JG
Jingcai Guo
cs.CVcs.LGcs.AIstat.MLcs.CRcs.DCcs.CLcs.MMeess.IVChain-of-thought
On Valency
published · living versionsW_j3fve8jr·v1 · currentpublished
GuardRAG: A Post-Retrieval Defense against Poisoning Attacks in Retrieval-Augmented Generation
with Linghui Jiao, Kang Wei, Fushuo Huo, Ruijie Zhao +3
1 version
W_8z4d7cpn·v1published
Preprints & journals
61 papers in the corpus · 2019–2026Accelerating Multimodal Large Language Models with Prior-Corrected Token Reduction2606.24156v1 · Zengjie Chen, Yuxiang Cai, Jingcai Guo et al.2026 · 1 citationarXiv
KG -augmented executable CoT for mathematical coding.42044587 · Chen, Xingyu, An, Junxiu, Guo, Jun et al.2026 · 1 citationNeural networks : the official journal of the International Neural Network Society. 2026;202:109006
Learning Multi-Modal Prototypes for Cross-Domain Few-Shot Object Detection2602.18811v1 · Wanqi Wang, Jingcai Guo, Yuxiang Cai et al.2026 · 0 citationsarXiv
PMCE: Probabilistic Multi-Granularity Semantics with Caption-Guided Enhancement for Few-Shot Learning2601.14111v1 · Jiaying Wu, Can Gao, Jinglu Hu et al.2026 · 0 citationsarXiv
Fine-Grained Zero-Shot Learning with Attribute-Centric Representations2512.12219v1 · Zhi Chen, Jingcai Guo, Taotao Cai et al.2025 · 0 citationsarXiv
Learning by Neighbor-Aware Semantics, Deciding by Open-form Flows: Towards Robust Zero-Shot Skeleton Action Recognition2511.09388v2 · Yang Chen, Miaoge Li, Zhijie Rao et al.2025 · 0 citationsarXiv
Semantic-guided LoRA Parameters Generation2509.10535v1 · Miaoge Li, Yang Chen, Zhijie Rao et al.2025 · 0 citationsarXiv
ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation2508.04153v1 · Yihua Shao, Xiaofeng Lin, Xinwei Long et al.2025 · 3 citationsarXiv
SRCD: Semantic Reasoning With Compound Domains for Single-Domain Generalized Object Detection.39499606 · Rao, Zhijie, Guo, Jingcai, Tang, Luyao et al.2025 · 27 citationsIEEE transactions on neural networks and learning systems. 2025;36(7):12497-12506
Data Quality-Aware Mixed-Precision Quantization via Hybrid Reinforcement Learning.38900615 · Wang, Yingchun, Guo, Song, Guo, Jingcai et al.2025 · 6 citationsIEEE transactions on neural networks and learning systems. 2025;36(5):9018-9031
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning2503.10252v2 · Zhi Chen, Zecheng Zhao, Jingcai Guo et al.2025 · 9 citationsarXiv
TR-DQ: Time-Rotation Diffusion Quantization2503.06564v1 · Yihua Shao, Deyang Lin, Fanhu Zeng et al.2025 · 5 citationsarXiv
Multimodal Dual-Embedding Networks for Malware Open-Set Recognition.38507378 · Guo, Jingcai, Wang, Han, Xu, Yuanyuan et al.2025 · 27 citationsIEEE transactions on neural networks and learning systems. 2025;36(3):4545-4559
FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data2502.07456v2 · Yuxia Sun, Aoxiang Sun, Siyi Pan et al.2025 · 14 citationsarXiv
RoMA: Robust Malware Attribution via Byte-level Adversarial Training with Global Perturbations and Adversarial Consistency Regularization2502.07492v2 · Yuxia Sun, Huihong Chen, Jingcai Guo et al.2025 · 0 citationsarXiv
In-Context Meta LoRA Generation2501.17635v3 · Yihua Shao, Minxi Yan, Yang Liu et al.2025 · 7 citationsarXiv
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning2501.15454v1 · Tianqi Wang, Jingcai Guo, Depeng Li et al.2025 · 2 citationsarXiv
Exploring Transferable Homogeneous Groups for Compositional Zero-Shot Learning2501.10695v2 · Zhijie Rao, Jingcai Guo, Miaoge Li et al.2025 · 0 citationsarXiv
Towards Robust and Realistic Human Pose Estimation via WiFi Signals2501.09411v3 · Yang Chen, Jingcai Guo2025 · 0 citationsarXiv
Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition2411.11288v2 · Yang Chen, Jingcai Guo, Song Guo et al.2024 · 11 citationsarXiv
GWQ: Gradient-Aware Weight Quantization for Large Language Models2411.00850v4 · Yihua Shao, Yan Gu, Siyu Chen et al.2024 · 2 citationsarXiv
Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning2408.12253v2 · Ziming Liu, Jingcai Guo, Song Guo et al.2024 · 3 citationsarXiv
TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning2408.08703v3 · Miaoge Li, Jingcai Guo, Richard Yi Da Xu et al.2024 · 0 citationsarXiv
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey2408.04879v3 · Jingcai Guo, Zhijie Rao, Zhi Chen et al.2024 · 1 citationarXiv
Personalized Federated Domain-Incremental Learning based on Adaptive Knowledge Matching2407.05005v2 · Yichen Li, Wenchao Xu, Haozhao Wang et al.2024 · 14 citationsarXiv
Vision-Language Meets the Skeleton: Progressively Distillation with Cross-Modal Knowledge for 3D Action Representation Learning2405.20606v2 · Yang Chen, Tian He, Junfeng Fu et al.2024 · 10 citationsarXiv
Concept Matching with Agent for Out-of-Distribution Detection2405.16766v2 · Yuxiao Lee, Xiaofeng Cao, Jingcai Guo et al.2024 · 2 citationsarXiv
Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition2404.07487v2 · Yang Chen, Jingcai Guo, Tian He et al.2024 · 16 citationsarXiv
PASS: Patch Automatic Skip Scheme for Efficient On-Device Video Perception.38190691 · Zhou, Qihua, Guo, Song, Pan, Jun et al.2024 · 7 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(5):3938-3954
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning2403.08506v1 · Sikai Bai, Jie Zhang, Shuaicheng Li et al.2024 · 14 citationsThe IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects2401.17766v2 · Jingcai Guo, Zhijie Rao, Zhi Chen et al.2024 · 1 citationarXiv
ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning2312.09709v2 · Jingcai Guo, Qihua Zhou, Ruibing Li et al.2023 · 0 citationsarXiv
Towards performance-maximizing neural network pruning via global channel attention.38091754 · Wang, Yingchun, Guo, Song, Guo, Jingcai et al.2024 · 31 citationsNeural networks : the official journal of the International Neural Network Society. 2024;171:104-113
FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model2311.14926v1 · Ruibin Li, Jingcai Guo, Song Guo et al.2023 · 2 citationsarXiv
UTDNet: A unified triplet decoder network for multimodal salient object detection.38043372 · Huo, Fushuo, Liu, Ziming, Guo, Jingcai et al.2024 · 23 citationsNeural networks : the official journal of the International Neural Network Society. 2024;170:521-534
Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning2311.14750v2 · Zhijie Rao, Jingcai Guo, Xiaocheng Lu et al.2023 · 2 citationsarXiv
GBE-MLZSL: A Group Bi-Enhancement Framework for Multi-Label Zero-Shot Learning2309.00923v2 · Ziming Liu, Jingcai Guo, Xiaocheng Lu et al.2023 · 1 citationarXiv
Arena: A Learning-based Synchronization Scheme for Hierarchical Federated Learning--Technical Report2308.10298v1 · Tianyu Qi, Yufeng Zhan, Peng Li et al.2023 · 2 citationsarXiv
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models2306.00714v1 · Ruibin Li, Qihua Zhou, Song Guo et al.2023 · 3 citationsarXiv
SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization2305.11615v2 · Yingchun Wang, Jingcai Guo, Yi Liu et al.2023 · 0 citationsarXiv
CNS-Net: Conservative Novelty Synthesizing Network for Malware Recognition in an Open-set Scenario2305.01236v1 · Jingcai Guo, Song Guo, Shiheng Ma et al.2023 · 0 citationsarXiv
DRPT: Disentangled and Recurrent Prompt Tuning for Compositional Zero-Shot Learning2305.01239v1 · Xiaocheng Lu, Ziming Liu, Song Guo et al.2023 · 7 citationsarXiv
MDENet: Multi-modal Dual-embedding Networks for Malware Open-set Recognition2305.01245v1 · Jingcai Guo, Yuanyuan Xu, Wenchao Xu et al.2023 · 1 citationarXiv
Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement2303.10891v3 · Fushuo Huo, Wenchao Xu, Jingcai Guo et al.2023 · 13 citationsarXiv
Towards Fairer and More Efficient Federated Learning via Multidimensional Personalized Edge Models2302.04464v2 · Yingchun Wang, Jingcai Guo, Jie Zhang et al.2023 · 1 citationarXiv
Conservative Novelty Synthesizing Network for Malware Recognition in an Open-Set Scenario.34339376 · Guo, Jingcai, Guo, Song, Ma, Shiheng et al.2023 · 23 citationsIEEE transactions on neural networks and learning systems. 2023;34(2):662-676
Exploring Optimal Substructure for Out-of-distribution Generalization via Feature-targeted Model Pruning2212.09458v1 · Yingchun Wang, Jingcai Guo, Song Guo et al.2022 · 0 citationsarXiv
Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning2212.03537v1 · Yingchun Wang, Song Guo, Jingcai Guo et al.2022 · 0 citationsarXiv
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning2211.10681v1 · Xiaocheng Lu, Ziming Liu, Song Guo et al.2022 · 59 citationsarXiv
ProCC: Progressive Cross-primitive Compatibility for Open-World Compositional Zero-Shot Learning2211.12417v4 · Fushuo Huo, Wenchao Xu, Song Guo et al.2022 · 9 citationsarXiv
Career total: at least 96 works. 61 are in this corpus.Showing the 50 most recent.
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