Muchao Ye - RankMe

37 papers A* 14A 3Journal 16Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ER-MIA: Black-Box Adversarial Memory Injection Attacks on Long-Term Memory-Augmented Large Language Models. CoRR Mitchell Piehl, Zhaohan Xi, Zuobin Xiong, Pan He, Muchao Ye
2026	J	`jnl`	SRVAU-R1: Enhancing Video Anomaly Understanding via Reflection-Aware Learning. CoRR Zihao Zhao, Shengting Cao, Muchao Ye
2026	J	`jnl`	The Value of Variance: Mitigating Debate Collapse in Multi-Agent Systems via Uncertainty-Driven Policy Optimization. CoRR Luoxi Tang, Yuqiao Meng, Joseph Costa, Yingxue Zhang, Muchao Ye, Zhaohan Xi
2026	J	`jnl`	Understanding Real-World Traffic Safety through RoadSafe365 Benchmark. CoRR Xinyu Liu, Darryl C. Jacob, Yuxin Liu, Xinsong Du, Muchao Ye, Bolei Zhou, Pan He
2025	J	`jnl`	Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots. CoRR Xiaoqun Liu, Jiacheng Liang, Qiben Yan, Muchao Ye, Jinyuan Jia, Zhaohan Xi
2025	A*	`conf`	Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise. EMNLP Xiaoqun Liu, Jiacheng Liang, Luoxi Tang, Muchao Ye, Weicheng Ma, Zhaohan Xi
2025	J	`jnl`	POLAR: Automating Cyber Threat Prioritization through LLM-Powered Assessment. CoRR Luoxi Tang, Yuqiao Meng, Ankita Patra, Weicheng Ma, Muchao Ye, Zhaohan Xi
2025	—	`conf`	Shadow-Activated Backdoor Attacks on Multimodal Large Language Models. ACL (Findings) Ziyi Yin, Muchao Ye, Yuanpu Cao, Jiaqi Wang, Aofei Chang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2025	A*	`conf`	VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models. CVPR Muchao Ye, Weiyang Liu, Pan He
2024	J	`jnl`	Buckle Up: Robustifying LLMs at Every Customization Stage via Data Curation. CoRR Xiaoqun Liu, Jiacheng Liang, Luoxi Tang, Chenyu You, Muchao Ye, Zhaohan Xi
2024	A*	`conf`	Recent Advances in Predictive Modeling with Electronic Health Records. IJCAI Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma
2024	J	`jnl`	Recent Advances in Predictive Modeling with Electronic Health Records. CoRR Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma
2024	J	`jnl`	Robustifying Safety-Aligned Large Language Models through Clean Data Curation. CoRR Xiaoqun Liu, Jiacheng Liang, Muchao Ye, Zhaohan Xi
2024	—	`conf`	Sharpness-Aware Optimization for Real-World Adversarial Attacks for Diverse Compute Platforms with Enhanced Transferability. CVPR Workshops Muchao Ye, Xiang Xu, Qin Zhang, Jonathan Wu
2024	J	`jnl`	VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models. CoRR Muchao Ye, Weiyang Liu, Pan He
2024	A*	`conf`	VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models. AAAI Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2024	J	`jnl`	VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models. CoRR Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2023	A*	`conf`	PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text. KDD Muchao Ye, Jinghui Chen, Chenglin Miao, Han Liu, Ting Wang, Fenglong Ma
2023	A*	`conf`	UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation. NeurIPS Muchao Ye, Ziyi Yin, Tianrong Zhang, Tianyu Du, Jinghui Chen, Ting Wang, Fenglong Ma
2023	A*	`conf`	VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models. NeurIPS Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2023	J	`jnl`	VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models. CoRR Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2022	A*	`conf`	LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization. KDD Muchao Ye, Jinghui Chen, Chenglin Miao, Ting Wang, Fenglong Ma
2022	—	`conf`	MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. BIBM Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Houping Xiao, Ting Wang, Fenglong Ma
2022	A*	`conf`	MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data. ICDM Suhan Cui, Junyu Luo, Muchao Ye, Jiaqi Wang, Ting Wang, Fenglong Ma
2022	A	`conf`	QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog. WACV Muchao Ye, Quanzeng You, Fenglong Ma
2022	A*	`conf`	TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text. AAAI Muchao Ye, Chenglin Miao, Ting Wang, Fenglong Ma
2021	A*	`conf`	Advances in Mining Heterogeneous Healthcare Data. KDD Fenglong Ma, Muchao Ye, Junyu Luo, Cao Xiao, Jimeng Sun
2021	J	`jnl`	MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. CoRR Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Ting Wang, Fenglong Ma
2021	A*	`conf`	MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths. WWW Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma
2021	A	`conf`	MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text. CIKM Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma
2021	—	`conf`	Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. ACL/IJCNLP (1) Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma
2021	J	`jnl`	Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. CoRR Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma
2020	J	`jnl`	A Benchmark Dataset for Understandable Medical Language Translation. CoRR Junyu Luo, Zifei Zheng, Hanzhong Ye, Muchao Ye, Yaqing Wang, Quanzeng You, Cao Xiao, Fenglong Ma
2020	J	`jnl`	FedSemi: An Adaptive Federated Semi-Supervised Learning Framework. CoRR Zewei Long, Liwei Che, Yaqing Wang, Muchao Ye, Junyu Luo, Jinze Wu, Houping Xiao, Fenglong Ma
2020	A*	`conf`	HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. KDD Junyu Luo, Muchao Ye, Cao Xiao, Fenglong Ma
2020	A	`conf`	LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction. CIKM Muchao Ye, Junyu Luo, Cao Xiao, Fenglong Ma
2019	A*	`conf`	AnoPCN: Video Anomaly Detection via Deep Predictive Coding Network. ACM Multimedia Muchao Ye, Xiaojiang Peng, Weihao Gan, Wei Wu, Yu Qiao