AnoPCN: Video Anomaly Detection via Deep Predictive Coding Network. - Muchao Ye; Xiaojiang Peng; Weihao Gan; Wei Wu 021; Yu Qiao 001 (ACM Multimedia, 2019)

LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction. - Muchao Ye; Junyu Luo 001; Cao Xiao; Fenglong Ma (CIKM, 2020)

HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. - Junyu Luo 001; Muchao Ye; Cao Xiao; Fenglong Ma (KDD, 2020)

A Benchmark Dataset for Understandable Medical Language Translation. - Junyu Luo 001; Zifei Zheng; Hanzhong Ye; Muchao Ye; Yaqing Wang 001; Quanzeng You; Cao Xiao; Fenglong Ma (CoRR, 2020)

FedSemi: An Adaptive Federated Semi-Supervised Learning Framework. - Zewei Long; Liwei Che; Yaqing Wang 001; Muchao Ye; Junyu Luo 001; Jinze Wu; Houping Xiao; Fenglong Ma (CoRR, 2020)

Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. - Xingyi Yang; Muchao Ye; Quanzeng You; Fenglong Ma (ACL/IJCNLP (1), 2021)

MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text. - Muchao Ye; Suhan Cui; Yaqing Wang 001; Junyu Luo 001; Cao Xiao; Fenglong Ma (CIKM, 2021)

Advances in Mining Heterogeneous Healthcare Data. - Fenglong Ma; Muchao Ye; Junyu Luo 001; Cao Xiao; Jimeng Sun 001 (KDD, 2021)

MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths. - Muchao Ye; Suhan Cui; Yaqing Wang 001; Junyu Luo 001; Cao Xiao; Fenglong Ma (WWW, 2021)

MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. - Muchao Ye; Junyu Luo 001; Guanjie Zheng; Cao Xiao; Ting Wang 006; Fenglong Ma (CoRR, 2021)

TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text. - Muchao Ye; Chenglin Miao; Ting Wang 006; Fenglong Ma (AAAI, 2022)

MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. - Muchao Ye; Junyu Luo 001; Guanjie Zheng; Cao Xiao; Houping Xiao; Ting Wang 006; Fenglong Ma (BIBM, 2022)

MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data. - Suhan Cui; Junyu Luo 001; Muchao Ye; Jiaqi Wang 002; Ting Wang 006; Fenglong Ma (ICDM, 2022)

LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization. - Muchao Ye; Jinghui Chen; Chenglin Miao; Ting Wang 006; Fenglong Ma (KDD, 2022)

QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog. - Muchao Ye; Quanzeng You; Fenglong Ma (WACV, 2022)

PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text. - Muchao Ye; Jinghui Chen; Chenglin Miao; Han Liu 008; Ting Wang 006; Fenglong Ma (KDD, 2023)

VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models. - Ziyi Yin 003; Muchao Ye; Tianrong Zhang; Tianyu Du; Jinguo Zhu; Han Liu 008; Jinghui Chen; Ting Wang 006; Fenglong Ma (NeurIPS, 2023)

UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation. - Muchao Ye; Ziyi Yin 003; Tianrong Zhang; Tianyu Du; Jinghui Chen; Ting Wang 006; Fenglong Ma (NeurIPS, 2023)

VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models. - Ziyi Yin 003; Muchao Ye; Tianrong Zhang; Jiaqi Wang 002; Han Liu 008; Jinghui Chen; Ting Wang 006; Fenglong Ma (AAAI, 2024)

Sharpness-Aware Optimization for Real-World Adversarial Attacks for Diverse Compute Platforms with Enhanced Transferability. - Muchao Ye; Xiang Xu; Qin Zhang; Jonathan Wu 002 (CVPR Workshops, 2024)

Recent Advances in Predictive Modeling with Electronic Health Records. - Jiaqi Wang 002; Junyu Luo 001; Muchao Ye; Xiaochen Wang 002; Yuan Zhong 002; Aofei Chang; Guanjie Huang; Ziyi Yin 003; Cao Xiao; Jimeng Sun 001; Fenglong Ma (IJCAI, 2024)

Robustifying Safety-Aligned Large Language Models through Clean Data Curation. - Xiaoqun Liu; Jiacheng Liang; Muchao Ye; Zhaohan Xi (CoRR, 2024)

Buckle Up: Robustifying LLMs at Every Customization Stage via Data Curation. - Xiaoqun Liu; Jiacheng Liang; Luoxi Tang; Chenyu You; Muchao Ye; Zhaohan Xi (CoRR, 2024)

Shadow-Activated Backdoor Attacks on Multimodal Large Language Models. - Ziyi Yin 003; Muchao Ye; Yuanpu Cao; Jiaqi Wang 002; Aofei Chang; Han Liu 008; Jinghui Chen; Ting Wang 006; Fenglong Ma (ACL (Findings), 2025)

VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models. - Muchao Ye; Weiyang Liu; Pan He (CVPR, 2025)

Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots. - Xiaoqun Liu; Jiacheng Liang; Qiben Yan; Muchao Ye; Jinyuan Jia; Zhaohan Xi (CoRR, 2025)