Qinkai Yu

26 papers A* 1A 1B 1Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Leveraging Persistence Image to Enhance Robustness and Performance in Curvilinear Structure Segmentation.
CoRR
Zhuangzhi Gao, Feixiang Zhou, He Zhao, Xiuju Chen, Xiaoxin Li, Qinkai Yu, Yitian Zhao, Alena Shantsila, Gregory Yoke Hong Lip, Eduard Shantsila, Yalin Zheng
2026 J jnl
StealthMark: Harmless and Stealthy Ownership Verification for Medical Segmentation via Uncertainty-Guided Backdoors.
CoRR
Qinkai Yu, Chong Zhang, Gaojie Jin, Tianjin Huang, Wei Zhou, Wenhui Li, Xiaobo Jin, Bo Huang, Yitian Zhao, Guang Yang, Gregory Yoke Hong Lip, Yalin Zheng, Aline Villavicencio, Yanda Meng
2026 J jnl
StealthMark: Harmless and Stealthy Ownership Verification for Medical Segmentation via Uncertainty-Guided Backdoors.
IEEE Trans. Image Process.
Qinkai Yu, Chong Zhang, Gaojie Jin, Tianjin Huang, Wei Zhou, Wenhui Li, Xiaobo Jin, Bo Huang, Yitian Zhao, Guang Yang, Gregory Yoke Hong Lip, Yalin Zheng, Aline Villavicencio, Yanda Meng
2025 J jnl
A Clinician-Friendly Platform for Ophthalmic Image Analysis Without Technical Barriers.
CoRR
Meng Wang, Tian Lin, Qingshan Hou, Aidi Lin, Jingcheng Wang, Qingsheng Peng, Truong X. Nguyen, Danqi Fang, Ke Zou, Ting Xu, Cancan Xue, Ten Cheer Quek, Qinkai Yu, Minxin Liu, Hui Zhou, Zixuan Xiao, Guiqin He, Huiyu Liang, Tingkun Shi, Man Chen, Linna Liu, Yuanyuan Peng, Lianyu Wang, Qiuming Hu, Junhong Chen, Zhenhua Zhang, Cheng Chen, Yitian Zhao, Dianbo Liu, Jianhua Wu, Xinjian Chen, Changqing Zhang, Triet Thanh Nguyen, Yanda Meng, Yalin Zheng, Yih Chung Tham, Carol Y. Cheung, Huazhu Fu, Haoyu Chen, Ching-Yu Cheng
2025 B conf
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
COLING
Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang
2025 J jnl
GROK: From Quantitative Biomarkers to Qualitative Diagnosis via a Grounded MLLM with Knowledge-Guided Instruction.
CoRR
Zhuangzhi Gao, Hongyi Qin, He Zhao, Qinkai Yu, Feixiang Zhou, Eduard Shantsila, Uazman Alam, Alena Shantsila, Wahbi K. El-Bouri, Gregory Yoke Hong Lip, Yalin Zheng
2025 — conf
Parameterized Diffusion Optimization Enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading.
MICCAI (15)
Qinkai Yu, Wei Zhou, Hantao Liu, Yanyu Xu, Meng Wang, Yitian Zhao, Huazhu Fu, Xujiong Ye, Yalin Zheng, Yanda Meng
2025 J jnl
Parameterized Diffusion Optimization enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading.
CoRR
Qinkai Yu, Wei Zhou, Hantao Liu, Yanyu Xu, Meng Wang, Yitian Zhao, Huazhu Fu, Xujiong Ye, Yalin Zheng, Yanda Meng
2025 — conf
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport.
MICCAI (15)
Qinkai Yu, Jianyang Xie, Yitian Zhao, Cheng Chen, Lijun Zhang, Liming Chen, Jun Cheng, Lu Liu, Yalin Zheng, Yanda Meng
2025 J jnl
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport.
CoRR
Qinkai Yu, Jianyang Xie, Yitian Zhao, Cheng Chen, Lijun Zhang, Liming Chen, Jun Cheng, Lu Liu, Yalin Zheng, Yanda Meng
2025 J jnl
Two-stage effective attentional generative adversarial network.
Appl. Intell.
Mingyu Jin, Qinkai Yu, Chong Zhang, Haochen Xue, Shuliang Zhao
2025 A conf
Uncertainty Quantification for Multiple-Choice Questions is Just One-Token Deep.
CIKM
Qingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Guangyan Sun, Yanda Meng, Shiqing Ma, Qifan Wang, Felix Juefei-Xu, Fan Yang, Kaize Ding, Ruixiang Tang, Yongfeng Zhang
2024 — conf
Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning.
ACCV (8)
Chong Zhang, Mingyu Jin, Qinkai Yu, Haochen Xue, Shreyank N. Gowda, Xiaobo Jin
2024 — conf
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting.
MICCAI (1)
Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng
2024 J jnl
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting.
CoRR
Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng
2024 J jnl
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?
CoRR
Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang
2024 A* conf
Goal-Guided Generative Prompt Injection Attack on Large Language Models.
ICDM
Chong Zhang, Mingyu Jin, Qinkai Yu, Chengzhi Liu, Haochen Xue, Xiaobo Jin
2024 J jnl
Goal-guided Generative Prompt Injection Attack on Large Language Models.
CoRR
Chong Zhang, Mingyu Jin, Qinkai Yu, Chengzhi Liu, Haochen Xue, Xiaobo Jin
2024 J jnl
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.
CoRR
Mingyu Jin, Qinkai Yu, Dong Shu, Chong Zhang, Lizhou Fan, Wenyue Hua, Suiyuan Zhu, Yanda Meng, Zhenting Wang, Mengnan Du, Yongfeng Zhang
2024 — conf
The Impact of Reasoning Step Length on Large Language Models.
ACL (Findings)
Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du
2024 J jnl
The Impact of Reasoning Step Length on Large Language Models.
CoRR
Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du
2024 J jnl
Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities.
CoRR
Mingyu Jin, Hua Tang, Chong Zhang, Qinkai Yu, Chengzhi Liu, Suiyuan Zhu, Yongfeng Zhang, Mengnan Du
2024 J jnl
Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities.
SIGKDD Explor.
Hua Tang, Chong Zhang, Mingyu Jin, Qinkai Yu, Zhenting Wang, Xiaobo Jin, Yongfeng Zhang, Mengnan Du
2024 J jnl
Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models.
CoRR
Qingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Zihao Zhou, Guangyan Sun, Yanda Meng, Shiqing Ma, Qifan Wang, Felix Juefei-Xu, Kaize Ding, Fan Yang, Ruixiang Tang, Yongfeng Zhang
2023 J jnl
A Simple and Effective Baseline for Attentional Generative Adversarial Networks.
CoRR
Mingyu Jin, Chong Zhang, Qinkai Yu, Haochen Xue, Xiaobo Jin, Xi Yang
2023 J jnl
Metric Learning for Projections Bias of Generalized Zero-shot Learning.
CoRR
Chong Zhang, Mingyu Jin, Qinkai Yu, Haochen Xue, Xiaobo Jin