Zhihua Wang

31 papers A* 7A 1B 1Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards Trustworthy Dialogue Systems With Advanced Out-of-Scope Intent Detection Model.
IEEE Trans. Artif. Intell.
Qing Yin, Zhihua Wang, Liang Bai, Yunya Song, Dong-Ling Xu, Xian Yang
2025 J jnl
A decision support system in precision medicine: contrastive multimodal learning for patient stratification.
Ann. Oper. Res.
Qing Yin, Linda Zhong, Yunya Song, Liang Bai, Zhihua Wang, Chen Li, Yida Xu, Xian Yang
2025 J jnl
Comprehend Then Predict: Prompting Large Language Models for Recommendation with Semantic and Collaborative Data.
ACM Trans. Inf. Syst.
Zhiang Dong, Liya Hu, Jingyuan Chen, Zhihua Wang, Fei Wu
2025 J jnl
Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records.
CoRR
Yili He, Yan Zhu, Peiyao Fu, Ruijie Yang, Tianyi Chen, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2025 — conf
Endo-CLIP: Progressive Self-supervised Pre-training on Raw Colonoscopy Records.
MICCAI (11)
Yili He, Yan Zhu, Peiyao Fu, Ruijie Yang, Tianyi Chen, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2025 J jnl
EndoFinder: Online Lesion Retrieval for Explainable Colorectal Polyp Diagnosis Leveraging Latent Scene Representations.
CoRR
Ruijie Yang, Yan Zhu, Peiyao Fu, Yizhe Zhang, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2025 — conf
Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models.
ACL (1)
Shuai Niu, Jing Ma, Hongzhan Lin, Liang Bai, Zhihua Wang, Richard Yi Da Xu, Yunya Song, Xian Yang
2025 J jnl
Modelling Patient Longitudinal Data for Clinical Decision Support: A Case Study on Emerging AI Healthcare Technologies.
Inf. Syst. Frontiers
Shuai Niu, Jing Ma, Qing Yin, Zhihua Wang, Liang Bai, Xian Yang
2025 J jnl
Networked Instrumental Variable for Treatment Effect Estimation With Unobserved Confounders.
IEEE Trans. Knowl. Data Eng.
Ziyu Zhao, Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Bo Li, Zhihua Wang, Fei Wu
2025 J jnl
One-shot synthesis of rare gastrointestinal lesions improves diagnostic accuracy and clinical training.
CoRR
Jia Yu, Yan Zhu, Peiyao Fu, Tianyi Chen, Zhihua Wang, Fei Wu, Quanlin Li, Pinghong Zhou, Shuo Wang, Xian Yang
2025 — conf
ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series.
ACL (Findings)
Shuai Niu, Jing Ma, Hongzhan Lin, Liang Bai, Zhihua Wang, Wei Bi, Richard Yi Da Xu, Guo Li, Xian Yang
2025 J jnl
Robust Polyp Detection and Diagnosis Through Compositional Prompt-Guided Diffusion Models.
IEEE Trans. Medical Imaging
Jia Yu, Yan Zhu, Peiyao Fu, Tianyi Chen, Junbo Huang, Quanlin Li, Pinghong Zhou, Zhihua Wang, Fei Wu, Shuo Wang, Xian Yang
2025 J jnl
Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models.
CoRR
Jia Yu, Yan Zhu, Peiyao Fu, Tianyi Chen, Junbo Huang, Quanlin Li, Pinghong Zhou, Zhihua Wang, Fei Wu, Shuo Wang, Xian Yang
2025 J jnl
Unlocking Multimodal Integration in EHRs: A Prompt Learning Framework for Language and Time Series Fusion.
CoRR
Shuai Niu, Jing Ma, Hongzhan Lin, Liang Bai, Zhihua Wang, Wei Bi, Yida Xu, Guo Li, Xian Yang
2024 A* conf
Active Retrosynthetic Planning Aware of Route Quality.
ICLR
Luotian Yuan, Yemin Yu, Ying Wei, Yongwei Wang, Zhihua Wang, Fei Wu
2024 J jnl
EHR-KnowGen: Knowledge-enhanced multimodal learning for disease diagnosis generation.
Inf. Fusion
Shuai Niu, Jing Ma, Liang Bai, Zhihua Wang, Li Guo, Xian Yang
2024 — conf
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis.
MICCAI (10)
Ruijie Yang, Yan Zhu, Peiyao Fu, Yizhe Zhang, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2024 J jnl
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis.
CoRR
Ruijie Yang, Yan Zhu, Peiyao Fu, Yizhe Zhang, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2024 J jnl
Multimodal Clinical Reasoning through Knowledge-augmented Rationale Generation.
CoRR
Shuai Niu, Jing Ma, Liang Bai, Zhihua Wang, Yida Xu, Yunya Song, Xian Yang
2024 A* conf
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction.
AAAI
Yemin Yu, Luotian Yuan, Ying Wei, Hanyu Gao, Fei Wu, Zhihua Wang, Xinhai Ye
2023 — conf
Attention-Based RNA Secondary Structure Prediction.
CICAI (2)
Liya Hu, Xinyi Yang, Yuxuan Si, Jingyuan Chen, Xinhai Ye, Zhihua Wang, Fei Wu
2023 A* conf
Learning Chemical Rules of Retrosynthesis with Pre-training.
AAAI
Yinjie Jiang, Ying Wei, Fei Wu, Zhengxing Huang, Kun Kuang, Zhihua Wang
2023 A* conf
Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation.
AAAI
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqing Zhu, Yuxuan Liu, Bo Li, Furui Liu, Zhihua Wang, Fei Wu
2023 A* conf
PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios.
NeurIPS
Liya Hu, Zhiang Dong, Jingyuan Chen, Guifeng Wang, Zhihua Wang, Zhou Zhao, Fei Wu
2023 A conf
RTANet: Recommendation Target-Aware Network Embedding.
ICWSM
Qimeng Cao, Qing Yin, Yunya Song, Zhihua Wang, Yujun Chen, Richard Yi Da Xu, Xian Yang
2023 J jnl
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction.
CoRR
Yemin Yu, Luotian Yuan, Ying Wei, Hanyu Gao, Xinhai Ye, Zhihua Wang, Fei Wu
2022 A* conf
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder.
NeurIPS
Qi Tian, Kun Kuang, Kelu Jiang, Furui Liu, Zhihua Wang, Fei Wu
2022 J jnl
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder.
CoRR
Qi Tian, Kun Kuang, Kelu Jiang, Furui Liu, Zhihua Wang, Fei Wu
2022 B conf
Improving Deep Embedded Clustering via Learning Cluster-level Representations.
COLING
Qing Yin, Zhihua Wang, Yunya Song, Richard Yida Xu, Shuai Niu, Liang Bai, Yike Guo, Xian Yang
2022 A* conf
The Role of Deconfounding in Meta-learning.
ICML
Yinjie Jiang, Zhengyu Chen, Kun Kuang, Luotian Yuan, Xinhai Ye, Zhihua Wang, Fei Wu, Ying Wei
2022 J jnl
Treatment Effect Estimation with Unmeasured Confounders in Data Fusion.
CoRR
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqing Zhu, Yuxuan Liu, Bo Li, Furui Liu, Zhihua Wang, Fei Wu