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Journal Articles
- 2024
[j5]Chongzhe Tian, Xiuli Liu
, Shenghua Cheng, Jiaxin Bai, Li Chen, Shaoqun Zeng:
Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning. Biomed. Signal Process. Control. 95: 106395 (2024)- 2023
- [j4]Erlei Zhang, Jiayi Zhang, Jiaxin Bai, Jiarong Bian, Shaoyi Fang, Tao Zhan, Mingchen Feng:
Attention-Embedded Triple-Fusion Branch CNN for Hyperspectral Image Classification. Remote. Sens. 15(8): 2150 (2023) - [j3]Jiaxin Bai, Guocan Wu, Yuna Mao:
Significant Disparity in Spatiotemporal Changes of Terrestrial Evapotranspiration across Reanalysis Datasets in China from 1982 to 2020. Remote. Sens. 15(18): 4522 (2023) - [j2]Jiaxin Bai, Tianshi Zheng, Yangqiu Song:
Sequential Query Encoding for Complex Query Answering on Knowledge Graphs. Trans. Mach. Learn. Res. 2023 (2023) - 2020
- [j1]Xuanwu Yue, Jiaxin Bai, Qinhan Liu, Yiyang Tang, Abishek Puri, Ke Li, Huamin Qu:
sPortfolio: Stratified Visual Analysis of Stock Portfolios. IEEE Trans. Vis. Comput. Graph. 26(1): 601-610 (2020)
Conference and Workshop Papers
- 2024
- [c15]Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song:
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation. ACL (1) 2024: 1312-1329 - [c14]Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Cheng Jiayang, Chunkit Chan, Yangqiu Song:
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. ACL (1) 2024: 2351-2374 - [c13]Jiaxin Bai, Erlei Zhang, Lei Yang, Xinyu Li, Shuyin Zhang:
Generative Adversarial Network-Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification. IJCNN 2024: 1-8 - [c12]Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song:
Understanding Inter-Session Intentions via Complex Logical Reasoning. KDD 2024: 71-82 - [c11]Qi Hu, Haoran Li, Jiaxin Bai, Zihao Wang, Yangqiu Song:
Privacy-Preserved Neural Graph Databases. KDD 2024: 1108-1118 - [c10]Weiqi Wang, Baixuan Xu, Haochen Shi, Jiaxin Bai, Qi Hu, Yangqiu Song:
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning. SemEval@NAACL 2024: 1639-1645 - [c9]Lihui Liu, Zihao Wang, Jiaxin Bai, Yangqiu Song, Hanghang Tong:
New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends. WWW (Companion Volume) 2024: 1294-1297 - 2023
- [c8]Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin:
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery. ACL (Findings) 2023: 1173-1191 - [c7]Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song:
Knowledge Graph Reasoning over Entities and Numerical Values. KDD 2023: 57-68 - [c6]Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song:
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. NeurIPS 2023 - 2022
- [c5]Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song:
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. NAACL-HLT (Findings) 2022: 2703-2714 - 2021
- [c4]Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye:
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering. CIKM 2021: 1038-1047 - [c3]Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu:
Joint Coreference Resolution and Character Linking for Multiparty Conversation. EACL 2021: 539-548 - 2020
- [c2]Shizhe Diao, Jiaxin Bai, Yan Song, Tong Zhang, Yonggang Wang:
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations. EMNLP (Findings) 2020: 4729-4740 - 2019
- [c1]Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu:
Multiplex Word Embeddings for Selectional Preference Acquisition. EMNLP/IJCNLP (1) 2019: 5246-5255
Informal and Other Publications
- 2024
- [i20]Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song:
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. CoRR abs/2401.07286 (2024) - [i19]Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li:
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning. CoRR abs/2402.14609 (2024) - [i18]Xin Liu, Weiqi Wang, Jiaxin Bai, Yangqiu Song:
Towards Subgraph Isomorphism Counting with Graph Kernels. CoRR abs/2405.07497 (2024) - [i17]Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Junxian He, Yangqiu Song:
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. CoRR abs/2406.10173 (2024) - [i16]Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Long Chen, Yangqiu Song:
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. CoRR abs/2406.10701 (2024) - [i15]Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song:
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. CoRR abs/2406.10885 (2024) - [i14]Tianshi Zheng, Jiaxin Bai, Yicheng Wang, Tianqing Fang, Yue Guo, Yauwai Yim, Yangqiu Song:
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge. CoRR abs/2407.20564 (2024) - 2023
- [i13]Jiaxin Bai, Tianshi Zheng, Yangqiu Song:
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs. CoRR abs/2302.13114 (2023) - [i12]Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song:
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. CoRR abs/2305.19068 (2023) - [i11]Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song:
Knowledge Graph Reasoning over Entities and Numerical Values. CoRR abs/2306.01399 (2023) - [i10]Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song:
Understanding Inter-Session Intentions via Complex Logical Reasoning. CoRR abs/2312.13866 (2023) - [i9]Qi Hu, Haoran Li, Jiaxin Bai, Yangqiu Song:
Privacy-Preserving Neural Graph Databases. CoRR abs/2312.15591 (2023) - [i8]Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song:
Abductive Logical Reasoning on Knowledge Graphs. CoRR abs/2312.15643 (2023) - 2022
- [i7]Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song:
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. CoRR abs/2204.12847 (2022) - [i6]Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin:
FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense. CoRR abs/2211.08316 (2022) - 2021
- [i5]Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu:
Joint Coreference Resolution and Character Linking for Multiparty Conversation. CoRR abs/2101.11204 (2021) - [i4]Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye:
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering. CoRR abs/2110.02059 (2021) - 2020
- [i3]Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu:
Multiplex Word Embeddings for Selectional Preference Acquisition. CoRR abs/2001.02836 (2020) - 2019
- [i2]Xuanwu Yue, Jiaxin Bai, Qinhan Liu, Yiyang Tang, Abishek Puri, Ke Li, Huamin Qu:
sPortfolio: Stratified Visual Analysis of Stock Portfolios. CoRR abs/1910.05536 (2019) - [i1]Shizhe Diao, Jiaxin Bai, Yan Song, Tong Zhang, Yonggang Wang:
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations. CoRR abs/1911.00720 (2019)
Coauthor Index
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