Jianshan He

Researcher, Ant Group

Joined

December 2019

Names

Jianshan He (Preferred)

Emails

****@antgroup.com (Confirmed)

****@163.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Ant Group (antgroup.com)

2017 – Present

MS student

Peking University (pku.edu.cn)

2009 – 2012

Advisors, Relations & Conflicts

No relations added

Expertise

Knowledge Graph

Graph Neural Networks

Natural Language Processing

Reinforcement Learning

Causal Inference

2017 – 2023

Publications

LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
Weidi Xu, Jingwei Wang, Lele Xie, Jianshan He, Hongting Zhou, Taifeng Wang, Xiaopei Wan, Jingdong Chen, Chao Qu, Wei Chu
- ICLR 2024 poster
- Readers: Everyone
Exploring financially constrained small- and medium-sized enterprises based on a multi-relation translational graph attention network
Qianqiao Liang, Hua Wei, Yaxi Wu, Feng Wei, Deng Zhao, Jianshan He, Xiaolin Zheng, Guofang Ma, Bing Han
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- Frontiers Inf. Technol. Electron. Eng. 2023
- Readers: Everyone
DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional Networks
Lei Zhang, Xiaodong Yan, Jianshan He, Ruopeng Li, Wei Chu
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
An Efficient Mean-field Approach to High-Order Markov Logic
Weidi Xu, Jianshan He, Jingwei Wang, Hongting Zhou, Xiaopei Wan, Taifeng Wang, Ruopeng Li, Wei Chu
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors
Linlin Chao, Jianshan He, Taifeng Wang, Wei Chu
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- ACL/IJCNLP (1) 2021
- Readers: Everyone
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
Xiexiong Lin, Weiyu Jian, Jianshan He, Taifeng Wang, Wei Chu
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- ACL 2020
- Readers: Everyone
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors
Linlin Chao, Jianshan He, Taifeng Wang, Wei Chu
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- CoRR 2020
- Readers: Everyone
Latent Dirichlet Allocation for Internet Price War.
Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
Latent Dirichlet Allocation for Internet Price War
Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong
- Published: 01 Jan 2019, Last Modified: 15 May 2023
- AAAI 2019
- Readers: Everyone
A Policy Gradient Method with Variance Reduction for Uplift Modeling
Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong
- 2018 (modified: 16 May 2025)
- CoRR 2018
- Readers: Everyone

View all 11 publications

Co-Authors

View all 30 co-authors