Guangyao Chen

75 papers A* 17B 1C 2Journal 45Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling.
AAAI
Hongwei Wang, Yangru Huang, Guangyao Chen, Xu Wang, Yi Jin
2026 A* conf
Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning.
AAAI
Liqin Luo, Guangyao Chen, Xiawu Zheng, Yongxing Dai, Yixiong Zou, Yonghong Tian
2026 A* conf
Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning.
AAAI
Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li
2026 J jnl
Enhancing Context Awareness with Model Checking-based Uncertainty Representation in Decision Support Systems.
Formal Aspects Comput.
Guangyao Chen, Zeyu Li, Jicheng Gu, Yining She, Chenyang Zhu, Zhihao Jiang
2026 A* conf
KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs.
AAAI
Baiyang Song, Jun Peng, Yuxin Zhang, Guangyao Chen, Feidiao Yang, Jianyuan Guo
2026 J jnl
KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs.
CoRR
Baiyang Song, Jun Peng, Yuxin Zhang, Guangyao Chen, Feidiao Yang, Jianyuan Guo
2026 J jnl
Mind the Discriminability Trap in Source-Free Cross-domain Few-shot Learning.
CoRR
Zhenyu Zhang, Yixiong Zou, Yuhua Li, Ruixuan Li, Guangyao Chen
2026 J jnl
Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot Learning.
CoRR
Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Yuhua Li, Ruixuan Li
2026 A* conf
Start Small, Think Big: Curriculum-based Relative Policy Optimization for Visual Grounding.
AAAI
Qingyang Yan, Guangyao Chen, Yixiong Zou
2025 A* conf
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation.
ICML
Jintao Tong, Ran Ma, Yixiong Zou, Guangyao Chen, Yuhua Li, Ruixuan Li
2025 J jnl
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation.
CoRR
Jintao Tong, Ran Ma, Yixiong Zou, Guangyao Chen, Yuhua Li, Ruixuan Li
2025 — conf
Automated Essential Concept Discovery for Few-Shot Out-of-Distribution Detection.
CVPR Workshops
Guangyao Chen, Kai A. Horstmann, Zhilong Wang, Fengqi You
2025 J jnl
Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning.
CoRR
Liqin Luo, Guangyao Chen, Xiawu Zheng, Yongxing Dai, Yixiong Zou, Yonghong Tian
2025 J jnl
Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning.
CoRR
Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li
2025 J jnl
Diffusion-Classifier Synergy: Reward-Aligned Learning via Mutual Boosting Loop for FSCIL.
CoRR
Ruitao Wu, Yifan Zhao, Guangyao Chen, Jia Li
2025 J jnl
Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration.
Adv. Eng. Informatics
Guangyao Chen, Yangze Liang, Ziyang Jiang, Sihao Li, Heng Li, Zhao Xu
2025 J jnl
G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition.
CoRR
Yicong Dong, Rundong He, Guangyao Chen, Wentao Zhang, Zhongyi Han, Jieming Shi, Yilong Yin
2025 J jnl
Intelligent integrity detection and damage localization of pile from low-strain test using deep learning with accelerated training via variable-order gradient descent.
Adv. Eng. Informatics
Guangyao Chen, Chan Ghee Koh, Sihao Li, Ziyang Jiang, Yangze Liang, Zhao Xu, Daguo Wu
2025 J jnl
PSCG-Net: A Multiscale Crystal Graph Neural Network for Accelerated Materials Discovery.
J. Chem. Inf. Model.
Guangyao Chen, Zhilong Wang, Fengqi You
2025 J jnl
Retina-Inspired Models Enhance Visual Saliency Prediction.
Entropy
Gang Shen, Wenjun Ma, Wen Zhai, Xuefei Lv, Guangyao Chen, Yonghong Tian
2025 A* conf
Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation.
ICML
Jintao Tong, Yixiong Zou, Guangyao Chen, Yuhua Li, Ruixuan Li
2025 J jnl
Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation.
CoRR
Jintao Tong, Yixiong Zou, Guangyao Chen, Yuhua Li, Ruixuan Li
2025 J jnl
Start Small, Think Big: Curriculum-based Relative Policy Optimization for Visual Grounding.
CoRR
Qingyang Yan, Guangyao Chen, Yixiong Zou
2025 J jnl
Training-free Anomaly Event Detection via LLM-guided Symbolic Pattern Discovery.
CoRR
Yuhui Zeng, Haoxiang Wu, Wenjie Nie, Guangyao Chen, Xiawu Zheng, Yunhang Shen, Guilin Li, Yixiong Zou, Yonghong Tian, Rongrong Ji
2025 A* conf
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network.
ICML
Dong Xiao, Guangyao Chen, Peixi Peng, Yangru Huang, Yifan Zhao, Yongxing Dai, Yonghong Tian
2025 J jnl
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network.
CoRR
Dong Xiao, Guangyao Chen, Peixi Peng, Yangru Huang, Yifan Zhao, Yongxing Dai, Yonghong Tian
2025 J jnl
λ-FAdaMax: A novel fractional-order gradient descent method with decaying second moment for neural network training.
Expert Syst. Appl.
Guangyao Chen, Zhao Xu
2024 A* conf
Adaptive Discovering and Merging for Incremental Novel Class Discovery.
AAAI
Guangyao Chen, Peixi Peng, Yangru Huang, Mengyue Geng, Yonghong Tian
2024 J jnl
Adaptive Discovering and Merging for Incremental Novel Class Discovery.
CoRR
Guangyao Chen, Peixi Peng, Yangru Huang, Mengyue Geng, Yonghong Tian
2024 A* conf
AutoAgents: A Framework for Automatic Agent Generation.
IJCAI
Guangyao Chen, Siwei Dong, Yu Shu, Ge Zhang, Jaward Sesay, Börje Karlsson, Jie Fu, Yemin Shi
2024 — conf
Iterative Model Checking for Safety-Critical Problems in Cyber-Physical Systems.
ICCPS
Guangyao Chen, Zhihao Jiang
2024 J jnl
Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-Shot Open-Set Recognition.
CoRR
Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Yuhua Li, Ruixuan Li
2024 A* conf
Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-shot Open-Set Recognition.
ACM Multimedia
Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Yuhua Li, Ruixuan Li
2024 A* conf
MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning.
ACM Multimedia
Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li, Ruixuan Li
2024 J jnl
MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning.
CoRR
Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li, Ruixuan Li
2024 J jnl
Model checking-based decision support system for fault management: A comprehensive framework and application in electric power systems.
Expert Syst. Appl.
Guangyao Chen, Peilin He, Ziqi Wang, Zixin Teng, Zhihao Jiang
2024 A* conf
Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL.
NeurIPS
Yangru Huang, Peixi Peng, Yifan Zhao, Guangyao Chen, Yonghong Tian
2023 — conf
An Adaptive Sampling Fourier Single-Pixel Imaging Method Based on Discrete Coefficients.
ICAC
Guangyao Chen, Yuanping Xu, Jiliu Zhou, Zhijie Xu, Chaolong Zhang, Chao Kong, Tukun Li, Qiuyan Gai
2023 J jnl
AutoAgents: A Framework for Automatic Agent Generation.
CoRR
Guangyao Chen, Siwei Dong, Yu Shu, Ge Zhang, Jaward Sesay, Börje F. Karlsson, Jie Fu, Yemin Shi
2023 J jnl
Clock Ensemble Algorithm Test in the Establishment of Space-Based Time Reference.
Remote. Sens.
Guangyao Chen, Nan Xing, Chengpan Tang, Zhiqiao Chang
2023 J jnl
E2EGI: End-to-End Gradient Inversion in Federated Learning.
IEEE J. Biomed. Health Informatics
Zhaohua Li, Le Wang, Guangyao Chen, Zhiqiang Zhang, Muhammad Shafiq, Zhaoquan Gu
2023 J jnl
Intelligent Defect Diagnosis of Appearance Quality for Prefabricated Concrete Components Based on Target Detection and Multimodal Fusion Decision.
J. Comput. Civ. Eng.
Yangze Liang, Guangyao Chen, Sihao Li, Zhao Xu
2023 J jnl
LLaSM: Large Language and Speech Model.
CoRR
Yu Shu, Siwei Dong, Guangyao Chen, Wenhao Huang, Ruihua Zhang, Daochen Shi, Qiqi Xiang, Yemin Shi
2023 J jnl
Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey.
CoRR
Xiao Wang, Guangyao Chen, Guangwu Qian, Pengcheng Gao, Xiao-Yong Wei, Yaowei Wang, Yonghong Tian, Wen Gao
2023 J jnl
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey.
Mach. Intell. Res.
Xiao Wang, Guangyao Chen, Guangwu Qian, Pengcheng Gao, Xiao-Yong Wei, Yaowei Wang, Yonghong Tian, Wen Gao
2023 — conf
Learning Sparse Neural Networks with Identity Layers.
ICIG (3)
Mingjian Ni, Guangyao Chen, Xiawu Zheng, Peixi Peng, Li Yuan, Yonghong Tian
2023 J jnl
Learning Sparse Neural Networks with Identity Layers.
CoRR
Mingjian Ni, Guangyao Chen, Xiawu Zheng, Peixi Peng, Li Yuan, Yonghong Tian
2023 J jnl
Picking Up Quantization Steps for Compressed Image Classification.
CoRR
Li Ma, Peixi Peng, Guangyao Chen, Yifan Zhao, Siwei Dong, Yonghong Tian
2023 J jnl
Picking Up Quantization Steps for Compressed Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Li Ma, Peixi Peng, Guangyao Chen, Yifan Zhao, Siwei Dong, Yonghong Tian
2023 J jnl
Training Full Spike Neural Networks via Auxiliary Accumulation Pathway.
CoRR
Guangyao Chen, Peixi Peng, Guoqi Li, Yonghong Tian
2023 — conf
pyUPPAAL: A Python Package for Risk Analysis of CPS.
ICCPS
Guangyao Chen, Linshu Yang, Haochen Yang, Peilin He, Zhihao Jiang
2022 J jnl
Adversarial Reciprocal Points Learning for Open Set Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Guangyao Chen, Peixi Peng, Xiangqian Wang, Yonghong Tian
2022 A* conf
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection.
NeurIPS
Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
2022 J jnl
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection.
CoRR
Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
2022 J jnl
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means.
Simul. Model. Pract. Theory
Zhiqiang Zhang, Le Wang, Guangyao Chen, Zhaoquan Gu, Zhihong Tian, Xiaojiang Du, Mohsen Guizani
2022 A* conf
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning.
NeurIPS
Yangru Huang, Peixi Peng, Yifan Zhao, Guangyao Chen, Yonghong Tian
2021 J jnl
A Connection Cloud Model Coupled With Improved Conflict Evidence Fusion Method for Prediction of Rockburst Intensity.
IEEE Access
Guangyao Chen, Mingwu Wang, Jiahui Yan, Fengqiang Shen
2021 J jnl
Adversarial Reciprocal Points Learning for Open Set Recognition.
CoRR
Guangyao Chen, Peixi Peng, Xiangqian Wang, Yonghong Tian
2021 A* conf
Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain.
ICCV
Guangyao Chen, Peixi Peng, Li Ma, Jia Li, Lin Du, Yonghong Tian
2021 J jnl
Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain.
CoRR
Guangyao Chen, Peixi Peng, Li Ma, Jia Li, Lin Du, Yonghong Tian
2021 A* conf
Annotation-Efficient Untrimmed Video Action Recognition.
ACM Multimedia
Yixiong Zou, Shanghang Zhang, Guangyao Chen, Yonghong Tian, Kurt Keutzer, José M. F. Moura
2021 J jnl
Environment Modeling During Model Checking of Cyber-Physical Systems.
CoRR
Guangyao Chen, Zhihao Jiang
2021 J jnl
Environment Modeling During Model Checking of Cyberphysical Systems.
Computer
Guangyao Chen, Zhihao Jiang
2021 C conf
Identification of Genes Associated with Alzheimer's Disease using Evolutionary Computation.
CIBCB
Guangyao Chen, James Sargant, Sheridan K. Houghten, Tyler Kennedy Collins
2021 — conf
Predicting Synthetic Lethality in Human Cancers via Multi-Graph Ensemble Neural Network.
EMBC
Mincai Lai, Guangyao Chen, Haochen Yang, Jingkang Yang, Zhihao Jiang, Min Wu, Jie Zheng
2020 J jnl
A Switchable Deep Learning Approach for In-Loop Filtering in Video Coding.
IEEE Trans. Circuits Syst. Video Technol.
Dandan Ding, Lingyi Kong, Guangyao Chen, Zoe Liu, Yong Fang
2020 — conf
An experimental comparison of ventilated supercavitation with disk-shaped cavitators and elliptical disk-shaped cavitators.
ICSSE
Guangyao Chen, Shaoqiong Yang, Tongshuai Sun, Peng Lv
2020 J jnl
Annotation-Efficient Untrimmed Video Action Recognition.
CoRR
Yixiong Zou, Shanghang Zhang, Guangyao Chen, Yonghong Tian, Kurt Keutzer, José M. F. Moura
2020 — conf
Anonymous Model Pruning for Compressing Deep Neural Networks.
MIPR
Lechun Zhang, Guangyao Chen, Yemin Shi, Quan Zhang, Mingkui Tan, Yaowei Wang, Yonghong Tian, Tiejun Huang
2020 — conf
Learning Open Set Network with Discriminative Reciprocal Points.
ECCV (3)
Guangyao Chen, Limeng Qiao, Yemin Shi, Peixi Peng, Jia Li, Tiejun Huang, Shiliang Pu, Yonghong Tian
2020 J jnl
Learning Open Set Network with Discriminative Reciprocal Points.
CoRR
Guangyao Chen, Limeng Qiao, Yemin Shi, Peixi Peng, Jia Li, Tiejun Huang, Shiliang Pu, Yonghong Tian
2019 C conf
A CNN-based In-loop Filtering Approach for AV1 Video Codec.
PCS
Dandan Ding, Guangyao Chen, Debargha Mukherjee, Urvang Joshi, Yue Chen
2019 B conf
AV1 in-loop Filtering using a Wide-Activation Structured Residual Network.
ICIP
Guangyao Chen, Dandan Ding, Debargha Mukherjee, Urvang Joshi, Yue Chen
2019 J jnl
Viewing mechanism of lonely audience: Evidence from an eye movement experiment on barrage video.
Comput. Hum. Behav.
Guangyao Chen, Shuhua Zhou, Tingrong Zhi
2017 — conf
Saliency Detection by Superpixel-Based Sparse Representation.
PCM (2)
Guangyao Chen, Zhenzhong Chen