Yi Yang 0001 - researchr alias

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Viewing Publication 1 - 100 from 266

2025

Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related DataZhao Zhang 0001, Suiyi Zhao, Xiaojie Jin, Mingliang Xu 0001, Yi Yang 0001, Shuicheng Yan, Meng Wang 0001. pami, 47(2):1073-1088, February 2025. [doi]

Reinforcement learning-based secure training for adversarial defense in graph neural networksDongdong An, Yi Yang 0001, Xin Gao, Hongda Qi, Yang Yang, Xin Ye, Maozhen Li, Qin Zhao. ijon, 630:129704, 2025. [doi]

VLAB: Enhancing Video Language Pretraining by Feature Adapting and BlendingXingjian He, Sihan Chen, Fan Ma, Zhicheng Huang 0002, Xiaojie Jin, Zikang Liu, Dongmei Fu, Yi Yang 0001, Jing Liu 0001, Jiashi Feng. tmm, 27:2168-2180, 2025. [doi]

ZeroMamba: Exploring Visual State Space Model for Zero-Shot LearningWenjin Hou, Dingjie Fu, Kun Li 0008, Shiming Chen, Hehe Fan, Yi Yang 0001. AAAI 2025: 3527-3535 [doi]

Perceptual visual security index: Analyzing image content leakage for vision language modelsLishuang Hu, Tao Xiang 0001, Shangwei Guo, Xiaoguo Li, Yi Yang 0001. istr, 89:103988, 2025. [doi]

Decomposed Prototype Learning for Few-Shot Scene Graph GenerationXingchen Li, Jun Xiao 0001, Guikun Chen, Yinfu Feng, Yi Yang 0001, An-An Liu, Long Chen 0016. tomccap, 21(1), January 2025. [doi]

ABVS breast tumour segmentation via integrating CNN with dilated sampling self-attention and feature interaction TransformerYiyao Liu, Jinyao Li, Yi Yang 0001, Cheng Zhao 0003, Yongtao Zhang, Peng Yang 0011, Lei Dong, Xiaofei Deng, Ting Zhu, Tianfu Wang 0001, Wei Jiang, Baiying Lei. NN, 187:107312, 2025. [doi]

Kill Two Birds with One Stone: Domain Generalization for Semantic Segmentation via Network PruningYawei Luo, Ping Liu 0004, Yi Yang 0001. ijcv, 133(1):335-352, January 2025. [doi]

Autonomous LLM-Enhanced Adversarial Attack for Text-to-MotionHonglei Miao, Fan Ma, Ruijie Quan, Kun Zhan, Yi Yang 0001. AAAI 2025: 6144-6152 [doi]

Hybrid-noise generative diffusion probabilistic model for cervical spine MRI image generationEnyuan Pan, Yuan Zhong, Ping Li, Yi Yang 0001, Jin Zhou. cmpb, 262:108639, 2025. [doi]

BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain ActivitiesZhibo Tian, Ruijie Quan, Fan Ma, Kun Zhan, Yi Yang 0001. AAAI 2025: 14414-14422 [doi]

Visual knowledge in the big model era: retrospect and prospectWenguan Wang, Yi Yang 0001, Yunhe Pan. jzusc, 26(1):1-19, January 2025. [doi]

Towards Data-And Knowledge-Driven AI: A Survey on Neuro-Symbolic ComputingWenguan Wang, Yi Yang 0001, Fei Wu 0001. pami, 47(2):878-899, February 2025. [doi]

A multi-scale self-calibrating lung nodule detection based on SPC-UNetMengyi Zhang, Lijing Sun, Xinning Li, Wenjun Zhu, Yi Yang 0001, Fei Yan. bspc, 104:107515, 2025. [doi]

Cut-and-Paste: Subject-driven video editing with attention controlZhichao Zuo, Zhao Zhang 0001, Yan Luo, Yang Zhao 0002, Haijun Zhang 0002, Yi Yang 0001, Meng Wang 0001. NN, 181:106818, 2025. [doi]

2024

Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape DataTuo Feng 0001, Wenguan Wang, Ruijie Quan, Yi Yang 0001. eccv 2025: 73-91 [doi]

Emotional Synchronization for Audio-Driven Talking-Head GenerationZhao Zhang 0001, Yan Luo, Zhichao Zuo, Richang Hong, Yi Yang 0001, Meng Wang 0001. icdm 2024: 610-618 [doi]

LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse KernelsTuo Feng 0001, Wenguan Wang, Fan Ma, Yi Yang 0001. cvpr 2024: 14916-14927 [doi]

Method for calculating pressure losses in the pipelines of slurry shield tunneling based on coupled simulation of computational fluid dynamics and discrete element methodYi Yang 0001, Xinggao Li, Yidong Guo, Yingran Fang. cacie, 39(2):300-316, January 2024. [doi]

FRC-Net: A Simple Yet Effective Architecture for Low-Light Image EnhancementZhao Zhang 0001, Huan Zheng, Richang Hong, Jicong Fan, Yi Yang 0001, Shuicheng Yan. tce, 70(1):3332-3340, February 2024. [doi]

Differentially Private Neural Tangent Kernels (DP-NTK) for Privacy-Preserving Data GenerationYi Yang 0001, Kamil Adamczewski, Xiaoxiao Li, Danica J. Sutherland, Mijung Park. jair, 81:683-700, 2024. [doi]

Active Learning for Deep Visual TrackingDi Yuan 0002, Xiaojun Chang, Qiao Liu 0001, Yi Yang 0001, Dehua Wang, Minglei Shu, Zhenyu He 0001, Guangming Shi. tnn, 35(10):13284-13296, October 2024. [doi]

Divide and Retain: A Dual-Phase Modeling for Long-Tailed Visual RecognitionHu Zhang 0005, Linchao Zhu, Xiaohan Wang, Yi Yang 0001. tnn, 35(10):13538-13549, October 2024. [doi]

Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language ModelsShuai Zhao 0006, Xiaohan Wang, Linchao Zhu, Yi Yang 0001. iclr 2024: [doi]

CLIP4STR: A Simple Baseline for Scene Text Recognition With Pre-Trained Vision-Language ModelShuai Zhao 0006, Ruijie Quan, Linchao Zhu, Yi Yang 0001. TIP, 33:6893-6904, 2024. [doi]

An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-IdentificationLei Zhang 0038, Xiaowei Fu, Fuxiang Huang, Yi Yang 0001, Xinbo Gao 0001. ijcv, 132(9):3823-3846, September 2024. [doi]

Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial AttacksLei Zhang 0038, Yuhang Zhou, Yi Yang 0001, Xinbo Gao 0001. pami, 46(10):6669-6687, October 2024. [doi]

NICEST: Noisy Label Correction and Training for Robust Scene Graph GenerationLin Li 0065, Jun Xiao 0001, Hanrong Shi, Hanwang Zhang, Yi Yang 0001, Wei Liu 0005, Long Chen 0016. pami, 46(10):6873-6888, October 2024. [doi]

Prototype Learning for Micro-gesture ClassificationGuoliang Chen, Fei Wang 0032, Kun Li 0008, Zhiliang Wu, Hehe Fan, Yi Yang 0001, Meng Wang 0001, Dan Guo. miga 2024: [doi]

Transferring to Real-World Layouts: A Depth-aware Framework for Scene AdaptationMu Chen, Zhedong Zheng, Yi Yang 0001. mm 2024: 399-408 [doi]

General and Task-Oriented Video SegmentationMu Chen, Liulei Li, Wenguan Wang, Ruijie Quan, Yi Yang 0001. eccv 2025: 72-92 [doi]

Progressive Point Cloud Denoising with Cross-Stage Cross-Coder Adaptive Edge Graph Convolution NetworkWu Chen, Hehe Fan, Qiuping Jiang, Chao Huang 0008, Yi Yang 0001. mm 2024: 6578-6587 [doi]

Neural Clustering Based Visual Representation LearningGuikun Chen, Xia Li, Yi Yang 0001, Wenguan Wang. cvpr 2024: 5714-5725 [doi]

Understanding and Accelerating Neural Architecture Search With Training-Free and Theory-Grounded MetricsWuyang Chen, Xinyu Gong, Junru Wu, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang 0001, Zhangyang Wang. pami, 46(2):749-763, February 2024. [doi]

Clustering Propagation for Universal Medical Image SegmentationYuhang Ding, Liulei Li, Wenguan Wang, Yi Yang 0001. cvpr 2024: 3357-3369 [doi]

VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in MinecraftYubo Dong, Xukun Zhu, Zhengzhe Pan, Linchao Zhu, Yi Yang 0001. acl 2014: 16290-16314 [doi]

Navigation Instruction Generation with BEV Perception and Large Language ModelsSheng Fan, Rui Liu, Wenguan Wang, Yi Yang 0001. eccv 2025: 368-387 [doi]

2: Mixture of Scale and Shift Experts for Text-Only Video CaptioningHeng Jia, Yunqiu Xu, Linchao Zhu, Guang Chen, Yufei Wang, Yi Yang 0001. mm 2024: 8498-8507 [doi]

Controllable Navigation Instruction Generation with Chain of Thought PromptingXianghao Kong, Jinyu Chen, Wenguan Wang, Hang Su 0006, Xiaolin Hu 0001, Yi Yang 0001, Si Liu 0001. eccv 2025: 37-54 [doi]

Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion ModelsLiulei Li, Wenguan Wang, Yi Yang 0001. nips 2024: [doi]

IDPro: Flexible Interactive Video Object Segmentation by ID-Queried Concurrent PropagationKexin Li, Tao Jiang 0042, Zongxin Yang, Yi Yang 0001, Yueting Zhuang, Jun Xiao 0001. tcsv, 34(12):12171-12183, December 2024. [doi]

TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-AlignmentWei Li, Hehe Fan, Yongkang Wong, Mohan S. Kankanhalli, Yi Yang 0001. nips 2024: [doi]

Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition LearningWei Li, Hehe Fan, Yongkang Wong, Yi Yang 0001, Mohan S. Kankanhalli. icml 2024: [doi]

CapHuman: Capture Your Moments in Parallel UniversesChao Liang, Fan Ma, Linchao Zhu, Yingying Deng, Yi Yang 0001. cvpr 2024: 6400-6409 [doi]

Noise-Tolerant Hybrid Prototypical Learning with Noisy Web DataChao Liang, Linchao Zhu, Zongxin Yang, Wei Chen 0001, Yi Yang 0001. tomccap, 20(10), October 2024. [doi]

Adversarial capsule autoencoder with style vectors for image generationXiufeng Liu, Yi Yang 0001, Zhongqiu Zhao, Zhao Zhang 0001. jei, 33(6), 2024. [doi]

High Fidelity Makeup via 2D and 3D Identity Preservation NetJinliang Liu, Zhedong Zheng, Zongxin Yang, Yi Yang 0001. tomccap, 20(8), August 2024. [doi]

Bilaterally Normalized Scale-Consistent Sinkhorn Distance for Few-Shot Image ClassificationYanbin Liu, Linchao Zhu, Xiaohan Wang, Makoto Yamada, Yi Yang 0001. tnn, 35(8):11475-11485, August 2024. [doi]

Volumetric Environment Representation for Vision-Language NavigationRui Liu, Wenguan Wang, Yi Yang 0001. cvpr 2024: 16317-16328 [doi]

FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal AttentionYu Lu, Yuanzhi Liang, Linchao Zhu, Yi Yang 0001. nips 2024: [doi]

Exploiting Unlabeled Videos for Video-Text Retrieval via Pseudo-Supervised LearningYu Lu, Ruijie Quan, Linchao Zhu, Yi Yang 0001. TIP, 33:6748-6760, 2024. [doi]

Show Me a Video: A Large-Scale Narrated Video Dataset for Coherent Story IllustrationYu Lu, Feiyue Ni, Haofan Wang, Xiaofeng Guo, Linchao Zhu, Zongxin Yang, Ruihua Song, Lele Cheng, Yi Yang 0001. tmm, 26:2456-2466, 2024. [doi]

Large language model and domain-specific model collaboration for smart educationYawei Luo, Yi Yang 0001. jzusc, 25(3):333-341, March 2024. [doi]

MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language ProductionJian Ma, Wenguan Wang, Yi Yang 0001, Feng Zheng. acl 2014: 7241-7254 [doi]

Mutual Learning for Acoustic Matching and Dereverberation via Visual Scene-Driven DiffusionJian Ma, Wenguan Wang, Yi Yang 0001, Feng Zheng. eccv 2025: 331-349 [doi]

Vista-llama: Reducing Hallucination in Video Language Models via Equal Distance to Visual TokensFan Ma, Xiaojie Jin, Heng Wang, Yuchen Xian, Jiashi Feng, Yi Yang 0001. cvpr 2024: 13151-13160 [doi]

Stitching Segments and Sentences towards Generalization in Video-Text Pre-trainingFan Ma, Xiaojie Jin, Heng Wang, Jingjia Huang, Linchao Zhu, Yi Yang 0001. AAAI 2024: 4080-4088 [doi]

Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance FieldsZhiyuan Min, Yawei Luo, Wei Yang 0011, Yuesong Wang 0001, Yi Yang 0001. cvpr 2024: 4906-4916 [doi]

Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View SynthesisZhiyuan Min, Yawei Luo, Jianwen Sun, Yi Yang 0001. nips 2024: [doi]

Clustering for Protein Representation LearningRuijie Quan, Wenguan Wang, Fan Ma, Hehe Fan, Yi Yang 0001. cvpr 2024: 319-329 [doi]

Psychometry: An Omnifit Model for Image Reconstruction from Human Brain ActivityRuijie Quan, Wenguan Wang, Zhibo Tian, Fan Ma, Yi Yang 0001. cvpr 2024: 233-243 [doi]

Knowledge-Guided Causal Intervention for Weakly-Supervised Object LocalizationFeifei Shao, Yawei Luo, Fei Gao 0014, Yi Yang 0001, Jun Xiao 0001. tkde, 36(11):6477-6489, November 2024. [doi]

Neural Interaction Energy for Multi-Agent Trajectory PredictionKaixin Shen, Ruijie Quan, Linchao Zhu, Jun Xiao 0001, Yi Yang 0001. mm 2024: 1952-1960 [doi]

Nodule-CLIP: Lung nodule classification based on multi-modal contrastive learningLijing Sun, Mengyi Zhang, Yu Lu, Wenjun Zhu, Yi Yang 0001, Fei Yan. cbm, 175:108505, 2024. [doi]

Progressive Stereo Image Dehazing Network via Cross-View Region InteractionJunhu Wang, Yanyan Wei, Zhao Zhang 0001, Jicong Fan, Yang Zhao, Yi Yang 0001, Meng Wang 0001. tmm, 26:7490-7502, 2024. [doi]

ReGO: Reference-Guided Outpainting for Scenery ImageYaxiong Wang, Yunchao Wei, Xueming Qian, Li Zhu, Yi Yang 0001. TIP, 33:1375-1388, 2024. [doi]

Depth-Aware Blind Image Decomposition for Real-World Adverse Weather RecoveryChao Wang, Zhedong Zheng, Ruijie Quan, Yi Yang 0001. eccv 2025: 379-397 [doi]

Learning Cross-View Geo-Localization Embeddings via Dynamic Weighted Decorrelation RegularizationTingyu Wang, Zhedong Zheng, Zunjie Zhu, Yaoqi Sun, Chenggang Yan 0001, Yi Yang 0001. tgrs, 62:1-12, 2024. [doi]

Multiple-environment Self-adaptive Network for aerial-view geo-localizationTingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan 0001, Yi Yang 0001, Tat-Seng Chua. PR, 152:110363, 2024. [doi]

Nonverbal Interaction DetectionJianan Wei, Tianfei Zhou, Yi Yang 0001, Wenguan Wang. eccv 2025: 277-295 [doi]

GG-Editor: Locally Editing 3D Avatars with Multimodal Large Language Model GuidanceYunqiu Xu, Linchao Zhu, Yi Yang 0001. mm 2024: 10910-10919 [doi]

DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent)Zongxin Yang, Guikun Chen, Xiaodi Li, Wenguan Wang, Yi Yang 0001. icml 2024: [doi]

Scalable Video Object Segmentation With Identification MechanismZongxin Yang, Jiaxu Miao, Yunchao Wei, Wenguan Wang, Xiaohan Wang, Yi Yang 0001. pami, 46(9):6247-6262, September 2024. [doi]

FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language ModelsXihang Yue, Linchao Zhu, Yi Yang 0001. acl 2014: 16348-16361 [doi]

PLTON: Product-Level Try-on with Realistic Clothes Shading and WrinklesYanlong Zang, Han Yang, Jiaxu Miao, Yi Yang 0001. ijcnn 2024: 1-8 [doi]

Pyramid-attentive GAN for multimodal brain image complementation in Alzheimer's disease classificationMengyi Zhang, Lijing Sun, Zhaokai Kong, Wenjun Zhu, Yi Yang 0001, Fei Yan. bspc, 89:105652, 2024. [doi]

MS-DETR: Efficient DETR Training with Mixed SupervisionChuyang Zhao, Yifan Sun 0003, Wenhao Wang, Qiang Chen 0007, Errui Ding, Yi Yang 0001, Jingdong Wang 0001. cvpr 2024: 17027-17036 [doi]

Improving Bird's Eye View Semantic Segmentation by Task DecompositionTianhao Zhao, Yongcan Chen, Yu Wu 0011, Tianyang Liu, Bo Du 0001, Peilun Xiao, Shi Qiu, Hongda Yang, Guozhen Li, Yi Yang 0001, Yutian Lin. cvpr 2024: 15512-15521 [doi]

A multi-stage approach for high-precision measurement of cervical curvature in X-ray imagesYuan Zhong, Ya-Nan Huang, Jing Zhou, Ping Li 0024, Yi Yang 0001, Li-Tai Ma, Xiang Zhang. bspc, 90:105835, 2024. [doi]

HeadStudio: Text to Animatable Head Avatars with 3D Gaussian SplattingZhenglin Zhou, Fan Ma, Hehe Fan, Zongxin Yang, Yi Yang 0001. eccv 2025: 145-163 [doi]

2023

Data-Driven single image deraining: A Comprehensive review and new perspectivesZhao Zhang 0001, Yanyan Wei, Haijun Zhang 0002, Yi Yang 0001, Shuicheng Yan, Meng Wang 0001. PR, 143:109740, November 2023. [doi]

Decompose to Generalize: Species-Generalized Animal Pose EstimationGuangrui Li 0005, Yifan Sun 0003, Zongxin Yang, Yi Yang 0001. iclr 2023: [doi]

Fast data-free model compression via dictionary-pair reconstructionYangcheng Gao, Zhao Zhang 0001, Haijun Zhang 0002, Mingbo Zhao, Yi Yang 0001, Meng Wang 0001. kais, 65(8):3435-3461, 2023. [doi]

DMRNet++: Learning Discriminative Features With Decoupled Networks and Enriched Pairs for One-Step Person SearchChuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang 0001. pami, 45(6):7319-7337, June 2023. [doi]

Suppressing the Heterogeneity: A Strong Feature Extractor for Few-shot SegmentationZhengdong Hu, Yifan Sun 0003, Yi Yang 0001. iclr 2023: [doi]

Collaborative Content-Dependent Modeling: A Return to the Roots of Salient Object DetectionSiyu Jiao, Vidit Goel, Shant Navasardyan, Zongxin Yang, Levon Khachatryan, Yi Yang 0001, Yunchao Wei, Yao Zhao 0001, Humphrey Shi. TIP, 32:4237-4246, 2023. [doi]

A knowledge-guided and traditional Chinese medicine informed approach for herb recommendationZhe Jin, Yin Zhang 0006, Jiaxu Miao, Yi Yang 0001, Yueting Zhuang, Yunhe Pan. jzusc, 24(10):1416-1429, October 2023. [doi]

Neural-Logic Human-Object Interaction DetectionLiulei Li, Jianan Wei, Wenguan Wang, Yi Yang 0001. nips 2023: [doi]

DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only TrainingWei Li, Linchao Zhu, Longyin Wen, Yi Yang 0001. iclr 2023: [doi]

Local-Global Context Aware Transformer for Language-Guided Video SegmentationChen Liang, Wenguan Wang, Tianfei Zhou, Jiaxu Miao, Yawei Luo, Yi Yang 0001. pami, 45(8):10055-10069, August 2023. [doi]

ProD: Prompting-to-disentangle Domain Knowledge for Cross-domain Few-shot Image ClassificationTianyi Ma, Yifan Sun 0003, Zongxin Yang, Yi Yang 0001. cvpr 2023: 19754-19763 [doi]

Personas-based Student Grouping using reinforcement learning and linear programmingShaojie Ma, Yawei Luo, Yi Yang 0001. kbs, 281:111071, December 2023. [doi]

Text Augmented Spatial Aware Zero-shot Referring Image SegmentationYucheng Suo, Linchao Zhu, Yi Yang 0001. emnlp 2023: 1032-1043 [doi]

Context-Aware Pretraining for Efficient Blind Image DecompositionChao Wang, Zhedong Zheng, Ruijie Quan, Yifan Sun 0003, Yi Yang 0001. cvpr 2023: 18186-18195 [doi]

Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse LabelsShu-Lin Xu, Yifan Sun 0003, Faen Zhang, Anqi Xu, Xiu-Shen Wei, Yi Yang 0001. nips 2023: [doi]

Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object DetectionYunqiu Xu, Chunluan Zhou, Xin Yu 0002, Yi Yang 0001. TIP, 32:1992-2002, 2023. [doi]

Exploring Expression-related Self-supervised Learning and Spatial Reserve Pooling for Affective Behaviour AnalysisFanglei Xue, Yifan Sun 0003, Yi Yang 0001. cvpr 2023: 5701-5708 [doi]

Global-correlated 3D-decoupling Transformer for Clothed Avatar ReconstructionZechuan Zhang, Li Sun, Zongxin Yang, Ling Chen 0001, Yi Yang 0001. nips 2023: [doi]

Multi-view Consistent Generative Adversarial Networks for Compositional 3D-Aware Image SynthesisXuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang 0001, Tat-Seng Chua. ijcv, 131(8):2219-2242, August 2023. [doi]

Differentiable Multi-Granularity Human ParsingTianfei Zhou, Yi Yang 0001, Wenguan Wang. pami, 45(7):8296-8310, July 2023. [doi]

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