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Zhihao Ding
PhD student, The Hong Kong Polytechnic University, Hong Kong Polytechnic University
Joined
September 2022
Names
Zhihao Ding
(Preferred)
,
ZHIHAO DING
Emails
****@connect.polyu.hk
(Confirmed)
,
****@connect.polyu.hk
(Confirmed)
,
****@stu.xjtu.edu.cn
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
PhD student
The Hong Kong Polytechnic University, Hong Kong Polytechnic University
(comp.polyu.edu.hk)
2022
–
Present
MS student
Xi'an Jiaotong University
(xjtu.edu.cn)
2019
–
2022
Undergrad student
Northeastern University
(neu.edu.cn)
2015
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Jieming Shi
2022
–
Present
Expertise
large language models
2025
–
Present
table understanding
2024
–
2025
graph neural networks
2019
–
2024
Publications
Token-Efficient Long-Term Interest Sketching and Internalized Reasoning for LLM-based Recommendation
Zhihao Ding
,
Jinming Li
,
Shuai Mu
,
Jieming Shi
ICLR 2026 Poster
Readers:
Everyone
Large Language Models are in-Context Molecule Learners
Jiatong Li
,
Wei Liu
,
Zhihao Ding
,
Wenqi Fan
,
Yuqiang Li
,
Qing Li
IEEE Trans. Knowl. Data Eng. 2025
Readers:
Everyone
E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
Yunyang Li
,
Lin Huang
,
Zhihao Ding
,
Xinran Wei
,
Chu Wang
,
Han Yang
,
Zun Wang
,
Chang Liu
,
Yu Shi
,
Peiran Jin
,
Tao Qin
,
Mark Gerstein
,
Jia Zhang
NeurIPS 2025 spotlight
Readers:
Everyone
TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation
Ziang Zhou
,
Zhihao Ding
,
Jieming Shi
,
Li Qing
,
Shiqi Shen
ICML 2025 poster
Readers:
Everyone
TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation
Ziang Zhou
,
Zhihao Ding
,
Jieming Shi
,
Qing Li
,
Shiqi Shen
ICML 2025
Readers:
Everyone
E2Former: A Linear-time Efficient and Equivariant Transformer for Scalable Molecular Modeling
Yunyang Li
,
Lin Huang
,
Zhihao Ding
,
Chu Wang
,
Xinran Wei
,
Han Yang
,
Zun Wang
,
Chang Liu
,
Yu Shi
,
Peiran Jin
,
Jia Zhang
,
Mark Gerstein
,
Tao Qin
CoRR 2025
Readers:
Everyone
Retrieve-and-Verify: A Table Context Selection Framework for Accurate Column Annotations
Zhihao Ding
,
Yongkang Sun
,
Jieming Shi
Proc. ACM Manag. Data 2025
Readers:
Everyone
RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction
Zhihao Ding
,
Ting Zhang
,
Yiran Li
,
Jieming Shi
,
Chen Jason Zhang
AAAI 2025
Readers:
Everyone
Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs
Zhihao Ding
,
Jieming Shi
,
Qing Li
,
Jiannong Cao
CIKM 2024
Readers:
Everyone
SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection
Zhihao Ding
,
Jieming Shi
,
Shiqi Shen
,
Xuequn Shang
,
Jiannong Cao
,
Zhipeng Wang
,
Zhi Gong
CIKM 2024
Readers:
Everyone
View all 14 publications
Co-Authors
Chang Liu
Chao Shen
Chen Jason Zhang
Chu Wang
Chunchen Su
Han Yang
Jia Zhang
Jiannong Cao
Jiatong Li
Jieming Shi
Jinming Li
Li Qing
Lin Huang
Lingling Tong
Mark Gerstein
Peiran Jin
Qing Li
Shiqi Shen
Shuai Mu
Shuting Guo
Tao Qin
Tianyi Yue
Ting Zhang
Wei Liu
Wenqi Fan
View all 41 co-authors