Ya Zhang - RankMe

512 papers A* 83A 22B 9C 10Misc 7Journal 298Unranked 81

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Communication Learning in Multi-Agent Systems From Graph Modeling Perspective. IEEE Trans. Knowl. Data Eng. Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Dacheng Tao
2026	J	`jnl`	Demographic-Aware Self-Supervised Anomaly Detection Pretraining for Equitable Rare Cardiac Diagnosis. CoRR Chaoqin Huang, Zi Zeng, Aofan Jiang, Yuchen Xu, Qing Cao, Kang Chen, Chenfei Chi, Yanfeng Wang, Ya Zhang
2026	J	`jnl`	Dual-granularity Sinkhorn Distillation for Enhanced Learning from Long-Tailed Noisy Data. Mach. Learn. Feng Hong, Yu Huang, Zihua Zhao, Zhihan Zhou, Jiangchao Yao, Dongsheng Li, Ya Zhang, Yanfeng Wang
2026	J	`jnl`	GenMask: Adapting DiT for Segmentation via Direct Mask Generation. CoRR Yuhuan Yang, Xianwei Zhuang, Yuxuan Cai, Chaofan Ma, Shuai Bai, Jiangchao Yao, Ya Zhang, Junyang Lin, Yanfeng Wang
2026	J	`jnl`	Genetic-Enhanced Cross-Entropy reinforcement learning. Neurocomputing Ya Zhang, Ping Huang, Zheng Fu, Rui Zhang
2026	A*	`conf`	MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision. AAAI Shuyang Jiang, Yusheng Liao, Zhe Chen, Ya Zhang, Yanfeng Wang, Yu Wang
2026	J	`jnl`	Miner:Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models. CoRR Shuyang Jiang, Yuhao Wang, Ya Zhang, Yanfeng Wang, Yu Wang
2026	J	`jnl`	PhenoLIP: Integrating Phenotype Ontology Knowledge into Medical Vision-Language Pretraining. CoRR Cheng Liang, Chaoyi Wu, Weike Zhao, Ya Zhang, Yanfeng Wang, Weidi Xie
2026	J	`jnl`	Predicting Neuromodulation Outcome for Parkinson's Disease with Generative Virtual Brain Model. CoRR Siyuan Du, Siyi Li, Shuwei Bai, Ang Li, Haolin Li, Mingqing Xiao, Yang Pan, Dongsheng Li, Weidi Xie, Yanfeng Wang, Ya Zhang, Chencheng Zhang, Jiangchao Yao
2026	J	`jnl`	Privileged information assisted learning from noisy correspondence. Neurocomputing Zihua Zhao, Tianjie Dai, Mengxi Chen, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
2026	J	`jnl`	Prompt tuning with preference ranking for few-shot pre-trained decision transformer. Sci. China Inf. Sci. Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2026	J	`jnl`	USGS: Enhancing sparse view synthesis with unseen viewpoint regularization in 3D Gaussian splatting. Pattern Recognit. Ya Zhang, Jiangshu Wei, Yuchao Wang, Jiajun Liu
2026	A*	`conf`	Versatile Vision-Language Model for 3D Computed Tomography. AAAI Jiayu Lei, Ziqing Fan, Yanyong Zhang, Weidi Xie, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	Active Sampling for Node Attribute Completion on Graphs. CoRR Benyuan Liu, Xu Chen, Yanfeng Wang, Ya Zhang, Zhi Cao, Ivor W. Tsang
2025	J	`jnl`	An Agentic System for Rare Disease Diagnosis with Traceable Reasoning. CoRR Weike Zhao, Chaoyi Wu, Yanjie Fan, Xiaoman Zhang, Pengcheng Qiu, Yuze Sun, Xiao Zhou, Yanfeng Wang, Ya Zhang, Yongguo Yu, Kun Sun, Weidi Xie
2025	Misc	`conf`	AuscMLLM: Bridging Classification and Reasoning in Heart Sound Analysis with a Multimodal Large Language Model. ICASSP Zihan Zhao, Pingjie Wang, Liudan Zhao, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yanfeng Wang, Yu Wang
2025	—	`conf`	AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation. ACL (1) Xiechi Zhang, Zetian Ouyang, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Ya Zhang, Yanfeng Wang, Liang He
2025	J	`jnl`	AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation. CoRR Xiechi Zhang, Zetian Ouyang, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Ya Zhang, Yanfeng Wang, Liang He
2025	J	`jnl`	Boosting Pathology Foundation Models via Few-shot Prompt-tuning for Rare Cancer Subtyping. CoRR Dexuan He, Xiao Zhou, Wenbin Guan, Liyuan Zhang, Xiaoman Zhang, Sinuo Xu, Ge Wang, Lifeng Wang, Xiaojun Yuan, Xin Sun, Yanfeng Wang, Kun Sun, Ya Zhang, Weidi Xie
2025	J	`jnl`	ChatBEV: A Visual Language Model that Understands BEV Maps. CoRR Qingyao Xu, Siheng Chen, Guang Chen, Yanfeng Wang, Ya Zhang
2025	J	`jnl`	ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification. CoRR Ziqing Fan, Cheng Liang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection. CoRR Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
2025	A*	`conf`	Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection. ICLR Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
2025	A*	`conf`	ConText: Driving In-context Learning for Text Removal and Segmentation. ICML Fei Zhang, Pei Zhang, Baosong Yang, Fei Huang, Yanfeng Wang, Ya Zhang
2025	J	`jnl`	ConText: Driving In-context Learning for Text Removal and Segmentation. CoRR Fei Zhang, Pei Zhang, Baosong Yang, Fei Huang, Yanfeng Wang, Ya Zhang
2025	Misc	`conf`	Contrast-Unity for Partially-Supervised Temporal Sentence Grounding. ICASSP Haicheng Wang, Chen Ju, Weixiong Lin, Chaofan Ma, Shuai Xiao, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	Contrast-Unity for Partially-Supervised Temporal Sentence Grounding. CoRR Haicheng Wang, Chen Ju, Weixiong Lin, Chaofan Ma, Shuai Xiao, Ya Zhang, Yanfeng Wang
2025	A*	`conf`	DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models. EMNLP YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025	J	`jnl`	DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models. CoRR YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025	J	`jnl`	Decouple Before Align: Visual Disentanglement Enhances Prompt Tuning. IEEE Trans. Pattern Anal. Mach. Intell. Fei Zhang, Tianfei Zhou, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang
2025	J	`jnl`	Decouple before Align: Visual Disentanglement Enhances Prompt Tuning. CoRR Fei Zhang, Tianfei Zhou, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang
2025	J	`jnl`	Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning. CoRR Zihua Zhao, Feng Hong, Mengxi Chen, Pengyi Chen, Benyuan Liu, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	Dual-granularity Sinkhorn Distillation for Enhanced Learning from Long-tailed Noisy Data. CoRR Feng Hong, Yu Huang, Zihua Zhao, Zhihan Zhou, Jiangchao Yao, Dongsheng Li, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis. CoRR Yusheng Liao, Chaoyi Wu, Junwei Liu, Shuyang Jiang, Pengcheng Qiu, Haowen Wang, Yun Yue, Shuai Zhen, Jian Wang, Qianrui Fan, Jinjie Gu, Ya Zhang, Yanfeng Wang, Yu Wang, Weidi Xie
2025	J	`jnl`	End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning. CoRR Qiaoyu Zheng, Yuze Sun, Chaoyi Wu, Weike Zhao, Pengcheng Qiu, Yongguo Yu, Kun Sun, Yanfeng Wang, Ya Zhang, Weidi Xie
2025	J	`jnl`	Enhancing Spinal Metastasis Detection and Feature Evaluation on Computed Tomography Scans Using Deep-Learning Systems. Adv. Intell. Syst. Zhiyu Wang, Guangyu Yao, Shengyuan Xu, Yifeng Gu, Yujie Chang, Jing Sun, Jingyi Guo, Shiqi Peng, Bolin Lai, Xiaoyun Zhang, Chunbin Wang, Haiying Jiang, Surong Chen, Yanfeng Wang, Ya Zhang, Yuehua Li, Hui Zhao
2025	J	`jnl`	Evolving Diagnostic Agents in a Virtual Clinical Environment. CoRR Pengcheng Qiu, Chaoyi Wu, Junwei Liu, Qiaoyu Zheng, Yusheng Liao, Haowen Wang, Yun Yue, Qianrui Fan, Shuai Zhen, Jian Wang, Jinjie Gu, Yanfeng Wang, Ya Zhang, Weidi Xie
2025	J	`jnl`	Fairness-guided federated training for generalization and personalization in cross-silo federated learning. Frontiers Inf. Technol. Electron. Eng. Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	Few-Shot Anomaly Detection via Category-Agnostic Registration Learning. IEEE Trans. Neural Networks Learn. Syst. Chaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang, Michael W. Spratling, Xinchao Wang, Yanfeng Wang
2025	A*	`conf`	Fine-tuning with Reserved Majority for Noise Reduction. ICLR Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025	Misc	`conf`	FreeSegDiff: Annotation-free Saliency Segmentation with Diffusion Models. ICASSP Chaofan Ma, Yuhuan Yang, Chen Ju, Yue Shi, Ya Zhang, Yanfeng Wang
2025	A	`conf`	G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models. ICME Tianjiao Zhang, Fei Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models. CoRR Tianjiao Zhang, Fei Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	Graph decision transformer for offline reinforcement learning. Sci. China Inf. Sci. Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2025	J	`jnl`	Large-vocabulary segmentation for medical images with text prompts. npj Digit. Medicine Ziheng Zhao, Yao Zhang, Chaoyi Wu, Xiaoman Zhang, Xiao Zhou, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	Learning to Instruct for Visual Instruction Tuning. CoRR Zhihan Zhou, Feng Hong, Jiaan Luo, Jiangchao Yao, Dongsheng Li, Bo Han, Ya Zhang, Yanfeng Wang
2025	—	`conf`	M Agentic AI/CREATE/Clinical MLLMs@MICCAI Jinghao Feng, Qiaoyu Zheng, Chaoyi Wu, Ziheng Zhao, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	M CoRR Jinghao Feng, Qiaoyu Zheng, Chaoyi Wu, Ziheng Zhao, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	MedS CoRR Shuyang Jiang, Yusheng Liao, Zhe Chen, Ya Zhang, Yanfeng Wang, Yu Wang
2025	A	`conf`	MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning. WACV Haoning Wu, Shaocheng Shen, Qiang Hu, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang
2025	A*	`conf`	MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition. ICML Yuhuan Yang, Chaofan Ma, Zhenjie Mao, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition. CoRR Yuhuan Yang, Chaofan Ma, Zhenjie Mao, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2025	A*	`conf`	Multi-Agent System for Comprehensive Soccer Understanding. ACM Multimedia Jiayuan Rao, Zifeng Li, Haoning Wu, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	Multi-Agent System for Comprehensive Soccer Understanding. CoRR Jiayuan Rao, Zifeng Li, Haoning Wu, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	A*	`conf`	Multi-modal Medical Diagnosis via Large-small Model Collaboration. CVPR Wanyi Chen, Zihua Zhao, Jiangchao Yao, Ya Zhang, Jiajun Bu, Haishuai Wang
2025	J	`jnl`	One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution. CoRR Yushun Fang, Yuxiang Chen, Shibo Yin, Qiang Hu, Jiangchao Yao, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang
2025	J	`jnl`	Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling. CoRR Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025	A	`conf`	Prompt Tuning with Diffusion for Few-Shot Pre-trained Policy Generalization. AAMAS Shengchao Hu, Wanru Zhao, Weixiong Lin, Li Shen, Ya Zhang, Dacheng Tao
2025	J	`jnl`	Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases. CoRR Pengcheng Qiu, Chaoyi Wu, Shuyu Liu, Weike Zhao, Zhuoxia Chen, Hongfei Gu, Chuanjin Peng, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis. CoRR Haolin Li, Tianjie Dai, Zhe Chen, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	RECIST IEEE Trans. Image Process. Rushi Jiao, Qiuping Liu, Yao Zhang, Bangzheng Pu, Bingsen Xue, Yi Cheng, Kailan Yang, Xisheng Liu, Jinrong Qu, Cheng Jin, Ya Zhang, Yanfeng Wang, Yu-Dong Zhang
2025	J	`jnl`	RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining. CoRR Tengfei Zhang, Ziheng Zhao, Chaoyi Wu, Xiao Zhou, Ya Zhang, Yangfeng Wang, Weidi Xie
2025	—	`conf`	RadIR: A Scalable Framework for Multi-grained Medical Image Retrieval via Radiology Report Mining. MICCAI (5) Tengfei Zhang, Ziheng Zhao, Chaoyi Wu, Xiao Zhou, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	Redundancy-Adaptive Multimodal Learning for imperfect data. Neural Networks Mengxi Chen, Jiangchao Yao, Linyu Xing, Yu Wang, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	Rethinking Whole-Body CT Image Interpretation: An Abnormality-Centric Approach. CoRR Ziheng Zhao, Lisong Dai, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	SLIDE: A Unified Mesh and Texture Generation Framework with Enhanced Geometric Control and Multi-view Consistency. Int. J. Comput. Vis. Jinyi Wang, Zhaoyang Lyu, Ben Fei, Jiangchao Yao, Ya Zhang, Bo Dai, Dahua Lin, Ying He, Yanfeng Wang
2025	J	`jnl`	SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation. CoRR Zhenjie Mao, Yuhuan Yang, Chaofan Ma, Dongsheng Jiang, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	Slice Segmentation Propagator: Propagating the single slice annotation to 3D volume. Biomed. Signal Process. Control. Tianjiao Zhang, Yanfeng Wang, Weidi Xie, Ya Zhang
2025	J	`jnl`	SpatialScore: Towards Unified Evaluation for Multimodal Spatial Understanding. CoRR Haoning Wu, Xiao Huang, Yaohui Chen, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	A*	`conf`	Towards Universal Soccer Video Understanding. CVPR Jiayuan Rao, Haoning Wu, Hao Jiang, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	Towards evaluating and building versatile large language models for medicine. npj Digit. Medicine Chaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang, Yanfeng Wang, Weidi Xie
2025	J	`jnl`	Uncover the balanced geometry in long-tailed contrastive language-image pretraining. Mach. Learn. Zhihan Zhou, Yushi Ye, Feng Hong, Peisen Zhao, Jiangchao Yao, Ya Zhang, Qi Tian, Yanfeng Wang
2025	J	`jnl`	UniBrain: Universal Brain MRI diagnosis with hierarchical knowledge-enhanced pre-training. Comput. Medical Imaging Graph. Jiayu Lei, Lisong Dai, Haoyun Jiang, Chaoyi Wu, Xiaoman Zhang, Yao Zhang, Jiangchao Yao, Weidi Xie, Yan-Ning Zhang, Yuehua Li, Ya Zhang, Yanfeng Wang
2025	J	`jnl`	Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs. CoRR Feng Hong, Geng Yu, Yushi Ye, Haicheng Huang, Huangjie Zheng, Ya Zhang, Yanfeng Wang, Jiangchao Yao
2024	J	`jnl`	A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis. CoRR Xiao Zhou, Luoyi Sun, Dexuan He, Wenbin Guan, Ruifen Wang, Lifeng Wang, Xin Sun, Kun Sun, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	A*	`conf`	Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images. CVPR Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang
2024	J	`jnl`	Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images. CoRR Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang
2024	J	`jnl`	An objective quantitative diagnosis of depression using a local-to-global multimodal fusion graph neural network. Patterns Shuyu Liu, Jingjing Zhou, Xuequan Zhu, Ya Zhang, Xinzhu Zhou, Shaoting Zhang, Zhi Yang, Ziji Wang, Ruoxi Wang, Yizhe Yuan, Xin Fang, Xiongying Chen, Yanfeng Wang, Ling Zhang, Gang Wang, Cheng Jin
2024	A	`conf`	Annotation-free Audio-Visual Segmentation. WACV Jinxiang Liu, Yu Wang, Chen Ju, Chaofan Ma, Ya Zhang, Weidi Xie
2024	J	`jnl`	Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning. CoRR Aofan Jiang, Chaoqin Huang, Qing Cao, Yuchen Xu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang
2024	A*	`conf`	Audio-Visual Segmentation via Unlabeled Frame Exploitation. CVPR Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Audio-Visual Segmentation via Unlabeled Frame Exploitation. CoRR Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	AuscultaBase: A Foundational Step Towards AI-Powered Body Sound Diagnostics. CoRR Pingjie Wang, Zihan Zhao, Liudan Zhao, Miao He, Xin Sun, Ya Zhang, Kun Sun, Yanfeng Wang, Yu Wang
2024	J	`jnl`	AutoRG-Brain: Grounded Report Generation for Brain MRI. CoRR Jiayu Lei, Xiaoman Zhang, Chaoyi Wu, Lisong Dai, Ya Zhang, Yanyong Zhang, Yanfeng Wang, Weidi Xie, Yuehua Li
2024	J	`jnl`	Balanced Destruction-Reconstruction Dynamics for Memory-Replay Class Incremental Learning. IEEE Trans. Image Process. Yuhang Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Can Modern LLMs Act as Agent Cores in Radiology Environments? CoRR Qiaoyu Zheng, Chaoyi Wu, Pengcheng Qiu, Lisong Dai, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	A*	`conf`	CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios. EMNLP Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He
2024	J	`jnl`	CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios. CoRR Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He
2024	J	`jnl`	Communication Learning in Multi-Agent Systems from Graph Modeling Perspective. CoRR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2024	J	`jnl`	Continual Task Learning through Adaptive Policy Self-Composition. CoRR Shengchao Hu, Yuhang Zhou, Ziqing Fan, Jifeng Hu, Li Shen, Ya Zhang, Dacheng Tao
2024	—	`conf`	DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics. ACL (Findings) YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang
2024	J	`jnl`	DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics. CoRR YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang
2024	A*	`conf`	Diversified Batch Selection for Training Acceleration. ICML Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang
2024	J	`jnl`	Diversified Batch Selection for Training Acceleration. CoRR Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang
2024	A*	`conf`	Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts. ICLR Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts. CoRR Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning. Neural Networks Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang, Siheng Chen, Yanfeng Wang
2024	A*	`conf`	Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters. ICML Yuhang Zhou, Zihua Zhao, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters. CoRR Yuhang Zhou, Zihua Zhao, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge. Medical Image Anal. Kendall Schmidt, Benjamin Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouheb, Robert Marti, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Yaojun Hu, Haochao Ying, Yuyang Xu, Conrad Testagrose, Mutlu Demirer, Vikash Gupta, Ünal Akünal, Markus Bujotzek, Klaus H. Maier-Hein, Yi Qin, Xiaomeng Li, Jayashree Kalpathy-Cramer, Holger R. Roth
2024	J	`jnl`	Federated Adversarial Domain Hallucination for Privacy-Preserving Domain Generalization. IEEE Trans. Multim. Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yiyan Wu, Yanfeng Wang
2024	J	`jnl`	Federated Learning under Partially Class-Disjoint Data via Manifold Reshaping. CoRR Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Federated Learning with Bilateral Curation for Partially Class-Disjoint Data. CoRR Ziqing Fan, Ruipeng Zhang, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Few-Shot Anomaly Detection via Category-Agnostic Registration Learning. CoRR Chaoqin Huang, Haoyan Guan, Aofan Jiang, Yanfeng Wang, Michael W. Spratling, Xinchao Wang, Ya Zhang
2024	J	`jnl`	GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation. CoRR Zhaoyang Lyu, Ben Fei, Jinyi Wang, Xudong Xu, Ya Zhang, Weidong Yang, Bo Dai
2024	A*	`conf`	HPC: Hierarchical Progressive Coding Framework for Volumetric Video. ACM Multimedia Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	HPC: Hierarchical Progressive Coding Framework for Volumetric Video. CoRR Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang
2024	—	`conf`	HSDreport: Heart Sound Diagnosis with Echocardiography Reports. EMNLP (Findings) Zihan Zhao, Pingjie Wang, Liudan Zhao, Yuchen Yang, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yu Wang, Yanfeng Wang
2024	J	`jnl`	HSDreport: Heart Sound Diagnosis with Echocardiography Reports. CoRR Zihan Zhao, Pingjie Wang, Liudan Zhao, Yuchen Yang, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yu Wang, Yanfeng Wang
2024	A*	`conf`	HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. ICML Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	J	`jnl`	HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. CoRR Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	B	`conf`	JOINTRF: End-To-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression. ICIP Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	JointRF: End-to-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression. CoRR Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang
2024	—	`conf`	Knowledge-Enhanced Visual-Language Pretraining for Computational Pathology. ECCV (52) Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie, Yanfeng Wang
2024	J	`jnl`	Knowledge-enhanced Visual-Language Pretraining for Computational Pathology. CoRR Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie, Yanfeng Wang
2024	A*	`conf`	Learning Multi-Agent Communication from Graph Modeling Perspective. ICLR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2024	J	`jnl`	Learning Multi-Agent Communication from Graph Modeling Perspective. CoRR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2024	J	`jnl`	Learning node representations against perturbations. Pattern Recognit. Xu Chen, Yuangang Pan, Ivor W. Tsang, Ya Zhang
2024	J	`jnl`	Learning-based Bone Quality Classification Method for Spinal Metastasis. CoRR Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Hui Zhao
2024	J	`jnl`	LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models. CoRR Haolin Li, Yuhang Zhou, Ziheng Zhao, Siyuan Du, Jiangchao Yao, Weidi Xie, Ya Zhang, Yanfeng Wang
2024	A*	`conf`	Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization. ICML Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang
2024	J	`jnl`	Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization. CoRR Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang
2024	A*	`conf`	Long-tailed Diffusion Models with Oriented Calibration. ICLR Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang
2024	A*	`conf`	Low-Rank Knowledge Decomposition for Medical Foundation Models. CVPR Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Low-Rank Knowledge Decomposition for Medical Foundation Models. CoRR Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities. CoRR Haoning Wu, Ziheng Zhao, Ya Zhang, Weidi Xie, Yanfeng Wang
2024	A	`conf`	MVTexGen: Synthesising 3D Textures Using Multi-View Diffusion. ICME Jinyi Wang, Fei Ben, Huangjie Zheng, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	A*	`conf`	MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. AAAI Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He
2024	J	`jnl`	MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning. CoRR Haoning Wu, Shaocheng Shen, Qiang Hu, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang
2024	A*	`conf`	Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning. CVPR Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning. CoRR Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Multi-modal Prototypes for Open-World Semantic Segmentation. Int. J. Comput. Vis. Yuhuan Yang, Chaofan Ma, Chen Ju, Fei Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	—	`conf`	Multi-sentence Grounding for Long-Term Instructional Video. ECCV (56) Zeqian Li, Qirui Chen, Tengda Han, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	A*	`conf`	On Harmonizing Implicit Subpopulations. ICLR Feng Hong, Jiangchao Yao, Yueming Lyu, Zhihan Zhou, Ivor W. Tsang, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	On Transforming Reinforcement Learning With Transformers: The Development Trajectory. IEEE Trans. Pattern Anal. Mach. Intell. Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao
2024	J	`jnl`	Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang
2024	J	`jnl`	PMC-LLaMA: toward building open-source language models for medicine. J. Am. Medical Informatics Assoc. Chaoyi Wu, Weixiong Lin, Xiaoman Zhang, Ya Zhang, Weidi Xie, Yanfeng Wang
2024	Misc	`conf`	Pre-Post Interaction Learning for Brain Tumor Segmentation with Missing MRI Modalities. ICASSP Linyu Xing, Mengxi Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	A*	`conf`	Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness. NeurIPS Mengxi Chen, Fei Zhang, Zihua Zhao, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Prompt Tuning with Diffusion for Few-Shot Pre-trained Policy Generalization. CoRR Shengchao Hu, Wanru Zhao, Weixiong Lin, Li Shen, Ya Zhang, Dacheng Tao
2024	A*	`conf`	Q-value Regularized Transformer for Offline Reinforcement Learning. ICML Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	J	`jnl`	Q-value Regularized Transformer for Offline Reinforcement Learning. CoRR Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	A*	`conf`	RaTEScore: A Metric for Radiology Report Generation. EMNLP Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	J	`jnl`	RaTEScore: A Metric for Radiology Report Generation. CoRR Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	J	`jnl`	RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis. CoRR Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Jiayu Lei, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	—	`conf`	ReMamber: Referring Image Segmentation with Mamba Twister. ECCV (10) Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	ReMamber: Referring Image Segmentation with Mamba Twister. CoRR Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang, Yanfeng Wang
2024	—	`conf`	Reprogramming Distillation for Medical Foundation Models. MICCAI (11) Yuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Reprogramming Distillation for Medical Foundation Models. CoRR Yuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	A*	`conf`	Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation. NeurIPS Jiaan Luo, Feng Hong, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Self-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis. CoRR Aofan Jiang, Chaoqin Huang, Qing Cao, Yuchen Xu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Server-Client Collaborative Distillation for Federated Reinforcement Learning. ACM Trans. Knowl. Discov. Data Weiming Mai, Jiangchao Yao, Chen Gong, Ya Zhang, Yiu-ming Cheung, Bo Han
2024	A*	`conf`	TAIA: Large Language Models are Out-of-Distribution Data Learners. NeurIPS Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2024	J	`jnl`	TAIA: Large Language Models are Out-of-Distribution Data Learners. CoRR Shuyang Jiang, Yusheng Liao, Ya Zhang, Yu Wang, Yanfeng Wang
2024	J	`jnl`	Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. CoRR Ziqing Fan, Shengchao Hu, Yuhang Zhou, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	J	`jnl`	Towards Building Multilingual Language Model for Medicine. CoRR Pengcheng Qiu, Chaoyi Wu, Xiaoman Zhang, Weixiong Lin, Haicheng Wang, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	J	`jnl`	Towards Evaluating and Building Versatile Large Language Models for Medicine. CoRR Chaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	J	`jnl`	Towards Universal Soccer Video Understanding. CoRR Jiayuan Rao, Haoning Wu, Hao Jiang, Ya Zhang, Yanfeng Wang, Weidi Xie
2024	J	`jnl`	UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification. IEEE Trans. Medical Imaging Tianjie Dai, Ruipeng Zhang, Feng Hong, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagation. CoRR Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Hui Zhao
2023	J	`jnl`	A Strong Baseline for Temporal Video-Text Alignment. CoRR Zeqian Li, Qirui Chen, Tengda Han, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. IEEE Trans. Multim. Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang, Qi Tian
2023	J	`jnl`	Annotation-free Audio-Visual Segmentation. CoRR Jinxiang Liu, Yu Wang, Chen Ju, Chaofan Ma, Ya Zhang, Weidi Xie
2023	A*	`conf`	Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow. NeurIPS Sizhe Wei, Yuxi Wei, Yue Hu, Yifan Lu, Yiqi Zhong, Siheng Chen, Ya Zhang
2023	J	`jnl`	Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow. CoRR Sizhe Wei, Yuxi Wei, Yue Hu, Yifan Lu, Yiqi Zhong, Siheng Chen, Ya Zhang
2023	J	`jnl`	Audio-aware Query-enhanced Transformer for Audio-Visual Segmentation. CoRR Jinxiang Liu, Chen Ju, Chaofan Ma, Yanfeng Wang, Yu Wang, Ya Zhang
2023	J	`jnl`	Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays. CoRR Feng Hong, Tianjie Dai, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning. CoRR Yuhang Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Yanfeng Wang
2023	A	`conf`	Boost Video Frame Interpolation via Motion Adaptation. BMVC Haoning Wu, Xiaoyun Zhang, Weidi Xie, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Boost Video Frame Interpolation via Motion Adaptation. CoRR Haoning Wu, Xiaoyun Zhang, Weidi Xie, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning. CoRR Chaofan Ma, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang
2023	J	`jnl`	Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis. CoRR Chaoyi Wu, Jiayu Lei, Qiaoyu Zheng, Weike Zhao, Weixiong Lin, Xiaoman Zhang, Xiao Zhou, Ziheng Zhao, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	A*	`conf`	Class-Balancing Diffusion Models. CVPR Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang
2023	J	`jnl`	Class-Balancing Diffusion Models. CoRR Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang
2023	J	`jnl`	Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting. IEEE Trans. Pattern Anal. Mach. Intell. Bohan Tang, Yiqi Zhong, Chenxin Xu, Wei-Tao Wu, Ulrich Neumann, Ya Zhang, Siheng Chen, Yanfeng Wang
2023	A*	`conf`	Combating Representation Learning Disparity with Geometric Harmonization. NeurIPS Zhihan Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Bo Han, Yanfeng Wang
2023	J	`jnl`	Combating Representation Learning Disparity with Geometric Harmonization. CoRR Zhihan Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Bo Han, Yanfeng Wang
2023	J	`jnl`	Constraint and Union for Partially-Supervised Temporal Sentence Grounding. CoRR Chen Ju, Haicheng Wang, Jinxiang Liu, Chaofan Ma, Ya Zhang, Peisen Zhao, Jianlong Chang, Qi Tian
2023	J	`jnl`	Contrastive Attraction and Contrastive Repulsion for Representation Learning. Trans. Mach. Learn. Res. Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou
2023	A*	`conf`	Controllable Mesh Generation Through Sparse Latent Point Diffusion Models. CVPR Zhaoyang Lyu, Jinyi Wang, Yuwei An, Ya Zhang, Dahua Lin, Bo Dai
2023	J	`jnl`	Controllable Mesh Generation Through Sparse Latent Point Diffusion Models. CoRR Zhaoyang Lyu, Jinyi Wang, Yuwei An, Ya Zhang, Dahua Lin, Bo Dai
2023	A*	`conf`	DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration. CVPR Zhixin Wang, Ziying Zhang, Xiaoyun Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration. CoRR Zhixin Wang, Xiaoyun Zhang, Ziying Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery. CoRR Chaofan Ma, Yuhuan Yang, Chen Ju, Fei Zhang, Jinxiang Liu, Yu Wang, Ya Zhang, Yanfeng Wang
2023	A*	`conf`	Distilling Vision-Language Pre-Training to Collaborate with Weakly-Supervised Temporal Action Localization. CVPR Chen Ju, Kunhao Zheng, Jinxiang Liu, Peisen Zhao, Ya Zhang, Jianlong Chang, Qi Tian, Yanfeng Wang
2023	A*	`conf`	Enhanced Multimodal Representation Learning with Cross-modal KD. CVPR Mengxi Chen, Linyu Xing, Yu Wang, Ya Zhang
2023	J	`jnl`	Enhanced Multimodal Representation Learning with Cross-modal KD. CoRR Mengxi Chen, Linyu Xing, Yu Wang, Ya Zhang
2023	A*	`conf`	Federated Domain Generalization with Generalization Adjustment. CVPR Ruipeng Zhang, Qinwei Xu, Jiangchao Yao, Ya Zhang, Qi Tian, Yanfeng Wang
2023	J	`jnl`	Federated Learning under Partially Disjoint Data via Manifold Reshaping. Trans. Mach. Learn. Res. Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Yanfeng Wang, Ya Zhang
2023	A*	`conf`	Federated Learning with Bilateral Curation for Partially Class-Disjoint Data. NeurIPS Ziqing Fan, Ruipeng Zhang, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Fourier-based augmentation with applications to domain generalization. Pattern Recognit. Qinwei Xu, Ruipeng Zhang, Ziqing Fan, Yanfeng Wang, Yiyan Wu, Ya Zhang
2023	—	`conf`	GRACE: A Generalized and Personalized Federated Learning Method for Medical Imaging. MICCAI (3) Ruipeng Zhang, Ziqing Fan, Qinwei Xu, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Graph Decision Transformer. CoRR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2023	J	`jnl`	Guiding Text-to-Image Diffusion Model Towards Grounded Generation. CoRR Ziyi Li, Qinye Zhou, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	Integrating features from lymph node stations for metastatic lymph node detection. CoRR Chaoyi Wu, Feng Chang, Xiao Su, Zhihan Wu, Yanfeng Wang, Ling Zhu, Ya Zhang
2023	A*	`conf`	Joint-Relation Transformer for Multi-Person Motion Prediction. ICCV Qingyao Xu, Weibo Mao, Jingze Gong, Chenxin Xu, Siheng Chen, Weidi Xie, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Joint-Relation Transformer for Multi-Person Motion Prediction. CoRR Qingyao Xu, Weibo Mao, Jingze Gong, Chenxin Xu, Siheng Chen, Weidi Xie, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging. CoRR Chaoyi Wu, Xiaoman Zhang, Yanfeng Wang, Ya Zhang, Weidi Xie
2023	J	`jnl`	Knowledge-enhanced Pre-training for Auto-diagnosis of Chest Radiology Images. CoRR Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	Large-scale Long-tailed Disease Diagnosis on Radiology Images. CoRR Qiaoyu Zheng, Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	Latent Class-Conditional Noise Model. CoRR Jiangchao Yao, Bo Han, Zhihan Zhou, Ya Zhang, Ivor W. Tsang
2023	J	`jnl`	Latent Class-Conditional Noise Model. IEEE Trans. Pattern Anal. Mach. Intell. Jiangchao Yao, Bo Han, Zhihan Zhou, Ya Zhang, Ivor W. Tsang
2023	A*	`conf`	Long-Tailed Partial Label Learning via Dynamic Rebalancing. ICLR Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Long-Tailed Partial Label Learning via Dynamic Rebalancing. CoRR Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. CoRR Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He
2023	A*	`conf`	MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis. ICCV Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training. CoRR Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	Multi-Modal Prototypes for Open-Set Semantic Segmentation. CoRR Yuhuan Yang, Chaofan Ma, Chen Ju, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection. CoRR Chaoqin Huang, Aofan Jiang, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Multi-modal Prompting for Low-Shot Temporal Action Localization. CoRR Chen Ju, Zeqian Li, Peisen Zhao, Ya Zhang, Xiaopeng Zhang, Qi Tian, Yanfeng Wang, Weidi Xie
2023	—	`conf`	Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection. MICCAI (1) Aofan Jiang, Chaoqin Huang, Qing Cao, Shuang Wu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection. CoRR Aofan Jiang, Chaoqin Huang, Qing Cao, Shuang Wu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts. CoRR Ziheng Zhao, Yao Zhang, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	A*	`conf`	Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation. NeurIPS Chaofan Ma, Yuhuan Yang, Chen Ju, Fei Zhang, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation. CoRR Chaofan Ma, Yuhuan Yang, Chen Ju, Fei Zhang, Ya Zhang, Yanfeng Wang
2023	A*	`conf`	Open-vocabulary Object Segmentation with Diffusion Models. ICCV Ziyi Li, Qinye Zhou, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	—	`conf`	PMC-CLIP: Contrastive Language-Image Pre-training Using Biomedical Documents. MICCAI (8) Weixiong Lin, Ziheng Zhao, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents. CoRR Weixiong Lin, Ziheng Zhao, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	PMC-LLaMA: Further Finetuning LLaMA on Medical Papers. CoRR Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering. CoRR Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Weixiong Lin, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	Prompt-Tuning Decision Transformer with Preference Ranking. CoRR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2023	J	`jnl`	Redundancy-Adaptive Multimodal Learning for Imperfect Data. CoRR Mengxi Chen, Jiangchao Yao, Linyu Xing, Yu Wang, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Self-Supervised Masking for Unsupervised Anomaly Detection and Localization. IEEE Trans. Multim. Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang
2023	J	`jnl`	Self-Supervised Tumor Segmentation With Sim2Real Adaptation. IEEE J. Biomed. Health Informatics Xiaoman Zhang, Weidi Xie, Chaoqin Huang, Ya Zhang, Xin Chen, Qi Tian, Yanfeng Wang
2023	—	`conf`	SimDE: A Simple Domain Expansion Approach for Single-source Domain Generalization. CVPR Workshops Qinwei Xu, Ruipeng Zhang, Yiyan Wu, Ya Zhang, Ning Liu, Yanfeng Wang
2023	—	`conf`	Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. BIBM Chuyun Shen, Wenhao Li, Ya Zhang, Yanfeng Wang, Xiangfeng Wang
2023	J	`jnl`	Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. CoRR Chuyun Shen, Wenhao Li, Ya Zhang, Xiangfeng Wang
2023	J	`jnl`	Toward Equivalent Transformation of User Preferences in Cross Domain Recommendation. ACM Trans. Inf. Syst. Xu Chen, Ya Zhang, Ivor W. Tsang, Yuangang Pan, Jingchao Su
2023	J	`jnl`	Towards Generalist Foundation Model for Radiology. CoRR Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	A*	`conf`	Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation. NeurIPS Fei Zhang, Tianfei Zhou, Boyang Li, Hao He, Chaofan Ma, Tianjiao Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation. CoRR Fei Zhang, Tianfei Zhou, Boyang Li, Hao He, Chaofan Ma, Tianjiao Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training. CoRR Jiayu Lei, Lisong Dai, Haoyun Jiang, Chaoyi Wu, Xiaoman Zhang, Yao Zhang, Jiangchao Yao, Weidi Xie, Yanyong Zhang, Yuehua Li, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification. CoRR Tianjie Dai, Ruipeng Zhang, Feng Hong, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2023	A	`conf`	Zero-shot Composed Text-Image Retrieval. BMVC Yikun Liu, Jiangchao Yao, Ya Zhang, Yanfeng Wang, Weidi Xie
2023	J	`jnl`	Zero-shot Composed Text-Image Retrieval. CoRR Yikun Liu, Jiangchao Yao, Ya Zhang, Yanfeng Wang, Weidi Xie
2022	J	`jnl`	A 3D Mesh-Based Lifting-and-Projection Network for Human Pose Transfer. IEEE Trans. Multim. Jinxiang Liu, Yangheng Zhao, Siheng Chen, Ya Zhang
2022	A	`conf`	A Simple Plugin for Transforming Images to Arbitrary Scales. BMVC Qinye Zhou, Ziyi Li, Weidi Xie, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang
2022	J	`jnl`	A Simple Plugin for Transforming Images to Arbitrary Scales. CoRR Qinye Zhou, Ziyi Li, Weidi Xie, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang
2022	J	`jnl`	Actionness-Guided Transformer for Anchor-Free Temporal Action Localization. IEEE Signal Process. Lett. Peisen Zhao, Lingxi Xie, Ya Zhang, Qi Tian
2022	J	`jnl`	Attribute Restoration Framework for Anomaly Detection. IEEE Trans. Multim. Fei Ye, Chaoqin Huang, Jinkun Cao, Maosen Li, Ya Zhang, Cewu Lu
2022	—	`conf`	Boundary-Enhanced Self-supervised Learning for Brain Structure Segmentation. MICCAI (1) Feng Chang, Chaoyi Wu, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian
2022	J	`jnl`	Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting. CoRR Bohan Tang, Yiqi Zhong, Chenxin Xu, Wei-Tao Wu, Ulrich Neumann, Yanfeng Wang, Ya Zhang, Siheng Chen
2022	A*	`conf`	Contrastive Learning with Boosted Memorization. ICML Zhihan Zhou, Jiangchao Yao, Yanfeng Wang, Bo Han, Ya Zhang
2022	J	`jnl`	Contrastive Learning with Boosted Memorization. CoRR Zhihan Zhou, Jiangchao Yao, Yanfeng Wang, Bo Han, Ya Zhang
2022	—	`conf`	Deep Fourier Kernel Exploitation in Blind Image Super-Resolution. IFTC Yu Fu, Xiaoyun Zhang, Yixuan Huang, Ya Zhang, Yanfeng Wang
2022	J	`jnl`	Distilling Vision-Language Pre-training to Collaborate with Weakly-Supervised Temporal Action Localization. CoRR Chen Ju, Kunhao Zheng, Jinxiang Liu, Peisen Zhao, Ya Zhang, Jianlong Chang, Yanfeng Wang, Qi Tian
2022	—	`conf`	Domain-Conditioned Normalization for Test-Time Domain Generalization. ECCV Workshops (8) Yuxuan Jiang, Yanfeng Wang, Ruipeng Zhang, Qinwei Xu, Ya Zhang, Xin Chen, Qi Tian
2022	J	`jnl`	Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning. CoRR Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang, Siheng Chen
2022	A*	`conf`	Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation. ACM Multimedia Jinxiang Liu, Chen Ju, Weidi Xie, Ya Zhang
2022	J	`jnl`	Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation. CoRR Jinxiang Liu, Chen Ju, Weidi Xie, Ya Zhang
2022	A*	`conf`	FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation. ICDM Ziqing Fan, Yanfeng Wang, Jiangchao Yao, Lingjuan Lyu, Ya Zhang, Qi Tian
2022	J	`jnl`	FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation. CoRR Ziqing Fan, Yanfeng Wang, Jiangchao Yao, Lingjuan Lyu, Ya Zhang, Qi Tian
2022	A*	`conf`	GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning. CVPR Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen
2022	J	`jnl`	GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning. CoRR Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen
2022	J	`jnl`	Integrating features from lymph node stations for metastatic lymph node detection. Comput. Medical Imaging Graph. Chaoyi Wu, Feng Chang, Xiao Su, Zhihan Wu, Yanfeng Wang, Ling Zhu, Ya Zhang
2022	J	`jnl`	K-Space Transformer for Fast MRI Reconstruction with Implicit Representation. CoRR Ziheng Zhao, Tianjiao Zhang, Weidi Xie, Yanfeng Wang, Ya Zhang
2022	A	`conf`	K-Space Transformer for Undersampled MRI Reconstruction. BMVC Ziheng Zhao, Tianjiao Zhang, Weidi Xie, Yanfeng Wang, Ya Zhang
2022	A*	`conf`	LAR-SR: A Local Autoregressive Model for Image Super-Resolution. CVPR Baisong Guo, Xiaoyun Zhang, Haoning Wu, Yu Wang, Ya Zhang, Yanfeng Wang
2022	J	`jnl`	Learning on Attribute-Missing Graphs. IEEE Trans. Pattern Anal. Mach. Intell. Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W. Tsang
2022	J	`jnl`	Neural Message Passing for Visual Relationship Detection. CoRR Yue Hu, Siheng Chen, Xu Chen, Ya Zhang, Xiao Gu
2022	J	`jnl`	On Transforming Reinforcement Learning by Transformer: The Development Trajectory. CoRR Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao
2022	A	`conf`	Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models. BMVC Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, Weidi Xie
2022	J	`jnl`	Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models. CoRR Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, Weidi Xie
2022	J	`jnl`	Progressive privileged knowledge distillation for online action detection. Pattern Recognit. Peisen Zhao, Lingxi Xie, Jiajie Wang, Ya Zhang, Qi Tian
2022	—	`conf`	Prompting Visual-Language Models for Efficient Video Understanding. ECCV (35) Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie
2022	—	`conf`	Registration Based Few-Shot Anomaly Detection. ECCV (24) Chaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang, Michael W. Spratling, Yanfeng Wang
2022	J	`jnl`	Registration based Few-Shot Anomaly Detection. CoRR Chaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang, Michael W. Spratling, Yanfeng Wang
2022	J	`jnl`	Self-Supervised Masking for Unsupervised Anomaly Detection and Localization. CoRR Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang
2022	—	`conf`	Semi-Supervised Domain Generalization for Medical Image Analysis. ISBI Ruipeng Zhang, Qinwei Xu, Chaoqin Huang, Ya Zhang, Yanfeng Wang
2022	—	`conf`	Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction. ECCV (6) Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang
2022	J	`jnl`	Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction. CoRR Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang
2022	Misc	`conf`	Spatio-Temporal Graph Complementary Scattering Networks. ICASSP Zida Cheng, Siheng Chen, Ya Zhang
2022	J	`jnl`	Symbiotic Graph Neural Networks for 3D Skeleton-Based Human Action Recognition and Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian
2022	J	`jnl`	TED: Two-stage expert-guided interpretable diagnosis framework for microvascular invasion in hepatocellular carcinoma. Medical Image Anal. Yuhang Zhou, Shuwen Sun, Qiu-Ping Liu, Xun Xu, Ya Zhang, Yu-Dong Zhang
2022	A*	`conf`	Task Decoupled Framework for Reference-based Super-Resolution. CVPR Yixuan Huang, Xiaoyun Zhang, Yu Fu, Siheng Chen, Ya Zhang, Yanfeng Wang, Dazhi He
2022	—	`conf`	Transforming the Interactive Segmentation for Medical Imaging. MICCAI (4) Wentao Liu, Chaofan Ma, Yuhuan Yang, Weidi Xie, Ya Zhang
2022	J	`jnl`	Transforming the Interactive Segmentation for Medical Imaging. CoRR Wentao Liu, Chaofan Ma, Yuhuan Yang, Weidi Xie, Ya Zhang
2022	—	`conf`	Unpaired Face Restoration via Learnable Cross-Quality Shift. CVPR Workshops Yangyi Dong, Xiaoyun Zhang, Zhixin Wang, Ya Zhang, Siheng Chen, Yanfeng Wang
2022	—	`conf`	Unsupervised Ensemble Distillation for Multi-Organ Segmentation. ISBI Lefei Zhang, Shixiang Feng, Yu Wang, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian
2021	J	`jnl`	A 3D Mesh-based Lifting-and-Projection Network for Human Pose Transfer. CoRR Jinxiang Liu, Yangheng Zhao, Siheng Chen, Ya Zhang
2021	A*	`conf`	A Fourier-Based Framework for Domain Generalization. CVPR Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian
2021	J	`jnl`	A Fourier-based Framework for Domain Generalization. CoRR Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian
2021	J	`jnl`	Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. CoRR Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Qi Tian
2021	J	`jnl`	Boundary-Aware Supervoxel-Level Iteratively Refined Interactive 3D Image Segmentation With Multi-Agent Reinforcement Learning. IEEE Trans. Medical Imaging Chaofan Ma, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang
2021	A*	`conf`	CaT: Weakly Supervised Object Detection with Category Transfer. ICCV Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, Yanfeng Wang
2021	J	`jnl`	CaT: Weakly Supervised Object Detection with Category Transfer. CoRR Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, Yanfeng Wang
2021	J	`jnl`	Click-through Rate Prediction with Auto-Quantized Contrastive Learning. CoRR Yujie Pan, Jiangchao Yao, Bo Han, Kunyang Jia, Ya Zhang, Hongxia Yang
2021	J	`jnl`	Collaborative Label Correction via Entropy Thresholding. CoRR Hao Wu, Jiaochao Yao, Jiajie Wang, Yinru Chen, Ya Zhang, Yanfeng Wang
2021	A*	`conf`	Collaborative Uncertainty in Multi-Agent Trajectory Forecasting. NeurIPS Bohan Tang, Yiqi Zhong, Ulrich Neumann, Gang Wang, Siheng Chen, Ya Zhang
2021	J	`jnl`	Collaborative Uncertainty in Multi-Agent Trajectory Forecasting. CoRR Bohan Tang, Yiqi Zhong, Ulrich Neumann, Gang Wang, Ya Zhang, Siheng Chen
2021	J	`jnl`	Contrastive Conditional Transport for Representation Learning. CoRR Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou
2021	A	`conf`	Cooperative Learning for Noisy Supervision. ICME Hao Wu, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2021	J	`jnl`	Cooperative Learning for Noisy Supervision. CoRR Hao Wu, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2021	—	`conf`	Cross Domain Embedding Transfer for Cold-start Users in Click-through Rate Prediction. ACAI Yujie Pan, Ya Zhang
2021	J	`jnl`	Decoupled Variational Embedding for Signed Directed Networks. ACM Trans. Web Xu Chen, Jiangchao Yao, Maosen Li, Ya Zhang, Yanfeng Wang
2021	B	`conf`	Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework. ICIP Fei Ye, Huangjie Zheng, Chaoqin Huang, Ya Zhang
2021	A*	`conf`	Divide and Conquer for Single-frame Temporal Action Localization. ICCV Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Yanfeng Wang, Qi Tian
2021	A	`conf`	ESAD: End-to-end Semi-supervised Anomaly Detection. BMVC Chaoqin Huang, Fei Ye, Peisen Zhao, Ya Zhang, Yanfeng Wang, Qi Tian
2021	—	`conf`	Fully Test-Time Adaptation for Image Segmentation. MICCAI (3) Minhao Hu, Tao Song, Yujun Gu, Xiangde Luo, Jieneng Chen, Yinan Chen, Ya Zhang, Shaoting Zhang
2021	A	`conf`	Handwritten Chinese Font Generation with Collaborative Stroke Refinement. WACV Chuan Wen, Yujie Pan, Jie Chang, Ya Zhang, Siheng Chen, Yanfeng Wang, Mei Han, Qi Tian
2021	A*	`conf`	Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation. AAAI Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang
2021	J	`jnl`	Knowledge distillation from multi-modal to mono-modal segmentation networks. CoRR Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori
2021	J	`jnl`	MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets. CoRR Shixiang Feng, Yuhang Zhou, Xiaoman Zhang, Ya Zhang, Yanfeng Wang
2021	J	`jnl`	Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction. CoRR Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian
2021	J	`jnl`	Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction. IEEE Trans. Image Process. Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian
2021	J	`jnl`	Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network. CoRR Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang
2021	J	`jnl`	Prompting Visual-Language Models for Efficient Video Understanding. CoRR Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie
2021	—	`conf`	SAR: Scale-Aware Restoration Learning for 3D Tumor Segmentation. MICCAI (2) Xiaoman Zhang, Shixiang Feng, Yuhang Zhou, Ya Zhang, Yanfeng Wang
2021	J	`jnl`	Self-supervised Tumor Segmentation through Layer Decomposition. CoRR Xiaoman Zhang, Weidi Xie, Chaoqin Huang, Ya Zhang, Yanfeng Wang
2021	B	`conf`	Semi-Supervised 3D Hand-Object Pose Estimation Via Pose Dictionary Learning. ICIP Zida Cheng, Siheng Chen, Ya Zhang
2021	J	`jnl`	Semi-supervised 3D Hand-Object Pose Estimation via Pose Dictionary Learning. CoRR Zida Cheng, Siheng Chen, Ya Zhang
2021	—	`conf`	Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining. MICCAI (7) Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu
2021	J	`jnl`	Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining. CoRR Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu
2021	—	`conf`	Skeleton Graph Scattering Networks for 3D Skeleton-based Human Motion Prediction. ICCVW Maosen Li, Siheng Chen, Zihui Liu, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang
2021	J	`jnl`	Spatio-Temporal Graph Complementary Scattering Networks. CoRR Zida Cheng, Siheng Chen, Ya Zhang
2021	J	`jnl`	Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis. IEEE Trans. Medical Imaging Shixiang Feng, Beibei Liu, Ya Zhang, Xiaoyun Zhang, Yuehua Li
2021	J	`jnl`	Uncertainty-aware Incremental Learning for Multi-organ Segmentation. CoRR Yuhang Zhou, Xiaoman Zhang, Shixiang Feng, Ya Zhang, Yanfeng Wang
2021	J	`jnl`	Universal-to-Specific Framework for Complex Action Recognition. IEEE Trans. Multim. Peisen Zhao, Lingxi Xie, Ya Zhang, Qi Tian
2021	B	`conf`	Unsupervised Segmentation Framework with Active Contour Models for Cine Cardiac MRI. ICIP Lianyu Du, Liwei Hu, Xiaoyun Zhang, Yu-Min Zhong, Ya Zhang, Yanfeng Wang
2020	J	`jnl`	A Unified Framework for Generalizable Style Transfer: Style and Content Separation. IEEE Trans. Image Process. Yexun Zhang, Ya Zhang, Wenbin Cai
2020	—	`conf`	Bottom-Up Temporal Action Localization with Mutual Regularization. ECCV (8) Peisen Zhao, Lingxi Xie, Chen Ju, Ya Zhang, Yanfeng Wang, Qi Tian
2020	—	`conf`	Collaborative Adversarial Learning for Relational Learning on Multiple Bipartite Graphs. ICKG Jingchao Su, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Chenyang Li
2020	J	`jnl`	Collaborative Adversarial Learning for RelationalLearning on Multiple Bipartite Graphs. CoRR Jingchao Su, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Chenyang Li
2020	A*	`conf`	Collaborative Motion Prediction via Neural Motion Message Passing. CVPR Yue Hu, Siheng Chen, Ya Zhang, Xiao Gu
2020	J	`jnl`	Collaborative Motion Prediction via Neural Motion Message Passing. CoRR Yue Hu, Siheng Chen, Ya Zhang, Xiao Gu
2020	J	`jnl`	Constraining Temporal Relationship for Action Localization. CoRR Peisen Zhao, Lingxi Xie, Chen Ju, Ya Zhang, Qi Tian
2020	—	`ch.`	Cross-Modality Video Segment Retrieval with Ensemble Learning. Domain Adaptation for Visual Understanding Xinyan Yu, Ya Zhang, Rui Zhang
2020	J	`jnl`	Decoupled Variational Embedding for Signed Directed Networks. CoRR Xu Chen, Jiangchao Yao, Maosen Li, Ya Zhang, Yanfeng Wang
2020	J	`jnl`	Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework. CoRR Fei Ye, Huangjie Zheng, Chaoqing Huang, Ya Zhang
2020	—	`conf`	Dual Graph Embedding for Object-Tag Link Prediction on the Knowledge Graph. ICKG Chenyang Li, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Yanfeng Wang
2020	J	`jnl`	Dual Graph Embedding for Object-Tag LinkPrediction on the Knowledge Graph. CoRR Chenyang Li, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Yanfeng Wang
2020	—	`conf`	Dual-Task Self-supervision for Cross-modality Domain Adaptation. MICCAI (1) Yingying Xue, Shixiang Feng, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang
2020	A*	`conf`	Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction. CVPR Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian
2020	J	`jnl`	Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction. CoRR Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian
2020	J	`jnl`	ESAD: End-to-end Deep Semi-supervised Anomaly Detection. CoRR Chaoqin Huang, Fei Ye, Ya Zhang, Yanfeng Wang, Qi Tian
2020	—	`conf`	Error Attention Interactive Segmentation of Medical Image Through Matting and Fusion. MLMI@MICCAI Weifeng Hu, Xiaofen Yao, Zhou Zheng, Xiaoyun Zhang, Yu-Min Zhong, Xiaoxia Wang, Ya Zhang, Yanfeng Wang
2020	—	`conf`	FTL: A Universal Framework for Training Low-Bit DNNs via Feature Transfer. ECCV (25) Kunyuan Du, Ya Zhang, Haibing Guan, Qi Tian, Yanfeng Wang, Shenggan Cheng, James Lin
2020	A	`conf`	From Quantized DNNs to Quantizable DNNs. BMVC Kunyuan Du, Ya Zhang, Haibing Guan
2020	J	`jnl`	From Quantized DNNs to Quantizable DNNs. CoRR Kunyuan Du, Ya Zhang, Haibing Guan
2020	—	`conf`	Graph Contrastive Learning with Local and Global Mutual Information Maximization. ICIT Yifei Hu, Ya Zhang
2020	A*	`conf`	Graph Cross Networks with Vertex Infomax Pooling. NeurIPS Maosen Li, Siheng Chen, Ya Zhang, Ivor W. Tsang
2020	J	`jnl`	Graph Cross Networks with Vertex Infomax Pooling. CoRR Maosen Li, Siheng Chen, Ya Zhang, Ivor W. Tsang
2020	J	`jnl`	Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation. CoRR Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang
2020	A*	`conf`	Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning. CVPR Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang
2020	—	`conf`	Knowledge Distillation from Multi-modal to Mono-modal Segmentation Networks. MICCAI (1) Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori
2020	J	`jnl`	Learning Robust Node Representations on Graphs. CoRR Xu Chen, Ya Zhang, Ivor W. Tsang, Yuangang Pan
2020	J	`jnl`	Learning Robust Shape-Based Features for Domain Generalization. IEEE Access Yexun Zhang, Ya Zhang, Qinwei Xu, Ruipeng Zhang
2020	J	`jnl`	Learning on Attribute-Missing Graphs. CoRR Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W. Tsang
2020	J	`jnl`	Online Prediction of Video Popularity in OVSs: A Video Age-Sensitive Model With Beyond Views Features. IEEE Trans. Broadcast. Zhiyi Tan, Ya Zhang, Wen Hu
2020	—	`conf`	PU Learning for RPN Generalization. ICVIP Tengfei Hou, Ya Zhang, Yanfeng Wang
2020	J	`jnl`	Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses. CoRR Chen Ju, Peisen Zhao, Ya Zhang, Yanfeng Wang, Qi Tian
2020	J	`jnl`	Privileged Knowledge Distillation for Online Action Detection. CoRR Peisen Zhao, Jiajie Wang, Lingxi Xie, Ya Zhang, Yanfeng Wang, Qi Tian
2020	J	`jnl`	Sampling and Recovery of Graph Signals based on Graph Neural Networks. CoRR Siheng Chen, Maosen Li, Ya Zhang
2020	—	`conf`	Semi-supervised Segmentation with Self-training Based on Quality Estimation and Refinement. MLMI@MICCAI Zhou Zheng, Xiaoxia Wang, Xiaoyun Zhang, Yu-Min Zhong, Xiaofen Yao, Ya Zhang, Yanfeng Wang
2020	J	`jnl`	Towards Equivalent Transformation of User Preferences in Cross Domain Recommendation. CoRR Xu Chen, Ya Zhang, Ivor W. Tsang, Yuangang Pan, Jingchao Su
2020	J	`jnl`	Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis. CoRR Shixiang Feng, Beibei Liu, Ya Zhang, Xiaoyun Zhang, Yuehua Li
2020	J	`jnl`	Universal Model for 3D Medical Image Analysis. CoRR Xiaoman Zhang, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang
2020	J	`jnl`	Universal-to-Specific Framework for Complex Action Recognition. CoRR Peisen Zhao, Lingxi Xie, Ya Zhang, Qi Tian
2019	A*	`conf`	Accelerate CNN via Recursive Bayesian Pruning. ICCV Yuefu Zhou, Ya Zhang, Yanfeng Wang, Qi Tian
2019	A*	`conf`	Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition. CVPR Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian
2019	J	`jnl`	Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition. CoRR Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian
2019	—	`conf`	An Element Sensitive Saliency Model with Position Prior Learning for Web Pages. ICIAI Yujun Gu, Jie Chang, Ya Zhang, Yanfeng Wang
2019	J	`jnl`	Cascading: Association Augmented Sequential Recommendation. CoRR Xu Chen, Kenan Cui, Ya Zhang, Yanfeng Wang
2019	—	`conf`	Children's Neuroblastoma Segmentation Using Morphological Features. MLMI@MICCAI Shengyang Li, Xiaoyun Zhang, Xiaoxia Wang, Yu-Min Zhong, Xiaofen Yao, Ya Zhang, Yanfeng Wang
2019	A*	`conf`	Collaborative Label Correction via Entropy Thresholding. ICDM Hao Wu, Jiangchao Yao, Jiajie Wang, Yinru Chen, Ya Zhang, Yanfeng Wang
2019	—	`conf`	Collaborative Semantic Segmentation with Image Labels. ICVIP Zhikang Li, Ya Zhang, Yanfeng Wang
2019	J	`jnl`	Data Augmentation Revisited: Rethinking the Distribution Gap between Clean and Augmented Data. CoRR Zhuoxun He, Lingxi Xie, Xin Chen, Ya Zhang, Yanfeng Wang, Qi Tian
2019	J	`jnl`	Deep Learning From Noisy Image Labels With Quality Embedding. IEEE Trans. Image Process. Jiangchao Yao, Jiajie Wang, Ivor W. Tsang, Ya Zhang, Jun Sun, Chengqi Zhang, Rui Zhang
2019	J	`jnl`	Defending Adversarial Attacks by Correcting logits. CoRR Yifeng Li, Lingxi Xie, Ya Zhang, Rui Zhang, Yanfeng Wang, Qi Tian
2019	J	`jnl`	Detection of medical text semantic similarity based on convolutional neural network. BMC Medical Informatics Decis. Mak. Tao Zheng, Yimei Gao, Fei Wang, Chenhao Fan, Xingzhi Fu, Mei Li, Ya Zhang, Shaodian Zhang, Handong Ma
2019	—	`conf`	Generative Transferable Adversarial Attack. ICVIP Yifeng Li, Ya Zhang, Rui Zhang, Yanfeng Wang
2019	J	`jnl`	Handwritten Chinese Font Generation with Collaborative Stroke Refinement. CoRR Chuan Wen, Jie Chang, Ya Zhang, Siheng Chen, Yanfeng Wang, Mei Han, Qi Tian
2019	J	`jnl`	Inverse-Transform AutoEncoder for Anomaly Detection. CoRR Chaoqing Huang, Jinkun Cao, Fei Ye, Maosen Li, Ya Zhang, Cewu Lu
2019	J	`jnl`	Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning. CoRR Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang
2019	—	`conf`	Learning-Based Bone Quality Classification Method for Spinal Metastasis. MLMI@MICCAI Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Hui Zhao
2019	J	`jnl`	Node Attribute Generation on Graphs. CoRR Xu Chen, Siheng Chen, Huangjie Zheng, Jiangchao Yao, Kenan Cui, Ya Zhang, Ivor W. Tsang
2019	B	`conf`	Online Popularity Prediction of Video Segments: Towards More Efficient Content Delivery Networks. GLOBECOM Zhiyi Tan, Wen Hu, Ya Zhang, Hao Ding
2019	J	`jnl`	Predicting the Top-N Popular Videos via a Cross-Domain Hybrid Model. IEEE Trans. Multim. Zhiyi Tan, Ya Zhang
2019	A*	`conf`	Safeguarded Dynamic Label Regression for Noisy Supervision. AAAI Jiangchao Yao, Hao Wu, Ya Zhang, Ivor W. Tsang, Jun Sun
2019	—	`conf`	Self-supervised Image Classification based on the Distances of Deep Feature Space. ICVIP Zhuoxun He, Ya Zhang, Yanfeng Wang
2019	—	`conf`	Spatial Regularized Classification Network for Spinal Dislocation Diagnosis. MLMI@MICCAI Bolin Lai, Shiqi Peng, Guangyu Yao, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang, Hui Zhao
2019	J	`jnl`	Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction. CoRR Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian
2019	A*	`conf`	Understanding VAEs in Fisher-Shannon Plane. AAAI Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jia Wang
2019	—	`conf`	Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-Propagation. DART/MIL3ID@MICCAI Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Hui Zhao
2018	—	`conf`	A Generic Distributed Scheduling Algorithm for Frame Rate Up Convert Video Transcoding. BMSB Yu Dong, Li Song, Rong Xie, Wenjun Zhang, Ya Zhang
2018	J	`jnl`	A Unified Framework for Generalizable Style Transfer: Style and Content Separation. CoRR Yexun Zhang, Ya Zhang, Wenbin Cai
2018	J	`jnl`	An Element Sensitive Saliency Model with Position Prior Learning for Web Pages. CoRR Jie Chang, Ya Zhang, Yanfeng Wang
2018	A	`conf`	Chinese Handwriting Imitation with Hierarchical Generative Adversarial Network. BMVC Jie Chang, Yujun Gu, Ya Zhang, Yanfeng Wang
2018	A*	`conf`	Collaborative Learning for Weakly Supervised Object Detection. IJCAI Jiajie Wang, Jiangchao Yao, Ya Zhang, Rui Zhang
2018	J	`jnl`	Collaborative Learning for Weakly Supervised Object Detection. CoRR Jiajie Wang, Jiangchao Yao, Ya Zhang, Rui Zhang
2018	C	`conf`	Deep Dual-view Network with Smooth Loss for Spinal Metastases Classification. VCIP Haoyan Guan, Guangyu Yao, Yexun Zhang, Yujun Gu, Hui Zhao, Ya Zhang, Xiao Gu
2018	J	`jnl`	Degeneration in VAE: in the Light of Fisher Information Loss. CoRR Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang
2018	J	`jnl`	Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption. CoRR Yexun Zhang, Ya Zhang, Yanfeng Wang, Qi Tian
2018	J	`jnl`	Joint Latent Dirichlet Allocation for Social Tags. IEEE Trans. Multim. Jiangchao Yao, Yanfeng Wang, Ya Zhang, Jun Sun, Jun Zhou
2018	A	`conf`	Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising. CIKM Kan Ren, Yuchen Fang, Weinan Zhang, Shuhao Liu, Jiajun Li, Ya Zhang, Yong Yu, Jun Wang
2018	J	`jnl`	Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising. CoRR Kan Ren, Yuchen Fang, Weinan Zhang, Shuhao Liu, Jiajun Li, Ya Zhang, Yong Yu, Jun Wang
2018	—	`conf`	MLN: Moment localization Network and Samples Selection for Moment Retrieval. ICVIP Bo Huang, Ya Zhang, Kai Yu
2018	A*	`conf`	Masking: A New Perspective of Noisy Supervision. NeurIPS Bo Han, Jiangchao Yao, Gang Niu, Mingyuan Zhou, Ivor W. Tsang, Ya Zhang, Masashi Sugiyama
2018	J	`jnl`	Masking: A New Perspective of Noisy Supervision. CoRR Bo Han, Jiangchao Yao, Gang Niu, Mingyuan Zhou, Ivor W. Tsang, Ya Zhang, Masashi Sugiyama
2018	J	`jnl`	Multi-Scale Spatially-Asymmetric Recalibration for Image Classification. CoRR Yan Wang, Lingxi Xie, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Alan L. Yuille
2018	—	`conf`	Multi-scale Spatially-Asymmetric Recalibration for Image Classification. ECCV (13) Yan Wang, Lingxi Xie, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Alan L. Yuille
2018	J	`jnl`	Network Compression via Recursive Bayesian Pruning. CoRR Yuefu Zhou, Ya Zhang, Yanfeng Wang, Qi Tian
2018	J	`jnl`	Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation. CoRR Huangjie Zheng, Lingxi Xie, Tianwei Ni, Ya Zhang, Yanfeng Wang, Qi Tian, Elliot K. Fishman, Alan L. Yuille
2018	J	`jnl`	Query-Free Clothing Retrieval via Implicit Relevance Feedback. IEEE Trans. Multim. Zhuoxiang Chen, Zhe Xu, Ya Zhang, Xiao Gu
2018	—	`conf`	Recommendation with Hybrid Interest Model. ICDM Workshops Hanqing Zhao, Xu Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2018	—	`conf`	Research on Hospital Operation Index Prediction Method Based on PSO-Holt-Winters Model. CSAE Tao Zheng, Ya Zhang, Chenhao Fan
2018	A*	`conf`	Separating Style and Content for Generalized Style Transfer. CVPR Yexun Zhang, Ya Zhang, Wenbin Cai
2018	J	`jnl`	Stopping Criterion for Active Learning with Model Stability. ACM Trans. Intell. Syst. Technol. Yexun Zhang, Wenbin Cai, Wenquan Wang, Ya Zhang
2018	J	`jnl`	Understanding VAEs in Fisher-Shannon Plane. CoRR Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang
2018	A	`conf`	Unsupervised Local Facial Attributes Transfer Using Dual Discriminative Adversarial Networks. ICME Yu Li, Maosen Li, Ya Zhang, Ying Wang
2018	J	`jnl`	Variational Collaborative Learning for User Probabilistic Representation. CoRR Kenan Cui, Xu Chen, Jiangchao Yao, Ya Zhang
2018	J	`jnl`	Variational Composite Autoencoders. CoRR Jiangchao Yao, Ivor W. Tsang, Ya Zhang
2018	J	`jnl`	Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao
2017	—	`conf`	A Big Data Application of Machine Learning-Based Framework to Identify Type 2 Diabetes Through Electronic Health Records. KMO Tao Zheng, Ya Zhang
2017	—	`conf`	A Distributed Trajectory Compression Algorithm for Mobile Sensor Networks. ICCBN Xiaohui Zhu, Ya Zhang
2017	J	`jnl`	A machine learning-based framework to identify type 2 diabetes through electronic health records. Int. J. Medical Informatics Tao Zheng, Wei Xie, Liling Xu, Xiaoying He, Ya Zhang, Mingrong You, Gong Yang, You Chen
2017	J	`jnl`	Active Learning for Classification with Maximum Model Change. ACM Trans. Inf. Syst. Wenbin Cai, Yexun Zhang, Ya Zhang, Siyuan Zhou, Wenquan Wang, Zhuoxiang Chen, Chris H. Q. Ding
2017	—	`conf`	An improved pairwise comparison scaling method for subjective image quality assessment. BMSB Zhuqing Zhang, Jun Zhou, Ning Liu, Xiao Gu, Ya Zhang
2017	J	`jnl`	Batch Mode Active Learning for Regression With Expected Model Change. IEEE Trans. Neural Networks Learn. Syst. Wenbin Cai, Muhan Zhang, Ya Zhang
2017	J	`jnl`	Clothing Retrieval with Visual Attention Model. CoRR Zhonghao Wang, Yujun Gu, Ya Zhang, Jun Zhou, Xiao Gu
2017	C	`conf`	Clothing retrieval with visual attention model. VCIP Zhonghao Wang, Yujun Gu, Ya Zhang, Jun Zhou, Xiao Gu
2017	—	`conf`	Cold-Start Group Profiling with a Clustering-Coupled Topic Model. IFTC Zhijian Jiang, Yanfeng Wang, Weiyuan Chen, Xie Wang, Ya Zhang, Jianping Mei, Zhuowei Huang
2017	J	`jnl`	Deep Collaborative Learning for Visual Recognition. CoRR Yan Wang, Lingxi Xie, Ya Zhang, Wenjun Zhang, Alan L. Yuille
2017	J	`jnl`	Deep Hashing with Triplet Quantization Loss. CoRR Yuefu Zhou, Shanshan Huang, Ya Zhang, Yanfeng Wang
2017	J	`jnl`	Deep Learning from Noisy Image Labels with Quality Embedding. CoRR Jiangchao Yao, Jiajie Wang, Ivor W. Tsang, Ya Zhang, Jun Sun, Chengqi Zhang, Rui Zhang
2017	C	`conf`	Deep hashing with triplet quantization loss. VCIP Yuefu Zhou, Shanshan Huang, Ya Zhang, Yanfeng Wang
2017	—	`conf`	Describing Geographical Characteristics with Social Images. MMM (1) Huangjie Zheng, Jiangchao Yao, Ya Zhang
2017	—	`conf`	Discovering User Interests from Social Images. MMM (2) Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jun Sun
2017	B	`conf`	Distance metric learning with eigenvalue fine tuning. IJCNN Wenquan Wang, Ya Zhang, Jinglu Hu
2017	J	`jnl`	Friend or Foe: Fine-Grained Categorization With Weak Supervision. IEEE Trans. Image Process. Zhe Xu, Dacheng Tao, Shaoli Huang, Ya Zhang
2017	A	`conf`	From Theory to Practice: Efficient Active Cost-sensitive Classification with Expected Error Reduction. SDM Yexun Zhang, Yanfeng Wang, Wenbin Cai, Siyuan Zhou, Ya Zhang
2017	—	`conf`	On evaluation the quality of subjective S3D comfort assessment. BMSB Jun Zhou, Xiao Gu, Ya Zhang
2017	—	`conf`	Predicting Relative Popularity via an End-to-End Multi-modality Model. IFTC Hongxiang Cai, Ya Zhang, Yanfeng Wang, Xie Wang, Jianping Mei, Zhuowei Huang
2017	J	`jnl`	Query-free Clothing Retrieval via Implicit Relevance Feedback. CoRR Zhuoxiang Chen, Zhe Xu, Ya Zhang, Xiao Gu
2017	A*	`conf`	SORT: Second-Order Response Transform for Visual Recognition. ICCV Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Qi Tian, Alan L. Yuille
2017	J	`jnl`	SORT: Second-Order Response Transform for Visual Recognition. CoRR Yan Wang, Lingxi Xie, Chenxi Liu, Ya Zhang, Wenjun Zhang, Alan L. Yuille
2017	J	`jnl`	Separating Style and Content for Generalized Style Transfer. CoRR Yexun Zhang, Wenbin Cai, Ya Zhang
2017	A*	`conf`	Unsupervised Triplet Hashing for Fast Image Retrieval. ACM Multimedia (Thematic Workshops) Shanshan Huang, Yichao Xiong, Ya Zhang, Jia Wang
2017	J	`jnl`	Unsupervised Triplet Hashing for Fast Image Retrieval. CoRR Shanshan Huang, Yichao Xiong, Ya Zhang, Jia Wang
2016	J	`jnl`	A Novel Time Series Approach for Predicting the Long-Term Popularity of Online Videos. IEEE Trans. Broadcast. Zhiyi Tan, Yanfeng Wang, Ya Zhang, Jun Zhou
2016	C	`conf`	A parameter partial-sharing CNN architecture for cross-domain clothing retrieval. VCIP Yichao Xiong, Ning Liu, Zhe Xu, Ya Zhang
2016	—	`conf`	Comparison of regressors on 3D visual discomfort prediction. BMSB Runfeng Huang, Jun Zhou, Xiao Gu, Ya Zhang, Alan C. Bovik
2016	J	`jnl`	Multinomial Latent Logistic Regression for Image Understanding. IEEE Trans. Image Process. Zhe Xu, Zhibin Hong, Ya Zhang, Junjie Wu, Ah Chung Tsoi, Dacheng Tao
2016	A*	`conf`	Part-Stacked CNN for Fine-Grained Visual Categorization. CVPR Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang
2016	C	`conf`	Preference Aware Recommendation Based on Categorical Information. ICMLA Zhiwei Rao, Jiangchao Yao, Ya Zhang, Rui Zhang
2016	C	`conf`	Synergy and antagonism in online advertising. BDCAT Jie Hou, Ya Zhang, Xiao Gu
2015	J	`jnl`	A Time-Topic Coupled LDA Model for IPTV User Behaviors. IEEE Trans. Broadcast. Ya Zhang, Weiyuan Chen, Hongyuan Zha, Xiao Gu
2015	—	`conf`	A depth map estimation approach for trinocular stereo. BMSB Jun Zhou, Ling Wang, Xiao Gu, Kang Xu, Ya Zhang
2015	—	`conf`	A new approach to create 3D fixation density maps for stereoscopic images. 3DTV-Conference Baoyan Ma, Jun Zhou, Xiao Gu, Mingmin Wang, Ya Zhang, Xiaoqiang Guo
2015	J	`jnl`	Active Learning for Ranking through Expected Loss Optimization. IEEE Trans. Knowl. Data Eng. Bo Long, Jiang Bian, Olivier Chapelle, Ya Zhang, Yoshiyuki Inagaki, Yi Chang
2015	J	`jnl`	Active Learning for Web Search Ranking via Noise Injection. ACM Trans. Web Wenbin Cai, Muhan Zhang, Ya Zhang
2015	J	`jnl`	Active learning for ranking with sample density. Inf. Retr. J. Wenbin Cai, Muhan Zhang, Ya Zhang
2015	A*	`conf`	Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization. ICCV Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao
2015	J	`jnl`	Deep feature for text-dependent speaker verification. Speech Commun. Yuan Liu, Yanmin Qian, Nanxin Chen, Tianfan Fu, Ya Zhang, Kai Yu
2015	B	`conf`	IOHMM for location prediction with missing data. DSAA Jiawei Hu, Yanfeng Wang, Ya Zhang
2015	A	`conf`	Joint Latent Dirichlet Allocation for non-iid social tags. ICME Jiangchao Yao, Ya Zhang, Zhe Xu, Jun Sun, Jun Zhou, Xiao Gu
2015	C	`conf`	Online Learning Algorithm for Collective LDA. ICMLA Xiaoyu Chen, Jiangchao Yao, Yanfeng Wang, Ya Zhang
2015	J	`jnl`	Part-Stacked CNN for Fine-Grained Visual Categorization. CoRR Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang
2015	—	`conf`	Visual comfort assessment of stereoscopic images with multiple salient objects. BMSB Xiaonan Zhang, Jun Zhou, Jianyu Chen, Xiaoqiang Guo, Ya Zhang, Xiao Gu
2014	—	`conf`	Active Learning for Support Vector Machines with Maximum Model Change. ECML/PKDD (1) Wenbin Cai, Ya Zhang, Siyuan Zhou, Wenquan Wang, Chris H. Q. Ding, Xiao Gu
2014	J	`jnl`	An Urban-Rural Dual Structure for the Digital Terrestrial Television Broadcasting System of FOBTV. IEEE Trans. Broadcast. Yanfeng Wang, Dazhi He, Wenjun Zhang, Yunfeng Guan, Yao Wang, Ya Zhang, Hui Hui
2014	—	`conf`	Architectural Style Classification Using Multinomial Latent Logistic Regression. ECCV (1) Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi
2014	J	`jnl`	Behavior Informatics: A New Perspective. IEEE Intell. Syst. Longbing Cao, Thorsten Joachims, Can Wang, Éric Gaussier, Jinjiu Li, Yuming Ou, Dan Luo, Reza Zafarani, Huan Liu, Guandong Xu, Zhiang Wu, Gabriella Pasi, Ya Zhang, Xiaokang Yang, Hongyuan Zha, Edoardo Serra, V. S. Subrahmanian
2014	J	`jnl`	Coupled K-Nearest Centroid Classification for Non-iid Data. Trans. Comput. Collect. Intell. Mu Li, Jinjiu Li, Yuming Ou, Ya Zhang, Dan Luo, Maninder Bahtia, Longbing Cao
2014	—	`conf`	Exploring Residual and Spatial Consistency for Object Detection. VISAPP (2) Hao Wang, Ya Zhang, Zhe Xu
2014	A*	`conf`	Feature Selection at the Discrete Limit. AAAI Miao Zhang, Chris H. Q. Ding, Ya Zhang, Feiping Nie
2014	—	`conf`	Lifetime popularity prediction for online videos. BMSB Zhiyi Tan, Ya Zhang, Chaofeng Li, Ning Liu
2014	A*	`conf`	Multi-touch Attribution in Online Advertising with Survival Theory. ICDM Ya Zhang, Yi Wei, Jianbiao Ren
2014	J	`jnl`	Social Image Analysis From a Non-IID Perspective. IEEE Trans. Multim. Zhe Xu, Ya Zhang, Longbing Cao
2014	A*	`conf`	Stability-Based Stopping Criterion for Active Learning. ICDM Wenquan Wang, Wenbin Cai, Ya Zhang
2013	—	`conf`	Automatic generated recommendation for movie trailers. BMSB Zhe Xu, Ya Zhang
2013	—	`ed.`	Behavior and Social Computing, International Workshop on Behavior and Social Informatics, BSI 2013, Gold Coast, QLD, Australia, April 14-17, 2013 and International Workshop on Behavior and Social Informatics and Computing, BSIC 2013, Beijing, China, August 3-9, 2013, Revised Selected Papers BSI@PAKDD/BSIC@IJCAI Longbing Cao, Hiroshi Motoda, Jaideep Srivastava, Ee-Peng Lim, Irwin King, Philip S. Yu, Wolfgang Nejdl, Guandong Xu, Gang Li, Ya Zhang
2013	J	`jnl`	Collaborative filtering with social regularization for TV program recommendation. Knowl. Based Syst. Ya Zhang, Weiyuan Chen, Zibin Yin
2013	C	`conf`	Face recogntion in open world environment. VCIP Jieqiong Qiu, Ya Zhang, Jun Sun
2013	A*	`conf`	Joint Optimization for Consistent Multiple Graph Matching. ICCV Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu
2013	—	`conf`	Learning Heterogeneous Coupling Relationships Between Non-IID Terms. ADMI Mu Li, Jinjiu Li, Yuming Ou, Ya Zhang, Dan Luo, Maninder Bahtia, Longbing Cao
2013	—	`conf`	Learning the Hotness of Information Diffusions with Multi-dimensional Hawkes Processes. ADMI Yi Wei, Ke Zhou, Ya Zhang, Hongyuan Zha
2013	A*	`conf`	Maximizing Expected Model Change for Active Learning in Regression. ICDM Wenbin Cai, Ya Zhang, Jun Zhou
2013	—	`conf`	Mining IPTV user behaviors with a coupled LDA model. BMSB Weiyuan Chen, Ya Zhang, Hongyuan Zha
2013	—	`conf`	Real-time TV logo detection based on color and HOG features. BMSB Fei Ye, Chongyang Zhang, Ya Zhang, Chao Ma
2013	J	`jnl`	Reorder user's tweets. ACM Trans. Intell. Syst. Technol. Keyi Shen, Jianmin Wu, Ya Zhang, Yiping Han, Xiaokang Yang, Li Song, Xiao Gu
2013	—	`conf`	Social-Correlation Based Mutual Reinforcement for Short Text Classification and User Interest Tagging. ADMA (1) Rong Li, Ya Zhang
2012	—	`conf`	Discovering patterns of advertisement propagation in Sina-Microblog. AdKDD@KDD Zibin Yin, Ya Zhang, Weiyuan Chen, Richard Zong
2012	—	`conf`	Measuring Pair-Wise Social Influence in Microblog. SocialCom/PASSAT Zibin Yin, Ya Zhang
2012	—	`conf`	On the Convergence of Graph Matching: Graduated Assignment Revisited. ECCV (3) Yu Tian, Junchi Yan, Hequan Zhang, Ya Zhang, Xiaokang Yang, Hongyuan Zha
2012	A	`conf`	Variance maximization via noise injection for active sampling in learning to rank. CIKM Wenbin Cai, Ya Zhang
2011	J	`jnl`	Boosted multi-task learning. Mach. Learn. Olivier Chapelle, Pannagadatta K. Shivaswamy, Srinivas Vadrevu, Kilian Q. Weinberger, Ya Zhang, Belle L. Tseng
2010	A*	`conf`	Active learning for ranking through expected loss optimization. SIGIR Bo Long, Olivier Chapelle, Ya Zhang, Yi Chang, Zhaohui Zheng, Belle L. Tseng
2010	J	`jnl`	Cross-platform microarray data integration using the Normalised Linear Transform. Int. J. Data Min. Bioinform. Huilin Xiong, Ya Zhang, Xue-wen Chen, Jiangsheng Yu
2010	A*	`conf`	Learning more powerful test statistics for click-based retrieval evaluation. SIGIR Yisong Yue, Yue Gao, Olivier Chapelle, Ya Zhang, Thorsten Joachims
2010	A*	`conf`	Multi-task learning for boosting with application to web search ranking. KDD Olivier Chapelle, Pannagadatta K. Shivaswamy, Srinivas Vadrevu, Kilian Q. Weinberger, Ya Zhang, Belle L. Tseng
2009	A*	`conf`	A dynamic bayesian network click model for web search ranking. WWW Olivier Chapelle, Ya Zhang
2009	A	`conf`	A risk minimization framework for domain adaptation. CIKM Bo Long, Sudarshan Lamkhede, Srinivas Vadrevu, Ya Zhang, Belle L. Tseng
2009	A	`conf`	Expected reciprocal rank for graded relevance. CIKM Olivier Chapelle, Donald Metlzer, Ya Zhang, Pierre Grinspan
2008	B	`conf`	A Two-Stage Approach to Chinese Part-of-Speech Tagging. IJCNLP Aitao Chen, Ya Zhang, Gordon Sun
2008	—	`conf`	Adapting ranking functions to user preference. ICDE Workshops Keke Chen, Ya Zhang, Zhaohui Zheng, Hongyuan Zha, Gordon Sun
2008	A*	`conf`	Identifying regional sensitive queries in web search. WWW Srinivas Vadrevu, Ya Zhang, Belle L. Tseng, Gordon Sun, Xin Li
2007	J	`jnl`	Data-Dependent Kernel Machines for Microarray Data Classification. IEEE ACM Trans. Comput. Biol. Bioinform. Huilin Xiong, Ya Zhang, Xue-wen Chen
2007	C	`conf`	Normalized Linear Transform for Cross-Platform Microarray Data Integration. ICMLA Huilin Xiong, Ya Zhang, Xue-wen Chen
2006	A*	`conf`	Biclustering Protein Complex Interactions with a Biclique Finding Algorithm. ICDM Chris H. Q. Ding, Ya Zhang, Tao Li, Stephen R. Holbrook
2006	J	`jnl`	Machine annotation and retrieval for digital imagery of historical materials. Int. J. Digit. Libr. James Ze Wang, Kurt Grieb, Ya Zhang, Ching-Chih Chen, Yixin Chen, Jia Li
2006	B	`conf`	Motif Discovery as a Multiple-Instance Problem. ICTAI Ya Zhang, Yixin Chen, Xiang Ji
2006	J	`jnl`	Splice site prediction using support vector machines with a Bayes kernel. Expert Syst. Appl. Ya Zhang, Chao-Hsien Chu, Yixin Chen, Hongyuan Zha, Xiang Ji
2006	J	`jnl`	Towards Inferring Protein Interactions: Challenges and Solutions. EURASIP J. Adv. Signal Process. Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, Xiang Ji
2005	—	`conf`	A Time-Series Biclustering Algorithm for Revealing Co-Regulated Genes. ITCC (1) Ya Zhang, Hongyuan Zha, Chao-Hsien Chu
2005	J	`jnl`	Comparative mapping of sequence-based and structure-based protein domains. BMC Bioinform. Ya Zhang, John-Marc Chandonia, Chris H. Q. Ding, Stephen R. Holbrook
2005	Misc	`conf`	Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery. Pacific Symposium on Biocomputing Hui Xiong, Xiaofeng He, Chris H. Q. Ding, Ya Zhang, Vipin Kumar, Stephen R. Holbrook
2005	—	`conf`	Protein Interaction Inference as a MAX-SAT Problem. CVPR Workshops Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, Xiang Ji
2005	—	`conf`	Size Regularized Cut for Data Clustering. NIPS Yixin Chen, Ya Zhang, Xiang Ji
2005	C	`conf`	Towards discovering organizational structure from email corpus. ICMLA Ding Zhou, Yang Song, Hongyuan Zha, Ya Zhang
2004	J	`jnl`	Correlating summarization of multi-source news with k-way graph bi-clustering. SIGKDD Explor. Ya Zhang, Chao-Hsien Chu, Xiang Ji, Hongyuan Zha
2002	Misc	`conf`	Progressive display of very high resolution images using wavelets. AMIA Ya Zhang, James Ze Wang