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Yanfeng Wang 0001
Person information
- affiliation: Shanghai Jiao Tong University, China
Other persons with the same name
- Yanfeng Wang (aka: Yan-Feng Wang) — disambiguation page
- Yanfeng Wang 0002
— Zhengzhou University of Light Industry, Zhengzhou, China
- Yanfeng Wang 0003
— Suqian University, Suqian, China
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2020 – today
- 2025
- [j28]Chaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang, Yanfeng Wang, Weidi Xie:
Towards evaluating and building versatile large language models for medicine. npj Digit. Medicine 8(1) (2025) - 2024
- [j27]Yuhuan Yang, Chaofan Ma, Chen Ju, Fei Zhang, Jiangchao Yao
, Ya Zhang, Yanfeng Wang:
Multi-modal Prototypes for Open-World Semantic Segmentation. Int. J. Comput. Vis. 132(12): 6004-6020 (2024) - [j26]Chaoyi Wu, Weixiong Lin, Xiaoman Zhang, Ya Zhang, Weidi Xie, Yanfeng Wang:
PMC-LLaMA: toward building open-source language models for medicine. J. Am. Medical Informatics Assoc. 31(9): 1833-1843 (2024) - [j25]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:
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. 95: 103206 (2024) - [j24]Chenxin Xu
, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang
, Siheng Chen
, Yanfeng Wang:
Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning. Neural Networks 170: 564-577 (2024) - [j23]Yusheng Liao
, Yanfeng Wang
, Yu Wang
:
Leveraging Diverse Modeling Contexts With Collaborating Learning for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2100-2111 (2024) - [j22]Li Wen
, Shuqin Dong
, Yi Wang
, Changzhan Gu
, Zheng Tang
, Zhiwei Liu
, Yanfeng Wang
, Junfa Mao
:
Noncontact Infant Apnea Detection for Hypoxia Prevention With a K-Band Biomedical Radar. IEEE Trans. Biomed. Eng. 71(3): 1022-1032 (2024) - [j21]Yuhang Zhou
, Jiangchao Yao
, Feng Hong
, Ya Zhang
, Yanfeng Wang
:
Balanced Destruction-Reconstruction Dynamics for Memory-Replay Class Incremental Learning. IEEE Trans. Image Process. 33: 4966-4981 (2024) - [j20]Shaoheng Fang, Rui Ye
, Wenhao Wang, Zuhong Liu, Yuxiao Wang, Yafei Wang
, Siheng Chen
, Yanfeng Wang
:
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units. IEEE Trans. Intell. Transp. Syst. 25(11): 18321-18337 (2024) - [j19]Tianjie Dai
, Ruipeng Zhang
, Feng Hong
, Jiangchao Yao
, Ya Zhang
, Yanfeng Wang
:
UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification. IEEE Trans. Medical Imaging 43(8): 2901-2912 (2024) - [j18]Qinwei Xu
, Ruipeng Zhang
, Ya Zhang
, Yiyan Wu
, Yanfeng Wang
:
Federated Adversarial Domain Hallucination for Privacy-Preserving Domain Generalization. IEEE Trans. Multim. 26: 1-14 (2024) - [j17]Lin Liu
, Junfeng An
, Shanxin Yuan
, Wengang Zhou
, Houqiang Li
, Yanfeng Wang
, Qi Tian
:
Video Demoiréing With Deep Temporal Color Embedding and Video-Image Invertible Consistency. IEEE Trans. Multim. 26: 7386-7397 (2024) - [c130]Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He:
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. AAAI 2024: 17709-17717 - [c129]Yuchen Yang, Yu Wang, Yanfeng Wang:
SDA: Semantic Discrepancy Alignment for Text-conditioned Image Retrieval. ACL (Findings) 2024: 5250-5261 - [c128]Yuhao Wang, Yusheng Liao, Heyang Liu, Hongcheng Liu, Yanfeng Wang, Yu Wang:
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception. ACL (1) 2024: 9192-9205 - [c127]YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang:
DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics. ACL (Findings) 2024: 10231-10241 - [c126]Hongcheng Liu, Pingjie Wang, Zhiyuan Zhu, Yanfeng Wang, Yu Wang:
CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation. LREC/COLING 2024: 2958-2968 - [c125]Chang Liu, Haoning Wu, Yujie Zhong, Xiaoyun Zhang, Yanfeng Wang, Weidi Xie:
Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion Models. CVPR 2024: 6190-6200 - [c124]Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang:
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images. CVPR 2024: 11375-11385 - [c123]Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Low-Rank Knowledge Decomposition for Medical Foundation Models. CVPR 2024: 11611-11620 - [c122]Yuxi Wei, Zi Wang, Yifan Lu, Chenxin Xu, Changxing Liu, Hao Zhao, Siheng Chen, Yanfeng Wang:
Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents. CVPR 2024: 15077-15087 - [c121]Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang:
Audio-Visual Segmentation via Unlabeled Frame Exploitation. CVPR 2024: 26318-26329 - [c120]Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang:
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning. CVPR 2024: 27371-27380 - [c119]Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang, Yanfeng Wang:
ReMamber: Referring Image Segmentation with Mamba Twister. ECCV (10) 2024: 108-126 - [c118]Zeqian Li
, Qirui Chen
, Tengda Han
, Ya Zhang
, Yanfeng Wang
, Weidi Xie
:
Multi-sentence Grounding for Long-Term Instructional Video. ECCV (56) 2024: 200-216 - [c117]Jiayuan Rao, Haoning Wu, Chang Liu, Yanfeng Wang, Weidi Xie:
MatchTime: Towards Automatic Soccer Game Commentary Generation. EMNLP 2024: 1671-1685 - [c116]Wenhao Wang, Xiaoyu Liang, Rui Ye, Jingyi Chai, Siheng Chen, Yanfeng Wang:
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server. EMNLP 2024: 7677-7695 - [c115]Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He:
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios. EMNLP 2024: 8428-8438 - [c114]Yusheng Liao, Shuyang Jiang, Zhe Chen, Yanfeng Wang, Yu Wang:
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation. EMNLP (Findings) 2024: 10562-10581 - [c113]Zhiyuan Zhu, Yusheng Liao, Chenxin Xu, Yunfeng Guan, Yanfeng Wang, Yu Wang:
RA2FD: Distilling Faithfulness into Efficient Dialogue Systems. EMNLP 2024: 12304-12317 - [c112]Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie:
RaTEScore: A Metric for Radiology Report Generation. EMNLP 2024: 15004-15019 - [c111]Linyu Xing, Mengxi Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Pre-Post Interaction Learning for Brain Tumor Segmentation with Missing MRI Modalities. ICASSP 2024: 1711-1715 - [c110]Zexi Liu, Bohan Tang, Ziyuan Ye, Xiaowen Dong, Siheng Chen, Yanfeng Wang:
Hypergraph Transformer for Semi-Supervised Classification. ICASSP 2024: 7515-7519 - [c109]Hongcheng Liu, Zhe Chen, Hui Li, Pingjie Wang, Yanfeng Wang, Yu Wang:
MSG-BART: Multi-Granularity Scene Graph-Enhanced Encoder-Decoder Language Model for Video-Grounded Dialogue Generation. ICASSP 2024: 10516-10520 - [c108]Feng Hong, Jiangchao Yao, Yueming Lyu, Zhihan Zhou, Ivor W. Tsang, Ya Zhang, Yanfeng Wang:
On Harmonizing Implicit Subpopulations. ICLR 2024 - [c107]Yifan Lu, Yue Hu, Yiqi Zhong, Dequan Wang, Yanfeng Wang, Siheng Chen:
An Extensible Framework for Open Heterogeneous Collaborative Perception. ICLR 2024 - [c106]Rui Ye, Yaxin Du, Zhenyang Ni, Yanfeng Wang, Siheng Chen:
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation. ICLR 2024 - [c105]Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts. ICLR 2024 - [c104]Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang:
Long-tailed Diffusion Models with Oriented Calibration. ICLR 2024 - [c103]Jinyi Wang, Fei Ben, Huangjie Zheng, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
MVTexGen: Synthesising 3D Textures Using Multi-View Diffusion. ICME 2024: 1-6 - [c102]Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang:
Diversified Batch Selection for Training Acceleration. ICML 2024 - [c101]Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang:
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization. ICML 2024 - [c100]Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao:
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. ICML 2024 - [c99]Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao:
Q-value Regularized Transformer for Offline Reinforcement Learning. ICML 2024 - [c98]Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen:
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation. ICML 2024 - [c97]Yuhang Zhou, Zihua Zhao, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters. ICML 2024 - [c96]Zixing Lei, Zhenyang Ni, Ruize Han, Shuo Tang, Chen Feng, Siheng Chen, Yanfeng Wang:
Robust Collaborative Perception without External Localization and Clock Devices. ICRA 2024: 7280-7286 - [c95]Yangheng Zhao, Zhen Xiang, Sheng Yin, Xianghe Pang, Yanfeng Wang, Siheng Chen:
MADE: Malicious Agent Detection for Robust Multi-Agent Collaborative Perception. IROS 2024: 13817-13823 - [c94]Rui Ye
, Wenhao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen:
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning. KDD 2024: 6137-6147 - [c93]Yuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Reprogramming Distillation for Medical Foundation Models. MICCAI (11) 2024: 533-543 - [c92]Zihan Zheng
, Houqiang Zhong
, Qiang Hu
, Xiaoyun Zhang
, Li Song
, Ya Zhang
, Yanfeng Wang
:
HPC: Hierarchical Progressive Coding Framework for Volumetric Video. ACM Multimedia 2024: 7937-7946 - [c91]Mengxi Chen, Fei Zhang, Zihua Zhao, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness. NeurIPS 2024 - [c90]Jiaan Luo, Feng Hong, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang:
Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation. NeurIPS 2024 - [c89]Junkai Xia, Chenxin Xu, Qingyao Xu, Yanfeng Wang, Siheng Chen:
Language-Driven Interactive Traffic Trajectory Generation. NeurIPS 2024 - [c88]Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen:
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models. NeurIPS 2024 - [c87]Chunhui Zhang, Li Liu, Guanjie Huang, Hao Wen, Xi Zhou, Yanfeng Wang:
WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark. NeurIPS 2024 - [i167]Yuhao Wang, Yusheng Liao, Heyang Liu, Hongcheng Liu, Yu Wang, Yanfeng Wang:
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception. CoRR abs/2401.07529 (2024) - [i166]Shaoheng Fang, Rui Ye, Wenhao Wang, Zuhong Liu, Yuxiao Wang, Yafei Wang
, Siheng Chen, Yanfeng Wang:
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units. CoRR abs/2401.12862 (2024) - [i165]Yifan Lu, Yue Hu, Yiqi Zhong, Dequan Wang, Siheng Chen, Yanfeng Wang:
An Extensible Framework for Open Heterogeneous Collaborative Perception. CoRR abs/2401.13964 (2024) - [i164]Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen:
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation. CoRR abs/2402.05699 (2024) - [i163]Yuxi Wei, Zi Wang, Yifan Lu, Chenxin Xu, Changxing Liu, Hao Zhao, Siheng Chen, Yanfeng Wang:
Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents. CoRR abs/2402.05746 (2024) - [i162]Rui Ye, Wenhao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen:
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning. CoRR abs/2402.06954 (2024) - [i161]Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang
, Yanfeng Wang, Hui Zhao:
Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagation. CoRR abs/2402.08892 (2024) - [i160]Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang
, Yanfeng Wang, Hui Zhao:
Learning-based Bone Quality Classification Method for Spinal Metastasis. CoRR abs/2402.08910 (2024) - [i159]YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang:
DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics. CoRR abs/2402.11481 (2024) - [i158]Hongcheng Liu, Pingjie Wang, Yu Wang, Yanfeng Wang:
M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation. CoRR abs/2402.11875 (2024) - [i157]Pengcheng Qiu, Chaoyi Wu, Xiaoman Zhang, Weixiong Lin, Haicheng Wang, Ya Zhang, Yanfeng Wang, Weidi Xie:
Towards Building Multilingual Language Model for Medicine. CoRR abs/2402.13963 (2024) - [i156]Yusheng Liao, Yanfeng Wang, Yu Wang:
Leveraging Diverse Modeling Contexts with Collaborating Learning for Neural Machine Translation. CoRR abs/2402.18428 (2024) - [i155]Heyang Liu
, Yu Wang, Yanfeng Wang:
Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview. CoRR abs/2403.00370 (2024) - [i154]Wanru Zhao, Yaxin Du, Nicholas Donald Lane, Siheng Chen, Yanfeng Wang:
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models. CoRR abs/2403.04529 (2024) - [i153]Shuo Tang, Rui Ye, Chenxin Xu, Xiaowen Dong, Siheng Chen, Yanfeng Wang:
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning. CoRR abs/2403.06535 (2024) - [i152]Yusheng Liao, Yutong Meng, Yuhao Wang, Hongcheng Liu, Yanfeng Wang, Yu Wang:
Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator. CoRR abs/2403.08495 (2024) - [i151]Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang:
Audio-Visual Segmentation via Unlabeled Frame Exploitation. CoRR abs/2403.11074 (2024) - [i150]Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang:
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images. CoRR abs/2403.12570 (2024) - [i149]Zhe Chen, Heyang Liu
, Wenyi Yu, Guangzhi Sun, Hongcheng Liu, Ji Wu, Chao Zhang, Yu Wang, Yanfeng Wang:
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset. CoRR abs/2403.14168 (2024) - [i148]Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang, Yanfeng Wang:
ReMamber: Referring Image Segmentation with Mamba Twister. CoRR abs/2403.17839 (2024) - [i147]Aofan Jiang, Chaoqin Huang, Qing Cao, Yuchen Xu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang:
Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning. CoRR abs/2404.04935 (2024) - [i146]Yusheng Liao, Shuyang Jiang, Yu Wang, Yanfeng Wang:
MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts. CoRR abs/2404.09027 (2024) - [i145]Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie, Yanfeng Wang:
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology. CoRR abs/2404.09942 (2024) - [i144]Yuzhu Cai, Sheng Yin, Yuxi Wei, Chenxin Xu, Weibo Mao, Felix Juefei-Xu, Siheng Chen, Yanfeng Wang:
Ethical-Lens: Curbing Malicious Usages of Open-Source Text-to-Image Models. CoRR abs/2404.12104 (2024) - [i143]Zhenyang Ni, Rui Ye, Yuxi Wei, Zhen Xiang, Yanfeng Wang, Siheng Chen:
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models. CoRR abs/2404.12916 (2024) - [i142]Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Jiayu Lei, Ya Zhang, Yanfeng Wang, Weidi Xie:
RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis. CoRR abs/2404.16754 (2024) - [i141]Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Low-Rank Knowledge Decomposition for Medical Foundation Models. CoRR abs/2404.17184 (2024) - [i140]Zixing Lei, Zhenyang Ni, Ruize Han, Shuo Tang, Dingju Wang, Chen Feng, Siheng Chen, Yanfeng Wang:
Robust Collaborative Perception without External Localization and Clock Devices. CoRR abs/2405.02965 (2024) - [i139]Chunhui Zhang, Li Liu, Hao Wen, Xi Zhou, Yanfeng Wang:
Awesome Multi-modal Object Tracking. CoRR abs/2405.14200 (2024) - [i138]Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang:
JointRF: End-to-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression. CoRR abs/2405.14452 (2024) - [i137]Kendall Schmidt, Ben Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouheb, Robert Marti, Ruipeng Zhang, Yao 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:
Fair Evaluation of Federated Learning Algorithms for Automated Breast Density Classification: The Results of the 2022 ACR-NCI-NVIDIA Federated Learning Challenge. CoRR abs/2405.14900 (2024) - [i136]Junkai Xia, Chenxin Xu, Qingyao Xu, Chen Xie, Yanfeng Wang, Siheng Chen:
Language-Driven Interactive Traffic Trajectory Generation. CoRR abs/2405.15388 (2024) - [i135]Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang:
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning. CoRR abs/2405.16996 (2024) - [i134]Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao:
Q-value Regularized Transformer for Offline Reinforcement Learning. CoRR abs/2405.17098 (2024) - [i133]Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao:
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. CoRR abs/2405.18080 (2024) - [i132]Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts. CoRR abs/2405.18861 (2024) - [i131]Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang:
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization. CoRR abs/2405.18890 (2024) - [i130]Ziqing Fan, Ruipeng Zhang, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang:
Federated Learning with Bilateral Curation for Partially Class-Disjoint Data. CoRR abs/2405.18972 (2024) - [i129]Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Ya Zhang, Yanfeng Wang:
Federated Learning under Partially Class-Disjoint Data via Manifold Reshaping. CoRR abs/2405.18983 (2024) - [i128]Chunhui Zhang, Li Liu, Guanjie Huang, Hao Wen, Xi Zhou, Yanfeng Wang:
WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark. CoRR abs/2405.19818 (2024) - [i127]Shuyang Jiang, Yusheng Liao, Ya Zhang, Yu Wang, Yanfeng Wang:
TAIA: Large Language Models are Out-of-Distribution Data Learners. CoRR abs/2405.20192 (2024) - [i126]Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen:
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models. CoRR abs/2406.04845 (2024) - [i125]Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang:
Diversified Batch Selection for Training Acceleration. CoRR abs/2406.04872 (2024) - [i124]Chaoqin Huang, Haoyan Guan, Aofan Jiang, Yanfeng Wang, Michael W. Spratling, Xinchao Wang, Ya Zhang:
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning. CoRR abs/2406.08810 (2024) - [i123]Yuhang Zhou, Zihua Zhao, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters. CoRR abs/2406.09679 (2024) - [i122]Rui Ye, Jingyi Chai, Xiangrui Liu, Yaodong Yang, Yanfeng Wang, Siheng Chen:
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models. CoRR abs/2406.10630 (2024) - [i121]Zhenyang Ni, Zixing Lei, Yifan Lu, Dingju Wang, Chen Feng, Yanfeng Wang, Siheng Chen:
Self-Localized Collaborative Perception. CoRR abs/2406.12712 (2024) - [i120]Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie:
RaTEScore: A Metric for Radiology Report Generation. CoRR abs/2406.16845 (2024) - [i119]Yusheng Liao, Shuyang Jiang, Yanfeng Wang, Yu Wang:
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation. CoRR abs/2406.17484 (2024) - [i118]Jiayuan Rao, Haoning Wu, Chang Liu, Yanfeng Wang, Weidi Xie:
MatchTime: Towards Automatic Soccer Game Commentary Generation. CoRR abs/2406.18530 (2024) - [i117]Yuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
Reprogramming Distillation for Medical Foundation Models. CoRR abs/2407.06504 (2024) - [i116]Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang:
HPC: Hierarchical Progressive Coding Framework for Volumetric Video. CoRR abs/2407.09026 (2024) - [i115]Jiayu Lei, Xiaoman Zhang, Chaoyi Wu, Lisong Dai, Ya Zhang, Yanyong Zhang, Yanfeng Wang, Weidi Xie, Yuehua Li:
AutoRG-Brain: Grounded Report Generation for Brain MRI. CoRR abs/2407.16684 (2024) - [i114]Zihan Zhao, Pingjie Wang, Liudan Zhao, Yuchen Yang, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yu Wang, Yanfeng Wang:
HSDreport: Heart Sound Diagnosis with Echocardiography Reports. CoRR abs/2408.08669 (2024) - [i113]Haoning Wu, Shaocheng Shen, Qiang Hu, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang:
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning. CoRR abs/2408.11001 (2024) - [i112]Chaoyi Wu, Pengcheng Qiu, Jinxin Liu,