical Entailment.
CoRR
Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li
2025 A* conf
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery.
EMNLP
Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song
2025 J jnl
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery.
CoRR
Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song
2025 — conf
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
ACL (2)
Tianshi Zheng, Weihan Li, Jiaxin Bai, Weiqi Wang, Yangqiu Song
2025 J jnl
Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs.
Trans. Mach. Learn. Res.
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
2025 B conf
Leveraging Statistical Machine Learning to Boost Large Language Models.
IJCNN
Zhiyu Ding, Wenpeng Hu, Jianyong Duan, Jiaxin Bai, Minghao Hu, Xian Zhou, Zhunchen Luo, Wei Luo
2025 A* conf
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning.
EMNLP
Tianshi Zheng, Cheng Jiayang, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See
2025 J jnl
LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning.
CoRR
Tianshi Zheng, Jiayang Cheng, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See
2025 J jnl
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents.
CoRR
Tianshi Zheng, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen, Baixuan Xu, Zhaowei Wang, Jiayang Cheng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
2025 — conf
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions.
EMNLP (Findings)
Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song
2025 J jnl
TERAG: Token-Efficient Graph-Based Retrieval-Augmented Generation.
CoRR
Qiao Xiao, Hong Ting Tsang, Jiaxin Bai
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
CoRR
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
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
IEEE Data Eng. Bull.
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
2025 J jnl
Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model.
CoRR
Yisen Gao, Jiaxin Bai, Yi Huang, Xingcheng Fu, Qingyun Sun, Yangqiu Song
2024 — conf
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation.
ACL (1)
Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song
2024 J jnl
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies.
CoRR
Tianshi Zheng, Weihan Li, Jiaxin Bai, Weiqi Wang, Yangqiu Song
2024 — conf
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning.
ACL (1)
Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Cheng Jiayang, Chunkit Chan, Yangqiu Song
2024 J jnl
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning.
CoRR
Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song
2024 J jnl
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge.
CoRR
Tianshi Zheng, Jiaxin Bai, Yicheng Wang, Tianqing Fang, Yue Guo, Yauwai Yim, Yangqiu Song
2024 J jnl
Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning.
Biomed. Signal Process. Control.
Chongzhe Tian, Xiuli Liu, Shenghua Cheng, Jiaxin Bai, Li Chen, Shaoqun Zeng
2024 J jnl
EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding.
CoRR
Ching Ming Samuel Lau, Weiqi Wang, Haochen Shi, Baixuan Xu, Jiaxin Bai, Yangqiu Song
2024 J jnl
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning.
CoRR
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
2024 B conf
Generative Adversarial Network-Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification.
IJCNN
Jiaxin Bai, Erlei Zhang, Lei Yang, Xinyu Li, Shuyin Zhang
2024 J jnl
Intention Knowledge Graph Construction for User Intention Relation Modeling.
CoRR
Jiaxin Bai, Zhaobo Wang, Junfei Cheng, Dan Yu, Zerui Huang, Weiqi Wang, Xin Liu, Chen Luo, Qi He, Yanming Zhu, Bo Li, Yangqiu Song
2024 — conf
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.
EMNLP (Findings)
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
2024 J jnl
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.
CoRR
Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Junxian He, Yangqiu Song
2024 — conf
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning.
SemEval@NAACL
Weiqi Wang, Baixuan Xu, Haochen Shi, Jiaxin Bai, Qi Hu, Yangqiu Song
2024 A* conf
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.
EMNLP
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
2024 J jnl
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.
CoRR
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
2024 — conf
New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends.
WWW (Companion Volume)
Lihui Liu, Zihao Wang, Jiaxin Bai, Yangqiu Song, Hanghang Tong
2024 J jnl
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions.
CoRR
Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song
2024 A* conf
Privacy-Preserved Neural Graph Databases.
KDD
Qi Hu, Haoran Li, Jiaxin Bai, Zihao Wang, Yangqiu Song
2024 J jnl
Towards Subgraph Isomorphism Counting with Graph Kernels.
CoRR
Xin Liu, Weiqi Wang, Jiaxin Bai, Yangqiu Song
2024 A* conf
Understanding Inter-Session Intentions via Complex Logical Reasoning.
KDD
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song
2023 J jnl
Abductive Logical Reasoning on Knowledge Graphs.
CoRR
Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song
2023 J jnl
Attention-Embedded Triple-Fusion Branch CNN for Hyperspectral Image Classification.
Remote. Sens.
Erlei Zhang, Jiayi Zhang, Jiaxin Bai, Jiarong Bian, Shaoyi Fang, Tao Zhan, Mingchen Feng
2023 A* conf
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints.
NeurIPS
Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song
2023 J jnl
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints.
CoRR
Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song
2023 — conf
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery.
ACL (Findings)
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin
2023 A* conf
Knowledge Graph Reasoning over Entities and Numerical Values.
KDD
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2023 J jnl
Knowledge Graph Reasoning over Entities and Numerical Values.
CoRR
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2023 J jnl
Privacy-Preserving Neural Graph Databases.
CoRR
Qi Hu, Haoran Li, Jiaxin Bai, Yangqiu Song
2023 J jnl
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs.
CoRR
Jiaxin Bai, Tianshi Zheng, Yangqiu Song
2023 J jnl
Sequential Query Encoding for Complex Query Answering on Knowledge Graphs.
Trans. Mach. Learn. Res.
Jiaxin Bai, Tianshi Zheng, Yangqiu Song
2023 J jnl
Significant Disparity in Spatiotemporal Changes of Terrestrial Evapotranspiration across Reanalysis Datasets in China from 1982 to 2020.
Remote. Sens.
Jiaxin Bai, Guocan Wu, Yuna Mao
2023 J jnl
Understanding Inter-Session Intentions via Complex Logical Reasoning.
CoRR
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song
2022 J jnl
FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense.
CoRR
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin
2022 — conf
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings.
NAACL-HLT (Findings)
Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song
2022 J jnl
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings.
CoRR
Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song
2021 A conf
Joint Coreference Resolution and Character Linking for Multiparty Conversation.
EACL
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu
2021 J jnl
Joint Coreference Resolution and Character Linking for Multiparty Conversation.
CoRR
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu
2021 A conf
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering.
CIKM
Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye
2021 J jnl
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering.
CoRR
Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye
2020 J jnl
Multiplex Word Embeddings for Selectional Preference Acquisition.
CoRR
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
2020 — conf
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations.
EMNLP (Findings)
Shizhe Diao, Jiaxin Bai, Yan Song, Tong Zhang, Yonggang Wang
2020 J jnl
sPortfolio: Stratified Visual Analysis of Stock Portfolios.
IEEE Trans. Vis. Comput. Graph.
Xuanwu Yue, Jiaxin Bai, Qinhan Liu, Yiyang Tang, Abishek Puri, Ke Li, Huamin Qu
2019 — conf
Multiplex Word Embeddings for Selectional Preference Acquisition.
EMNLP/IJCNLP (1)
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
2019 J jnl
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations.
CoRR
Shizhe Diao, Jiaxin Bai, Yan Song, Tong Zhang, Yonggang Wang
2019 J jnl
sPortfolio: Stratified Visual Analysis of Stock Portfolios.
CoRR
Xuanwu Yue, Jiaxin Bai, Qinhan Liu, Yiyang Tang, Abishek Puri, Ke Li, Huamin Qu