Shengming Zhang

Postdoc, Biochemistry, Chinese Academy of Medical Sciences & Peking Union Medical College

Joined

February 2023

Names

Shengming Zhang (Preferred)

Emails

****@rutgers.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Postdoc

Biochemistry , Chinese Academy of Medical Sciences & Peking Union Medical College (pumc.edu.cn)

2024 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Hui Xiong

2019 – 2024

Expertise

large language model

2022 – 2024

graph neural network

2019 – 2024

data mining

2017 – 2024

Publications

DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition
Le Zhang, Shengming Zhang, Rui Zha, Wu Yunpeng, Jingbo Zhou, Jizhou Huang
- ACL 2026 Industry Track Poster
- Readers: Everyone
AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy
Hao Zhong, Zixuan Yuan, Denghui Zhang, Yi Jiang, Shengming Zhang, Hui Xiong
- HICSS 2024
- Readers: Everyone
Bring Me a Good One: Seeking High-potential Startups using Heterogeneous Venture Information Networks
Shengming Zhang, Hao Zhong, Yong Ge, Hui Xiong
- HICSS 2024
- Readers: Everyone
Meta-Path-based Probabilistic Soft Logic for Drug-Target Interaction Prediction
Shengming Zhang, Yizhou Sun
- CoRR 2023
- Readers: Everyone
Hybrid Heterogeneous Graph Neural Networks for Fund Performance Prediction
Siyuan Hao, Le Dai, Le Zhang, Shengming Zhang, Chao Wang, Chuan Qin, Hui Xiong
- KSEM (2) 2023
- Readers: Everyone
CAT: Beyond Efficient Transformer for Content-Aware Anomaly Detection in Event Sequences
Shengming Zhang, Yanchi Liu, Xuchao Zhang, Wei Cheng, Haifeng Chen, Hui Xiong
- 2022 (modified: 20 Jan 2023)
- KDD 2022
- Readers: Everyone
Scalable Heterogeneous Graph Neural Networks for Predicting High-potential Early-stage Startups
Shengming Zhang, Hao Zhong, Zixuan Yuan, Hui Xiong
- 2021 (modified: 20 Jan 2023)
- KDD 2021
- Readers: Everyone
Depth Image Inpainting: Improving Low Rank Matrix Completion With Low Gradient Regularization
Hongyang Xue, Shengming Zhang, Deng Cai
- IEEE Trans. Image Process. 2017
- Readers: Everyone
Interactively Transferring CNN Patterns for Part Localization
Quanshi Zhang, Ruiming Cao, Shengming Zhang, Mark Edmonds, Ying Nian Wu, Song-Chun Zhu
- 2017 (modified: 08 Nov 2022)
- CoRR 2017
- Readers: Everyone

View all 11 publications

Co-Authors

View all 27 co-authors