Jiancong Xie

PhD student, SUN YAT-SEN UNIVERSITY

Joined

February 2024

Names

Jiancong Xie (Preferred)

,

jiancong xie

Emails

****@mail2.sysu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

2022 – 2027

Expertise

deep learning

2022 – Present

Publications

OIG-Bench: A Multi-Agent Annotated Benchmark for Multimodal One-Image Guides Understanding
Jiancong Xie, Wenjin Wang, Zhuomeng Zhang, Zihan Liu, Qi Liu, Ke Feng, Zixun Sun, Yuedong Yang
- Submitted to ICLR 2026
- Readers: Everyone
Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy Model
Yicong Chen, Jiahua Rao, Jiancong Xie, Dahao Xu, Zhen WANG, Yuedong Yang
- NeurIPS 2025 poster
- Readers: Everyone
Predicting disease-gene associations through self-supervised mutual infomax graph convolution network
Jiancong Xie, Jiahua Rao, Junjie Xie, Huiying Zhao, Yuedong Yang
- Comput. Biol. Medicine 2024
- Readers: Everyone
Self-Supervised Contrastive Molecular Representation Learning with a Chemical Synthesis Knowledge Graph
Jiancong Xie, Yi Wang, Jiahua Rao, Shuangjia Zheng, Yuedong Yang
- J. Chem. Inf. Model. 2024
- Readers: Everyone
Interpretable Drug Response Prediction through Molecule Structure-aware and Knowledge-Guided Visible Neural Network
Jiancong Xie, Zhe Zhang, Youyou Li, Jiahua Rao, Yuedong Yang
- BIBM 2024
- Readers: Everyone
Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Networks
Jiahua Rao, Jiancong Xie, Hanjing Lin, Shuangjia Zheng, Zhen Wang, Yuedong Yang
- CoRR 2024
- Readers: Everyone
From intuition to AI: evolution of small molecule representations in drug discovery
Miles McGibbon, Steven R. Shave, Jie Dong, Yumiao Gao, Douglas R. Houston, Jiancong Xie, Yuedong Yang, Philippe Schwaller, Vincent Blay
- Briefings Bioinform. 2023
- Readers: Everyone
Fast and accurate protein function prediction from sequence through pretrained language model and homology-based label diffusion
Qianmu Yuan, Junjie Xie, Jiancong Xie, Huiying Zhao, Yuedong Yang
- Briefings Bioinform. 2023
- Readers: Everyone

Co-Authors

View all 27 co-authors