A Policy Gradient Method with Variance Reduction for Uplift Modeling. - Chenchen Li; Xiang Yan; Xiaotie Deng; Yuan Qi 001; Wei Chu; Le Song; Junlong Qiao; Jianshan He; Junwu Xiong (CoRR, 2018)

Latent Dirichlet Allocation for Internet Price War. - Chenchen Li; Xiang Yan; Xiaotie Deng; Yuan Qi 001; Wei Chu; Le Song; Junlong Qiao; Jianshan He; Junwu Xiong (AAAI, 2019)

Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy. - Xiexiong Lin; Weiyu Jian; Jianshan He; Taifeng Wang; Wei Chu (ACL, 2020)

PairRE: Knowledge Graph Embeddings via Paired Relation Vectors. - Linlin Chao; Jianshan He; Taifeng Wang; Wei Chu (ACL/IJCNLP (1), 2021)

DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional Networks. - Lei Zhang; Xiaodong Yan; Jianshan He; Ruopeng Li; Wei Chu (AAAI, 2023)

Learning to Discover Various Simpson's Paradoxes. - Jingwei Wang 001; Jianshan He; Weidi Xu; Ruopeng Li; Wei Chu (KDD, 2023)

Spatio-Temporal Hypergraph Learning for Next POI Recommendation. - Xiaodong Yan; Tengwei Song; Yifeng Jiao; Jianshan He; Jiaotuan Wang; Ruopeng Li; Wei Chu (SIGIR, 2023)

DB-GPT: Empowering Database Interactions with Private Large Language Models. - Siqiao Xue; Caigao Jiang; Wenhui Shi; Fangyin Cheng; Keting Chen; Hongjun Yang; Zhiping Zhang; Jianshan He; Hongyang Zhang; Ganglin Wei; Wang Zhao 005; Fan Zhou 012; et al. (CoRR, 2023)

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 (Frontiers Inf. Technol. Electron. Eng., 2023)

Structural Information Enhanced Graph Representation for Link Prediction. - Lei Shi; Bin Hu; Deng Zhao; Jianshan He; Zhiqiang Zhang; Jun Zhou (AAAI, 2024)

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)

Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models. - Siqiao Xue; Danrui Qi; Caigao Jiang; Wenhui Shi; Fangyin Cheng; Keting Chen; Hongjun Yang; Zhiping Zhang; Jianshan He; Hongyang Zhang; Ganglin Wei; Wang Zhao 005; et al. (CoRR, 2024)