OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Liangwei Nathan Zheng
PhD student, School of Computer and Mathematical Sciences, University of Adelaide
Joined
October 2023
Names
Liangwei Nathan Zheng
(Preferred)
,
Liangwei Zheng
Emails
****@adelaide.edu.au
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
School of Computer and Mathematical Sciences,
University of Adelaide
(adelaide.edu.au)
2024
–
2027
Advisors, Relations & Conflicts
PhD Advisor
Mingyu Guo
2025
–
2027
PhD Advisor
Weitong Chen
2024
–
2027
PhD Advisor
Wei Emma Zhang
2024
–
2027
PhD Advisor
Lin Yue
2024
–
2027
PhD Advisor
Miao Xu
2024
–
2027
PhD Advisor
Olaf Maennel
2024
–
2027
Coauthor
Chang Dong
2024
–
2027
Coauthor
Wenhao Liang
2024
–
2027
Expertise
Machine Learning
Present
Multimodal
Present
Meidcal AI
2022
–
Present
Deep Learning
2022
–
Present
Publications
Rethinking Gating Mechanism in Sparse MoE: Handling Arbitrary Modality Inputs with Confidence-Guided Gate
Liangwei Nathan Zheng
,
Wei Emma Zhang
,
Mingyu Guo
,
Miao Xu
,
Olaf Maennel
,
Weitong Chen
Submitted to ICLR 2026
Readers:
Everyone
Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction
Liangwei Nathan Zheng
,
Chang George Dong
,
Wei Emma Zhang
,
Xin Chen
,
Lin Yue
,
Weitong Chen
CoRR 2024
Readers:
Everyone
Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble
Chang George Dong
,
Zhengyang David Li
,
Liangwei Nathan Zheng
,
Weitong Chen
,
Wei Emma Zhang
CIKM 2024
Readers:
Everyone
Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics
Liangwei Nathan Zheng
,
Zhengyang Li
,
Chang George Dong
,
Wei Emma Zhang
,
Lin Yue
,
Miao Xu
,
Olaf Maennel
,
Weitong Chen
CoRR 2024
Readers:
Everyone
SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series
Chang George Dong
,
Liangwei Nathan Zheng
,
Weitong Chen
,
Wei Emma Zhang
,
Lin Yue
ICKG 2023
Readers:
Everyone
Co-Authors
Chang George Dong
Lin Yue
Miao Xu
Mingyu Guo
Olaf Maennel
Wei Emma Zhang
Weitong Chen
Xin Chen
Zhengyang David Li
Zhengyang Li