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Viewing Publication 1 - 83 from 83

2026

Stability of highly nonlinear impulsive coupled systems with multi-weights and applications to van der Pol-Duffing oscillatorsGuang Dai, Yingshuang Gao, Yan Liu 0081. ijcon, 99(3):829-841, March 2026. [doi]

Corrigendum to "MA-FSAR: Multimodal Adaptation of CLIP for few-shot action recognition" [Pattern Recognition 169 (2026) 111902]Jiazheng Xing, Jian Zhao 0006, Chao Xu 0023, Mengmeng Wang 0005, Guang Dai, Yong Liu 0007, Jingdong Wang 0001, Xuelong Li 0001. PR, 171:112160, 2026. [doi]

MA-FSAR: Multimodal Adaptation of CLIP for few-shot action recognitionJiazheng Xing, Jian Zhao, Chao Xu, Mengmeng Wang, Guang Dai, Yong Liu, Jingdong Wang, Xuelong Li 0001. PR, 169:111902, 2026. [doi]

Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference AttackJing Xue, Zhishen Sun, Haishan Ye, Luo Luo, Xiangyu Chang, Guang Dai. AAAI 2026: 35967-35975 [doi]

Warm-start or cold-start? A comparison of generalizability in gradient-based hyperparameter tuningYubo Zhou, Jun Shu, Chengli Tan, Haishan Ye, Quanziang Wang, Junmin Liu, Deyu Meng, Ivor W. Tsang, Guang Dai. NN, 199:108647, 2026. [doi]

HALO: Hardness-aware bilevel-inspired contrastive graph clusteringYuchen Zhu, Kuang Zhou, Haishan Ye, Guang Dai, Ivor W. Tsang. ijar, 193:109657, 2026. [doi]

2025

VisualNetO&M: A Digital Twin-Based Collaborative Visualization System for Power System Communication Network Operation and MaintenanceLe Liu 0008, Yong Li, Chuhua Yang, Guang Dai, Kaifeng Bai, Gang Chen, Siming Chen 0001, Peng Wang 0015. vinci 2025: [doi]

Decentralized Optimization on Compact Submanifolds by Quantized Riemannian Gradient TrackingJun Chen 0023, Lina Liu 0010, Tianyi Zhu, Yong Liu 0007, Guang Dai, Yunliang Jiang, Ivor W. Tsang. tsp, 73:1851-1861, 2025. [doi]

Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic OptimizationYuanyuan Chang, Yinghua Yao, Tao Qin, Mengmeng Wang 0005, Ivor W. Tsang, Guang Dai. IJCAI 2025: 747-755 [doi]

VidEvo: Evolving Video Editing through Exhaustive Temporal ModelingSizhe Dang, Huan Liu 0001, Mengmeng Wang 0005, Xin Lai, Guang Dai, Jingdong Wang 0001. IJCAI 2025: 882-890 [doi]

Disentangled Noisy Correspondence LearningZhuohang Dang, Minnan Luo, Jihong Wang, Chengyou Jia, Haochen Han, Herun Wan, Guang Dai, Xiaojun Chang, Jingdong Wang 0001. TIP, 34:2602-2615, 2025. [doi]

ProAdvPrompter: A Two-Stage Journey to Effective Adversarial Prompting for LLMsHao Di, Tong He, Haishan Ye, Yinghui Huang, Xiangyu Chang, Guang Dai, Ivor W. Tsang. iclr 2025: [doi]

PSDiff: Diffusion Model for Person Search With Iterative and Collaborative RefinementChengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Jingdong Wang 0001. tcsv, 35(6):5153-5165, June 2025. [doi]

Low-Biased General Annotated Dataset GenerationDengyang Jiang, Haoyu Wang 0016, Lei Zhang 0054, Wei Wei 0008, Guang Dai, Mengmeng Wang, Jingdong Wang, Yanning Zhang 0001. cvpr 2025: 25113-25123 [doi]

TriCLIP-3D: A Unified Parameter-Efficient Framework for Tri-Modal 3D Visual Grounding based on CLIPFan Li, Zanyi Wang, Zeyi Huang, Guang Dai, Jingdong Wang 0001, Mengmeng Wang 0005. mm 2025: 5257-5266 [doi]

Density-aware and Depth-aware Visual Representation for Zero-Shot Object CountingFang Nan, Feng Tian 0002, Ni Zhang, Nian Liu, Haonan Miao, Guang Dai, Mengmeng Wang 0005. icassp 2025: 1-5 [doi]

Exploring Triple Knowledge Cues for Zero-Shot Human-Object Interaction DetectionFang Nan, Ni Zhang, Qidong Liu 0002, Wei Jing, Guang Dai, Yan Chen 0031, Feng Tian 0002. icassp 2025: 1-5 [doi]

On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMsHerun Wan, Minnan Luo, Zhixiong Su, Guang Dai, Xiang Zhao 0002. acl 2025: 9731-9761 [doi]

How Do Social Bots Participate in Misinformation Spread? A Comprehensive Dataset and AnalysisHerun Wan, Minnan Luo, Zihan Ma 0001, Guang Dai, Xiang Zhao 0002. emnlp 2025: 31493-31516 [doi]

DynaMind: Reasoning over Abstract Video Dynamics for Embodied Decision-MakingZiru Wang, Mengmeng Wang 0005, Jade Dai, Teli Ma, Guo-Jun Qi, Yong Liu 0007, Guang Dai, Jingdong Wang 0001. icml 2025: [doi]

SpotActor: Training-Free Layout-Controlled Consistent Image GenerationJiahao Wang, Caixia Yan, Weizhan Zhang, Haonan Lin, Mengmeng Wang 0005, Guang Dai, Tieliang Gong, Hao Sun, Jingdong Wang 0001. AAAI 2025: 7718-7726 [doi]

Action Detail Matters: Refining Video Recognition with Local Action QueriesMengmeng Wang, Zeyi Huang, Xiangjie Kong, Guojiang Shen, Guang Dai, Jingdong Wang, Yong Liu. cvpr 2025: 19132-19142 [doi]

TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-OnJiazheng Xing, Chao Xu, Yijie Qian, Yang Liu, Guang Dai, Baigui Sun, Yong Liu, Jingdong Wang. ijcv, 133(6):3781-3802, June 2025. [doi]

Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion SamplingYuzhe Yao, Jun Chen 0023, Zeyi Huang, Haonan Lin, Mengmeng Wang 0005, Guang Dai, Jingdong Wang 0001. iclr 2025: [doi]

IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video DetectionZhi Zeng, Jiaying Wu, Minnan Luo, Herun Wan, Xiangzheng Kong, Zihan Ma 0001, Guang Dai, Qinghua Zheng. acl 2025: 30921-30933 [doi]

Understand, Refine and Summarize: Multi-View Knowledge Progressive Enhancement Learning for Fake News Video DetectionZhi Zeng, Jiaying Wu, Minnan Luo, Xiangzheng Kong, Zihan Ma 0010, Guang Dai, Qinghua Zheng. mm 2025: 9216-9225 [doi]

Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order OptimizerYanjun Zhao, Sizhe Dang, Haishan Ye, Guang Dai, Yi Qian 0004, Ivor W. Tsang. iclr 2025: [doi]

2024

Learning Discretized Neural Networks under Ricci FlowJun Chen 0023, Hanwen Chen, Mengmeng Wang 0005, Guang Dai, Ivor W. Tsang, Yong Liu 0007. jmlr, 25, 2024. [doi]

Decentralized Riemannian Conjugate Gradient Method on the Stiefel ManifoldJun Chen 0023, Haishan Ye, Mengmeng Wang, Tianxin Huang, Guang Dai, Ivor W. Tsang, Yong Liu 0007. iclr 2024: [doi]

Disentangled Representation Learning With Transmitted Information BottleneckZhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Jihong Wang, Xiaojun Chang, Jingdong Wang 0001. tcsv, 34(12):13297-13310, December 2024. [doi]

Disentangled Generation With Information Bottleneck for Enhanced Few-Shot LearningZhuohang Dang, Minnan Luo, Jihong Wang, Chengyou Jia, Caixia Yan, Guang Dai, Xiaojun Chang, Qinghua Zheng. TIP, 33:3520-3535, 2024. [doi]

Noisy Correspondence Learning with Self-Reinforcing Errors MitigationZhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Xiaojun Chang, Jingdong Wang 0001. AAAI 2024: 1463-1471 [doi]

Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order GradientHao Di, Haishan Ye, Yueling Zhang, Xiangyu Chang, Guang Dai, Ivor W. Tsang. icml 2024: 10792-10810 [doi]

Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking MethodsHao Di, Haishan Ye, Xiangyu Chang, Guang Dai, Ivor W. Tsang. icml 2024: 10765-10791 [doi]

Learning to Rematch Mismatched Pairs for Robust Cross-Modal RetrievalHaochen Han, Qinghua Zheng, Guang Dai, Minnan Luo, Jingdong Wang 0001. cvpr 2024: 26669-26678 [doi]

SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image GenerationChengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Mengmeng Wang, Jingdong Wang 0001. AAAI 2024: 2480-2488 [doi]

Generating Action-conditioned Prompts for Open-vocabulary Video Action RecognitionChengyou Jia, Minnan Luo, Xiaojun Chang, Zhuohang Dang, Mingfei Han 0002, Mengmeng Wang, Guang Dai, Sizhe Dang, Jingdong Wang 0001. mm 2024: 4640-4649 [doi]

Stress Diffuser: A Biofeedback Agent for Stress Management in Children During Homework with Parent InvolvementJing Li, Pinhao Wang, Emilia I. Barakova, Jun Hu 0001, Guang Dai. acmidc 2024: 701-705 [doi]

Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category DiscoveryHaonan Lin, Wenbin An, Jiahao Wang, Yan Chen, Feng Tian, Mengmeng Wang, QianYing Wang, Guang Dai, Jingdong Wang 0001. nips 2024: [doi]

Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image EditingHaonan Lin, Yan Chen 0031, Jiahao Wang, Wenbin An, Mengmeng Wang, Feng Tian 0002, Yong Liu, Guang Dai, Jingdong Wang, QianYing Wang. nips 2024: [doi]

A Multimodal, Multi-Task Adapting Framework for Video Action RecognitionMengmeng Wang, Jiazheng Xing, Boyuan Jiang, Jun Chen 0023, Jianbiao Mei, Xingxing Zuo, Guang Dai, Jingdong Wang 0001, Yong Liu 0007. AAAI 2024: 5517-5525 [doi]

Can Gaussian Sketching Converge Faster on a Preconditioned Landscape?Yilong Wang, Haishan Ye, Guang Dai, Ivor W. Tsang. icml 2024: 52064-52082 [doi]

OneActor: Consistent Subject Generation via Cluster-Conditioned GuidanceJiahao Wang, Caixia Yan, Haonan Lin, Weizhan Zhang, Mengmeng Wang, Tieliang Gong, Guang Dai, Hao Sun 0015. nips 2024: [doi]

Exploring Perceptions of Children's Learning Stress for Stress ManagementPinhao Wang, Yujie Zhou, Guang Dai, Zhengke Li, Xin Zhao, Jiahui Lu, Cheng Yao, Fangtian Ying. sai 2024: 51-65 [doi]

Timestep-Aware Correction for Quantized Diffusion ModelsYuzhe Yao, Feng Tian 0002, Jun Chen 0023, Haonan Lin, Guang Dai, Yong Liu 0007, Jingdong Wang 0001. eccv 2025: 215-232 [doi]

2023

2022

Synchronization of complex-valued stochastic coupled systems with hybrid impulses via discrete-time state observations controlGuang Dai, Hanqing Liu, Zhen Guan, Yan Liu. nca, 34(19):17037-17049, 2022. [doi]

Pleasure and Improvement - A Study on Digital Artistic Expression of Health Data Generation for Professional WomenShuqi Wang, Ran Wan, Guang Dai, Xinpeng Wan, Jianxin Jin, Yixin Yu, Zepeng Yu, Yashi Shuai. dsie 2023: 544-553 [doi]

2017

A Balanced Assignment Mechanism for Online Taxi RecommendationGuang Dai, Jianbin Huang, Stephen Manko Wambura, Heli Sun. MDM 2017: 102-111 [doi]

2014

Multicategory large margin classification methods: Hinge losses vs. coherence functionsZhihua Zhang, Cheng Chen, Guang Dai, Wu-Jun Li, Dit-Yan Yeung. ai, 215:55-78, 2014. [doi]

2013

An iterative SVM approach to feature selection and classification in high-dimensional datasetsDehua Liu, Hui Qian, Guang Dai, Zhihua Zhang. PR, 46(9):2531-2537, 2013. [doi]

2012

Coherence functions with applications in large-margin classification methodsZhihua Zhang, Dehua Liu, Guang Dai, Michael I. Jordan. jmlr, 13:2705-2734, 2012. [doi]

2011

A non-convex relaxation approach to sparse dictionary learningJianping Shi, Xiang Ren, Guang Dai, Jingdong Wang, Zhihua Zhang. cvpr 2011: 1809-1816 [doi]

Bayesian Generalized Kernel Mixed ModelsZhihua Zhang, Guang Dai, Michael I. Jordan. jmlr, 12:111-139, 2011. [doi]

2010

2009

Research on Magnetic Flux Leakage Signals Quantity Technology of Tank Floor Corrosion Defects Based on Artificial Neural NetworkZhijun Yang, Guang Dai, Wei Li, Yanbiao Jiang. icnc 2009: 245-249 [doi]

Optimal Scoring for Unsupervised LearningZhihua Zhang, Guang Dai. nips 2009: 2241-2249 [doi]

A Flexible and Efficient Algorithm for Regularized Fisher Discriminant AnalysisZhihua Zhang, Guang Dai, Michael I. Jordan. pkdd 2009: 632-647 [doi]

2008

A Scalable Kernel-Based Semisupervised Metric Learning Algorithm with Out-of-Sample Generalization AbilityDit-Yan Yeung, Hong Chang, Guang Dai. neco, 20(11):2839-2861, 2008. [doi]

2007

2006

Extending Kernel Fisher Discriminant Analysis with the Weighted Pairwise Chernoff CriterionGuang Dai, Dit-Yan Yeung, Hong Chang. eccv 2006: 308-320 [doi]

Tensor Embedding MethodsGuang Dai, Dit-Yan Yeung. AAAI 2006: 330-335

Local Discriminant Embedding with Tensor RepresentationJian Xia, Dit-Yan Yeung, Guang Dai. icip 2006: 929-932 [doi]

2005

Nonlinear dimensionality reduction for classification using kernel weighted subspace methodGuang Dai, Dit-Yan Yeung. icip 2005: 838-841 [doi]

2004

A robust feature extraction framework for face recognitionGuang Dai, Yasutoshi Otani. icip 2004: 1393-1396 [doi]

Face Recognition Using Novel LDA-Based AlgorithmsGuang Dai, Yuntao Qian. ecai 2004: 455-459

Face recognition with the robust feature extracted by the generalized Foley-Sammon transformGuang Dai, Yuntao Qian. iscas 2004: 109-112

A Gabor direct fractional-step LDA algorithm for face recognitionGuang Dai, Yuntao Qian. icmcs 2004: 61-64

Modified kernel-based nonlinear feature extraction [face recognition example]Guang Dai, Yuntao Qian, Sen Jia. icassp 2004: 721-724 [doi]

A Kernel Fractional-Step Nonlinear Discriminant Analysis for Pattern RecognitionGuang Dai, Yuntao Qian, Sen Jia. icpr 2004: 431-434 [doi]

Kernel generalized nonlinear discriminant analysis algorithm for pattern recognitionGuang Dai, Yuntao Qian. icip 2004: 2697-2700

By normalizing to improve generalized Foley-Sammon transform in high-dimensional spaces - with application to face recognitionGuang Dai, Yuntao Qian. SMC 2004: 2175-2179 [doi]

An Advanced Segmental Semi-Markov Model Based Online Series Pattern DetectionSen Jia, Yuntao Qian, Guang Dai. icpr 2004: 634-637 [doi]

2003

Feature Extraction Method Based on the Generalized Weighted Foley-Sammon Transform in High Dimensional SpacesGuang Dai, Huanhuai Zhou, Lin Zhang, Changle Zhou. iicai 2003: 578-589

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