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Viewing Publication 1 - 100 from 395

2024

Spatial-Temporal Knowledge-Embedded Transformer for Video Scene Graph GenerationTao Pu 0002, Tianshui Chen, Hefeng Wu, Yongyi Lu, Liang Lin. TIP, 33:556-568, 2024. [doi]

EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoEJunyi Chen, Longteng Guo, Jia Sun, Shuai Shao 0005, Zehuan Yuan, Liang Lin, Dongyu Zhang. AAAI 2024: 1110-1119 [doi]

Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal ApproachZiliang Chen, Yongsen Zheng, Zhao-Rong Lai, Quanlong Guan, Liang Lin. AAAI 2024: 11471-11479 [doi]

MirrorDiffusion: Stabilizing Diffusion Process in Zero-Shot Image Translation by Prompts Redescription and BeyondYupei Lin, Xiaoyu Xian, Yukai Shi, Liang Lin. spl, 31:306-310, 2024. [doi]

Prototypical Graph Contrastive LearningShuai Lin, Chen Liu, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng 0001, Liang Lin, Eric P. Xing, Xiaodan Liang. tnn, 35(2):2747-2758, February 2024. [doi]

Hand Gesture Authentication by Discovering Fine-Grained Spatiotemporal Identity CharacteristicsWenwei Song, Wenxiong Kang, Liang Lin. tcsv, 34(1):461-474, January 2024. [doi]

DNA Family: Boosting Weight-Sharing NAS With Block-Wise SupervisionsGuangrun Wang, Changlin Li, Liuchun Yuan, Jiefeng Peng, Xiaoyu Xian, Xiaodan Liang, Xiaojun Chang, Liang Lin. pami, 46(5):2722-2740, May 2024. [doi]

IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-Sensing ImagesMeilin Wang, Yexing Song, Pengxu Wei, Xiaoyu Xian, Yukai Shi, Liang Lin. tgrs, 62:1-14, 2024. [doi]

FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender SystemYongsen Zheng, Ziliang Chen, Jinghui Qin, Liang Lin. AAAI 2024: 9405-9413 [doi]

2023

Fine-Grained Face Editing via Personalized Spatial-Aware Affine ModulationSi Liu 0001, Renda Bao, Defa Zhu, Shaofei Huang, Qiong Yan, Liang Lin, Chao Dong. tmm, 25:4213-4224, 2023. [doi]

Semantic representation and dependency learning for multi-label image recognitionTao Pu 0002, Mingzhan Sun, Hefeng Wu, Tianshui Chen, Ling Tian, Liang Lin. ijon, 526:121-130, March 2023. [doi]

Fashion Retrieval via Graph Reasoning Networks on a Similarity PyramidYiming Gao 0004, Zhanghui Kuang, Guanbin Li, Ping Luo 0002, Yimin Chen, Liang Lin, Wayne Zhang. pami, 45(6):7019-7034, June 2023. [doi]

Hybrid-Order Representation Learning for Electricity Theft DetectionYuying Zhu 0007, Yang Zhang, Lingbo Liu, Yang Liu 0084, Guanbin Li, Mingzhi Mao, Liang Lin. tii, 19(2):1248-1259, 2023. [doi]

Real-World Image Super-Resolution by Exclusionary Dual-LearningHao Li 0058, Jinghui Qin, Zhijing Yang, Pengxu Wei, Jinshan Pan, Liang Lin, Yukai Shi. tmm, 25:4752-4763, 2023. [doi]

Cross-Modal Causal Relational Reasoning for Event-Level Visual Question AnsweringYang Liu 0084, Guanbin Li, Liang Lin. pami, 45(10):11624-11641, October 2023. [doi]

A Retrospect to Multi-prompt Learning across Vision and LanguageZiliang Chen, Xin Huang, Quanlong Guan, Liang Lin, Weiqi Luo 0002. iccv 2023: 22133-22144 [doi]

IRA-FSOD: Instant-Response and Accurate Few-Shot Object DetectorJunying Huang, Junhao Cao, Liang Lin, Dongyu Zhang. tcsv, 33(11):6912-6923, November 2023. [doi]

Reward-Adaptive Reinforcement Learning: Dynamic Policy Gradient Optimization for Bipedal LocomotionChangxin Huang, Guangrun Wang, Zhibo Zhou, Ronghui Zhang, Liang Lin. pami, 45(6):7686-7695, June 2023. [doi]

Discourse-Aware Graph Networks for Textual Logical ReasoningYinya Huang, Lemao Liu, Kun Xu 0005, Meng Fang, Liang Lin, Xiaodan Liang. pami, 45(10):11668-11688, October 2023. [doi]

Understanding Self-attention Mechanism via Dynamical System PerspectiveZhongzhan Huang, Mingfu Liang, Jinghui Qin, ShanShan Zhong, Liang Lin. iccv 2023: 1412-1422 [doi]

ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip ConnectionZhongzhan Huang, Pan Zhou, Shuicheng Yan, Liang Lin. nips 2023: [doi]

A low-cost lane-level navigation algorithm based on visual informationPan Jiang, Wei Yan, Hongkai Wang, Yilong Yuan, Jin He, Liang Lin, Chang Liu. plans 2023: 1380-1384 [doi]

Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from VideosHaoyuan Li, Haoye Dong, Hanchao Jia, Dong Huang, Michael C. Kampffmeyer, Liang Lin, Xiaodan Liang. iccv 2023: 8710-8719 [doi]

Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive LearningBingqian Lin, Yanxin Long, Yi Zhu 0004, Fengda Zhu, Xiaodan Liang, Qixiang Ye, Liang Lin. pami, 45(10):12535-12549, October 2023. [doi]

Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical DiagnosisJunfan Lin, Keze Wang, Ziliang Chen, Xiaodan Liang, Liang Lin. pami, 45(11):13363-13375, November 2023. [doi]

Actional Atomic-Concept Learning for Demystifying Vision-Language NavigationBingqian Lin, Yi Zhu, Xiaodan Liang, Liang Lin, Jianzhuang Liu. AAAI 2023: 1568-1576 [doi]

Anser: Adaptive Information Sharing Framework of AnalyticDBLiang Lin, Yuhan Li, Bin Wu 0003, Huijun Mai, Renjie Lou, Jian Tan, Feifei Li 0001. pvldb, 16(12):3636-3648, 2023. [doi]

Being Comes from Not-Being: Open-Vocabulary Text-to-Motion Generation with Wordless TrainingJunfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang Wen Chen. cvpr 2023: 23222-23231 [doi]

DenseLight: Efficient Control for Large-scale Traffic Signals with Dense FeedbackJunfan Lin, Yuying Zhu 0007, Lingbo Liu, Yang Liu, Guanbin Li, Liang Lin. IJCAI 2023: 6058-6066 [doi]

Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road ExtractionLingbo Liu, Zewei Yang, Guanbin Li, Kuo Wang, Tianshui Chen, Liang Lin. tnn, 34(7):3308-3322, July 2023. [doi]

Online Metro Origin-Destination Prediction via Heterogeneous Information AggregationLingbo Liu, Yuying Zhu 0007, Guanbin Li, Ziyi Wu, Lei Bai 0001, Liang Lin. pami, 45(3):3574-3589, March 2023. [doi]

RecFormer: Recurrent Multi-modal Transformer with History-Aware Contrastive Learning for Visual DialogLiucun Lu, Jinghui Qin, Zequn Jie, Lin Ma 0002, Liang Lin, Xiaodan Liang. prcv 2024: 159-171 [doi]

Enhanced Soft Label for Semi-Supervised Semantic SegmentationJie Ma, Chuan Wang, Yang Liu, Liang Lin, Guanbin Li. iccv 2023: 1185-1195 [doi]

Learning image blind denoisers without explicit noise modelingLin Nie, Junfan Lin, Wenxiong Kang, Yukai Shi, Liang Lin. mta, 82(18):27839-27859, July 2023. [doi]

Adapting Object Size Variance and Class Imbalance for Semi-supervised Object DetectionYuxiang Nie, Chaowei Fang, Lechao Cheng, Liang Lin, Guanbin Li. AAAI 2023: 1966-1974 [doi]

HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender SystemMingjie Qian, Yongsen Zheng, Jinghui Qin, Liang Lin. emnlp 2023: 10281-10290 [doi]

ADASR: An Adversarial Auto-Augmentation Framework for Hyperspectral and Multispectral Data FusionJinghui Qin, Lihuang Fang, Ruitao Lu, Liang Lin, Yukai Shi. lgrs, 20:1-5, 2023. [doi]

Multi-Stage Spatio-Temporal Aggregation Transformer for Video Person Re-IdentificationZiyi Tang, Ruimao Zhang, Zhanglin Peng, Jinrui Chen, Liang Lin. tmm, 25:7917-7929, 2023. [doi]

Research on Digital Monitoring Technology for Airport High-Pressure Rotary Jet PilesKe Tang, Lan Cheng, Xiao Wang, Chenqiang Pan, Liang Lin, Li Dong, Bo Li. access, 11:112731-112752, 2023. [doi]

De-biased Teacher: Rethinking IoU Matching for Semi-supervised Object DetectionKuo Wang, Jingyu Zhuang, Guanbin Li, Chaowei Fang, Lechao Cheng, Liang Lin, Fan Zhou. AAAI 2023: 2573-2580 [doi]

Urban regional function guided traffic flow predictionKuo Wang, Lingbo Liu, Yang Liu 0084, Guanbin Li, Fan Zhou, Liang Lin. isci, 634:308-320, July 2023. [doi]

Taylor Neural Network for Real-World Image Super-ResolutionPengxu Wei, Ziwei Xie, Guanbin Li, Liang Lin. TIP, 32:1942-1951, 2023. [doi]

Visual Causal Scene Refinement for Video Question AnsweringYushen Wei, Yang Liu 0084, Hong Yan, Guanbin Li, Liang Lin. mm 2023: 377-386 [doi]

Towards Real-World Burst Image Super-Resolution: Benchmark and MethodPengxu Wei, Yujing Sun, Xingbei Guo, Chang Liu, Guanbin Li, Jie Chen, Xiangyang Ji, Liang Lin. iccv 2023: 13187-13196 [doi]

Scene Graph to Image Synthesis via Knowledge ConsensusYang Wu, Pengxu Wei, Liang Lin. AAAI 2023: 2856-2865 [doi]

Multi-object Video Generation from Single Frame LayoutsYang Wu, Zhibin Liu, Hefeng Wu, Liang Lin. icmcs 2023: 2249-2254 [doi]

Adversarially Robust Source-free Domain Adaptation with Relaxed Adversarial TrainingYao Xiao, Pengxu Wei, Cong Liu 0001, Liang Lin. icmcs 2023: 2681-2686 [doi]

Masked Images Are Counterfactual Samples for Robust Fine-TuningYao Xiao, Ziyi Tang, Pengxu Wei, Cong Liu 0001, Liang Lin. cvpr 2023: 20301-20310 [doi]

SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-trainingHong Yan, Yang Liu, Yushen Wei, Zhen Li, Guanbin Li, Liang Lin. iccv 2023: 5583-5595 [doi]

Ego Lane Estimation Using Visual Information and High Definition MapWei Yan, Ning Xiao, Pan Jiang, Hongkai Wang, Yilong Yuan, Liang Lin, Chang Liu. plans 2023: 603-608 [doi]

LAW-Diffusion: Complex Scene Generation by Diffusion with LayoutsBinbin Yang, Yi Luo, Ziliang Chen, Guangrun Wang, Xiaodan Liang, Liang Lin. iccv 2023: 22612-22622 [doi]

OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided MixupZhijing Yang, Junyang Chen, Yukai Shi, Hao Li 0058, Tianshui Chen, Liang Lin. tmm, 25:1477-1488, 2023. [doi]

Object-aware navigation for remote embodied visual referring expressionZhaohuan Zhan, Liang Lin, Guang Tan. ijon, 515:68-78, 2023. [doi]

FIRE: Fine Implicit Reconstruction Enhancement with Detailed Body Part Labels and Geometric FeaturesJunzheng Zhang, Xipeng Chen, Keze Wang, Pengxu Wei, Liang Lin. prcv 2024: 54-65 [doi]

DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic AlignmentXujie Zhang, Binbin Yang, Michael C. Kampffmeyer, Wenqing Zhang, Shiyue Zhang, Guansong Lu, Liang Lin, Hang Xu, Xiaodan Liang. iccv 2023: 23097-23106 [doi]

Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal TransformerYang Zhang, Lingbo Liu, Xinyu Xiong, Guanbin Li, Guoli Wang, Liang Lin. IJCAI 2023: 6308-6316 [doi]

RankMatch: Fostering Confidence and Consistency in Learning with Noisy LabelsZiyi Zhang, Weikai Chen 0001, Chaowei Fang, Zhen Li, Lechao Chen, Liang Lin, Guanbin Li. iccv 2023: 1644-1654 [doi]

Graph-Convolved Factorization Machines for Personalized RecommendationYongsen Zheng, Pengxu Wei, Ziliang Chen, Yang Cao, Liang Lin. tkde, 35(2):1567-1580, 2023. [doi]

SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language ModelsShanShan Zhong, Zhongzhan Huang, Weushao Wen, Jinghui Qin, Liang Lin. mm 2023: 567-578 [doi]

Identity-Preserving Talking Face Generation with Landmark and Appearance PriorsWeizhi Zhong, Chaowei Fang, Yinqi Cai, Pengxu Wei, Gangming Zhao, Liang Lin, Guanbin Li. cvpr 2023: 9729-9738 [doi]

DreamEditor: Text-Driven 3D Scene Editing with Neural FieldsJingyu Zhuang, Chen Wang, Liang Lin, Lingjie Liu, Guanbin Li. siggrapha 2023: [doi]

2022

Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsTao Pu 0002, Tianshui Chen, Hefeng Wu, Liang Lin. AAAI 2022: 2091-2098 [doi]

Configurable Graph Reasoning for Visual Relationship DetectionYi Zhu 0004, Xiwen Liang, Bingqian Lin, Qixiang Ye, Jianbin Jiao, Liang Lin, Xiaodan Liang. tnn, 33(1):117-129, 2022. [doi]

A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and LearningHongjun Wang 0005, Guanbin Li, Xiaobai Liu, Liang Lin. pami, 44(4):1725-1737, 2022. [doi]

TCGL: Temporal Contrastive Graph for Self-Supervised Video Representation LearningYang Liu 0084, Keze Wang, Lingbo Liu, Haoyuan Lan, Liang Lin. TIP, 31:1978-1993, 2022. [doi]

Causal Reasoning Meets Visual Representation Learning: A Prospective StudyYang Liu 0084, Yushen Wei, Hong Yan, Guanbin Li, Liang Lin. ijautcomp, 19(6):485-511, 2022. [doi]

Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation EmbeddingQingxing Cao, Bailin Li, Xiaodan Liang, Keze Wang, Liang Lin. tnn, 33(7):2758-2767, 2022. [doi]

Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph LearningTianshui Chen, Tao Pu 0002, Hefeng Wu, Yuan Xie 0004, Lingbo Liu, Liang Lin. pami, 44(12):9887-9903, 2022. [doi]

Knowledge-Guided Multi-Label Few-Shot Learning for General Image RecognitionTianshui Chen, Liang Lin, Riquan Chen, Xiaolu Hui, Hefeng Wu. pami, 44(3):1371-1384, 2022. [doi]

Structured Semantic Transfer for Multi-Label Recognition with Partial LabelsTianshui Chen, Tao Pu 0002, Hefeng Wu, Yuan Xie 0004, Liang Lin. AAAI 2022: 339-346 [doi]

Structure-Preserving 3D Garment Modeling with Neural Sewing MachinesXipeng Chen, Guangrun Wang, Dizhong Zhu, Xiaodan Liang, Philip H. S. Torr, Liang Lin. nips 2022: [doi]

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical ExpressionJiaqi Chen, Tong Li, Jinghui Qin, Pan Lu, Liang Lin, Chongyu Chen, Xiaodan Liang. emnlp 2022: 3313-3323 [doi]

Adversarially-Aware Robust Object DetectorZiyi Dong, Pengxu Wei, Liang Lin. eccv 2022: 297-313 [doi]

Learning Spatially Variant Linear Representation Models for Joint FilteringJiangxin Dong, Jinshan Pan, Jimmy S. Ren, Liang Lin, Jinhui Tang 0001, Ming-Hsuan Yang 0001. pami, 44(11):8355-8370, 2022. [doi]

Privacy Preserving CSI Fingerprint Device-Free LocalizationTianxin Huang, Lingjun Zhao, Zeyang Dai, Liang Lin, Huakun Huang. ml4cs 2023: 27-39 [doi]

Enhancing Prototypical Few-Shot Learning By Leveraging The Local-Level StrategyJunying Huang, Fan Chen, Keze Wang, Liang Lin, Dongyu Zhang. icassp 2022: 1660-1664 [doi]

Adversarial Reinforced Instruction Attacker for Robust Vision-Language NavigationBingqian Lin, Yi Zhu 0004, Yanxin Long, Xiaodan Liang, Qixiang Ye, Liang Lin. pami, 44(10):7175-7189, 2022. [doi]

Graphonomy: Universal Image Parsing via Graph Reasoning and TransferLiang Lin, Yiming Gao 0004, Ke Gong, Meng Wang 0001, Xiaodan Liang. pami, 44(5):2504-2518, 2022. [doi]

Structured Attention Network for Referring Image SegmentationLiang Lin, Pengxiang Yan, Xiaoqian Xu, Sibei Yang, Kun Zeng, Guanbin Li. tmm, 24:1922-1932, 2022. [doi]

Physical-Virtual Collaboration Modeling for Intra- and Inter-Station Metro Ridership PredictionLingbo Liu, Jingwen Chen, Hefeng Wu, Jiajie Zhen, Guanbin Li, Liang Lin. tits, 23(4):3377-3391, 2022. [doi]

Content-Aware Hierarchical Representation Selection for Cross-View Geo-LocalizationZeng Lu, Tao Pu 0002, Tianshui Chen, Liang Lin. ACCV 2023: 267-280 [doi]

Multi-label image recognition with attentive transformer-localizer moduleLin Nie, Tianshui Chen, Zhouxia Wang, Wenxiong Kang, Liang Lin. mta, 81(6):7917-7940, 2022. [doi]

Joint Learning of Neural Transfer and Architecture Adaptation for Image RecognitionGuangrun Wang, Liang Lin, Rongcong Chen, Guangcong Wang, Jiqi Zhang. tnn, 33(10):5401-5415, 2022. [doi]

Unifying Relational Sentence Generation and Retrieval for Medical Image Report CompositionFuyu Wang, Xiaodan Liang, Lin Xu, Liang Lin. tcyb, 52(6):5015-5025, 2022. [doi]

Semantic-Aware Auto-Encoders for Self-supervised Representation LearningGuangrun Wang, Yansong Tang, Liang Lin, Philip H. S. Torr. cvpr 2022: 9654-9665 [doi]

Double-Check Soft Teacher for Semi-Supervised Object DetectionKuo Wang, Yuxiang Nie, Chaowei Fang, Chengzhi Han, Xuewen Wu, Xiaohui Wang, Liang Lin, Fan Zhou, Guanbin Li. IJCAI 2022: 1430-1436 [doi]

Multimodal Crowd Counting with Mutual Attention TransformersZhengtao Wu, Lingbo Liu, Yang Zhang, Mingzhi Mao, Liang Lin, Guanbin Li. icmcs 2022: 1-6 [doi]

Dual Adversarial Adaptation for Cross-Device Real-World Image Super-ResolutionXiaoqian Xu, Pengxu Wei, Weikai Chen 0001, Yang Liu, Mingzhi Mao, Liang Lin, Guanbin Li. cvpr 2022: 5657-5666 [doi]

Unsupervised Domain Adaptive Salient Object Detection through Uncertainty-Aware Pseudo-Label LearningPengxiang Yan, Ziyi Wu, Mengmeng Liu, Kun Zeng, Liang Lin, Guanbin Li. AAAI 2022: 3000-3008 [doi]

Cross-Domain Action Recognition via Prototypical Graph AlignmentBinbin Yang, Junhao Zhong, Pengxu Wei, Dongyu Zhang, Liang Lin. icmcs 2022: 1-6 [doi]

Fast Spectral Embedded Clustering Based on Structured Graph Learning for Large-Scale Hyperspectral ImageXiaojun Yang, Guoquan Lin, Yijun Liu, Feiping Nie 0001, Liang Lin. lgrs, 19:1-5, 2022. [doi]

Structured graph optimization for joint spectral embedding and clusteringXiaojun Yang, Siyuan Li, Ke Liang, Feiping Nie 0001, Liang Lin. ijon, 503:62-72, 2022. [doi]

Continual Object Detection via Prototypical Task Correlation Guided Gating MechanismBinbin Yang, Xinchi Deng, Han Shi, Changlin Li, Gengwei Zhang, Hang Xu, Shen Zhao, Liang Lin, Xiaodan Liang. cvpr 2022: 9245-9254 [doi]

LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced LearningZhicheng Yang, Jinghui Qin, Jiaqi Chen, Liang Lin, Xiaodan Liang. emnlp 2022: 1-13 [doi]

Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive LearningZiyi Zhang, Weikai Chen 0001, Hui Cheng, Zhen Li, Siyuan Li, Liang Lin, Guanbin Li. nips 2022: [doi]

Discovering Implicit Classes Achieves Open Set Domain AdaptationJingyu Zhuang, Ziliang Chen, Pengxu Wei, Guanbin Li, Liang Lin. icmcs 2022: 1-6 [doi]

2021

Graph Reasoning Networks and ApplicationsQingxing Cao, Wentao Wan, Xiaodan Liang, Liang Lin. In Hitzler Pascal, Sarker Md Kamruzzaman, editors, Neuro-Symbolic Artificial Intelligence: The State of the Art. Volume 342 of Frontiers in Artificial Intelligence and Applications, pages 103-125, IOS Press, 2021. [doi]

Interpretable Visual Question Answering by Reasoning on Dependency TreesQingxing Cao, Xiaodan Liang, Bailin Li, Liang Lin. pami, 43(3):887-901, 2021. [doi]

Deductive Reinforcement Learning for Visual Autonomous Urban Driving NavigationChangxin Huang, Ronghui Zhang, Meizi Ouyang, Pengxu Wei, Junfan Lin, Jiang Su, Liang Lin. tnn, 32(12):5379-5391, 2021. [doi]

GTAE: Graph Transformer-Based Auto-Encoders for Linguistic-Constrained Text Style TransferYukai Shi, Sen Zhang, Chenxing Zhou, Xiaodan Liang, Xiaojun Yang, Liang Lin. tist, 12(3), 2021. [doi]

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