Huaming Chen

27 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

CIKM ×4 AAAI ×3 WWW ×3 FSE ×2 ICDM ×2 ICLR ×2 ICML ×2 ICWS ×2 ACM MM ×1 ASE ×1 ECML-PKDD ×1 ICCV ×1 SDM ×1 SIGKDD ×1 UAI ×1

Frequent coauthors

Zhiyu Zhu

×12

Zhibo Jin

×12

Xinyi Wang

×11

Jiayu Zhang

×11

Jun Shen

×7

Haoran Li

×5

Jiahua Shi

×5

Haolin Jin

×4

Qingwen Zeng

×4

Huan Wang

×4

Jun Yan

×4

Kim-Kwang Raymond Choo

×4

Papers

Deliverables Are Not Understanding in the AI Era: Reforming Full-Stack Development Education with Continuous Interactive Learning
FSE 2026 ·
Haolin Jin
,
Jiawen Wen
,
Zhaoge Bi
,
Linghan Huang
, Huaming Chen
Human-aligned AI Model Cards with Weighted Hierarchy Architecture
FSE 2026 ·
Pengyue Yang
,
Haolin Jin
,
Qingwen Zeng
,
Jiawen Wen
,
Harry Rao
, Huaming Chen
K&L: Penetrating Backdoor Defense with Key and Locks
WWW 2026 ·
Xinyi Wang
,
Jiayu Zhang
,
Zhiyu Zhu
,
Zhibo Jin
,
Dong Yuan
, Huaming Chen
Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating
AAAI 2026 ·
Huan Wang
,
Haoran Li
,
Yuxin Lin
, Huaming Chen,
Jun Yan
,
Lijuan Wang
,
Jiahua Shi
,
Qihao Xu
,
Yongting Hu
,
Yong Xu
,
Jun Shen
Trust in One Round: Confidence Estimation for Large Language Models via Structural Signals
WWW 2026 ·
Pengyue Yang
,
Jiawen Wen
,
Haolin Jin
,
Linghan Huang
, Huaming Chen,
Ling Chen
Construction of Domain-Specific Knowledge Graph for Advanced Persistent Threat Behaviour Analysis and Detection
WWW 2025 ·
Yitian Yang
, Huaming Chen
DAMA: A Dual Alignment Framework for Enhanced LLM-Powered Recommendations
ICDM 2025 ·
Qingwen Zeng
,
Lining Chen
,
Jushang Qiu
,
Fangchen Liu
, Huaming Chen,
Ling Chen
FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning
ICCV 2025 ·
Huan Wang
,
Haoran Li
, Huaming Chen,
Jun Yan
,
Jiahua Shi
,
Jun Shen
FedSC: Federated Learning with Semantic-Aware Collaboration
SIGKDD 2025 ·
Huan Wang
,
Haoran Li
, Huaming Chen,
Jun Yan
,
Jiahua Shi
,
Jun Shen
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
ICWS 2025 ·
Huan Wang
,
Haoran Li
, Huaming Chen,
Jun Yan
,
Lijuan Wang
,
Jiahua Shi
,
Shiping Chen
,
Jun Shen
Foe for Fraud: Transferable Adversarial Attacks in Credit Card Fraud Detection
ICWS 2025 ·
Jan Lum Fok
,
Qingwen Zeng
,
Shiping Chen
,
Oscar Fawkes
, Huaming Chen
Improving Adversarial Transferability via Decision Boundary Adaptation
UAI 2025 ·
Jiayu Zhang
,
Zhiyu Zhu
,
Zhibo Jin
,
Xinyi Wang
, Huaming Chen,
Kim-Kwang Raymond Choo
M-LLM3REC: A Motivation-Aware User-Item Interaction Framework for Enhancing Recommendation Accuracy with LLMs
CIKM 2025 ·
Lining Chen
,
Qingwen Zeng
, Huaming Chen
PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-regression AdvGAN
ECML-PKDD 2025 ·
Jiayu Zhang
,
Zhiyu Zhu
,
Xinyi Wang
,
Silin Liao
,
Zhibo Jin
,
Flora Salim
, Huaming Chen
Rethinking Lipschitzness Data-free Backdoor Defense
CIKM 2025 ·
Xinyi Wang
,
Zhiyu Zhu
,
Zhibo Jin
, Huaming Chen,
Teng Joon Lim
Splitting & Integrating: Out-of-Distribution Detection via Adversarial Gradient Attribution
ICML 2025 ·
Jiayu Zhang
,
Xinyi Wang
,
Zhibo Jin
,
Zhiyu Zhu
,
Jianlong Zhou
,
Fang Chen
, Huaming Chen
Uncovering Systematic Failures of LLMs in Verifying Code Against Natural Language Specifications
ASE 2025 ·
Haolin Jin
, Huaming Chen
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling
AAAI 2025 ·
Haoran Li
,
Xingjian Li
,
Jiahua Shi
, Huaming Chen,
Bo Du
,
Daisuke Kihara
,
Johan Barthélemy
,
Jun Shen
,
Min Xu
AttEXplore: Attribution for Explanation with model parameters eXploration
ICLR 2024 ·
Zhiyu Zhu
, Huaming Chen,
Jiayu Zhang
,
Xinyi Wang
,
Zhibo Jin
,
Jason Xue
,
Flora D. Salim
CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence
ICDM 2024 ·
Zao Zhang
, Huaming Chen,
Pei Ning
,
Nan Yang
,
Dong Yuan
Enhancing Model Interpretability with Local Attribution over Global Exploration
ACM MM 2024 ·
Zhiyu Zhu
,
Zhibo Jin
,
Jiayu Zhang
, Huaming Chen
Enhancing Transferable Adversarial Attacks on Vision Transformers through Gradient Normalization Scaling and High-Frequency Adaptation
ICLR 2024 ·
Zhiyu Zhu
,
Xinyi Wang
,
Zhibo Jin
,
Jiayu Zhang
, Huaming Chen
GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model
SDM 2024 ·
Zhiyu Zhu
, Huaming Chen,
Xinyi Wang
,
Jiayu Zhang
,
Zhibo Jin
,
Kim-Kwang Raymond Choo
,
Jun Shen
,
Dong Yuan
Improving Adversarial Transferability via Frequency-Guided Sample Relevance Attack
CIKM 2024 ·
Xinyi Wang
,
Zhibo Jin
,
Zhiyu Zhu
,
Jiayu Zhang
, Huaming Chen
Iterative Search Attribution for Deep Neural Networks
ICML 2024 ·
Zhiyu Zhu
, Huaming Chen,
Xinyi Wang
,
Jiayu Zhang
,
Zhibo Jin
,
Jason Xue
,
Jun Shen
MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks
AAAI 2024 ·
Zhiyu Zhu
, Huaming Chen,
Jiayu Zhang
,
Xinyi Wang
,
Zhibo Jin
,
Minhui Xue
,
Dongxiao Zhu
,
Kim-Kwang Raymond Choo
Trustworthy and Responsible AI for Information and Knowledge Management System
CIKM 2024 · Huaming Chen,
Jun Zhuang
,
Yu Yao
,
Wei Jin
,
Haohan Wang
,
Yong Xie
,
Chi-Hung Chi
,
Kim-Kwang Raymond Choo