Kecheng Chen

44 papers A* 3B 1Misc 1Journal 32Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition.
CoRR
Hui Liu, Kecheng Chen, Jialiang Wang, Xianming Liu, Wenya Wang, Haoliang Li
2026 J jnl
When Less is More: The LLM Scaling Paradox in Context Compression.
CoRR
Ruishan Guo, Yibing Liu, Guoxin Ma, Yan Wang, Yueyang Zhang, Long Xia, Kecheng Chen, Zhiyuan Sun, Daiting Shi
2025 J jnl
Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models.
CoRR
Kecheng Chen, Ziru Liu, Xijia Tao, Hui Liu, Xinyu Fu, Suiyun Zhang, Dandan Tu, Lingpeng Kong, Rui Liu, Haoliang Li
2025 J jnl
DP-TTA: Test-Time Adaptation for Transient Electromagnetic Signal Denoising via Dictionary-Driven Prior Regularization.
IEEE Trans. Geosci. Remote. Sens.
Meng Yang, Kecheng Chen, Wei Luo, Xianjie Chen, Yong Jia, Mingyue Wang, Fanqiang Lin
2025 J jnl
DP-TTA: Test-time Adaptation for Transient Electromagnetic Signal Denoising via Dictionary-driven Prior Regularization.
CoRR
Meng Yang, Kecheng Chen, Wei Luo, Xianjie Chen, Yong Jia, Mingyue Wang, Fanqiang Lin
2025 J jnl
Disentangling Instruction Influence in Diffusion Transformers for Parallel Multi-Instruction-Guided Image Editing.
CoRR
Hui Liu, Bin Zou, Suiyun Zhang, Kecheng Chen, Rui Liu, Haoliang Li
2025 J jnl
Efficient Edge Test-Time Adaptation via Latent Feature Coordinate Correction.
CoRR
Xinyu Luo, Jie Liu, Kecheng Chen, Junyi Yang, Bo Ding, Arindam Basu, Haoliang Li
2025 J jnl
Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain.
CoRR
Pengcheng Zheng, Kecheng Chen, Jiaxin Huang, Bohao Chen, Ju Liu, Yazhou Ren, Xiaorong Pu
2025 J jnl
Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance.
CoRR
Hui Liu, Wenya Wang, Kecheng Chen, Jie Liu, Yibing Liu, Tiexin Qin, Peisong He, Xinghao Jiang, Haoliang Li
2025 A* conf
Lightweight Medical Image Restoration via Integrating Reliable Lesion-Semantic Driven Prior.
ACM Multimedia
Pengcheng Zheng, Kecheng Chen, Jiaxin Huang, Bohao Chen, Ju Liu, Yazhou Ren, Xiaorong Pu
2025 J jnl
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks.
CoRR
Xinyu Luo, Kecheng Chen, Pao-Sheng Vincent Sun, Chris Xing Tian, Arindam Basu, Haoliang Li
2025 J jnl
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates.
CoRR
Kecheng Chen, Xinyu Luo, Tiexin Qin, Jie Liu, Hui Liu, Victor Ho-fun Lee, Hong Yan, Haoliang Li
2025 A* conf
Test-time Adaptation for Image Compression with Distribution Regularization.
ICLR
Kecheng Chen, Pingping Zhang, Tiexin Qin, Shiqi Wang, Hong Yan, Haoliang Li
2025 J jnl
Unsupervised Domain Adaptation for Low-Dose CT Reconstruction via Bayesian Uncertainty Alignment.
IEEE Trans. Neural Networks Learn. Syst.
Kecheng Chen, Jie Liu, Renjie Wan, Victor Ho-fun Lee, Varut Vardhanabhuti, Hong Yan, Haoliang Li
2024 J jnl
AutoAssign+: Automatic Shared Embedding Assignment in streaming recommendation.
Knowl. Inf. Syst.
Ziru Liu, Kecheng Chen, Fengyi Song, Bo Chen, Xiangyu Zhao, Huifeng Guo, Ruiming Tang
2024 J jnl
Cross-Domain Low-Dose CT Image Denoising With Semantic Preservation and Noise Alignment.
IEEE Trans. Multim.
Jiaxin Huang, Kecheng Chen, Yazhou Ren, Jiayu Sun, Xiaorong Pu, Ce Zhu
2024 J jnl
Domain Generalization with Small Data.
CoRR
Kecheng Chen, Elena Gal, Hong Yan, Haoliang Li
2024 J jnl
Domain Generalization with Small Data.
Int. J. Comput. Vis.
Kecheng Chen, Elena Gal, Hong Yan, Haoliang Li
2024 J jnl
Enhancing Transferability of Adversarial Examples Through Mixed-Frequency Inputs.
IEEE Trans. Inf. Forensics Secur.
Yaguan Qian, Kecheng Chen, Bin Wang, Zhaoquan Gu, Shouling Ji, Wei Wang, Yanchun Zhang
2024 — conf
Frequency-Constraint VQ-VAE for Adaptive MRI Segmentation.
ICONIP (9)
Qi Wu, Minghao Zhang, Ju Liu, Fan Yang, Kecheng Chen, Yazhou Ren, Xiaorong Pu
2024 J jnl
Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need.
CoRR
Kecheng Chen, Pingping Zhang, Hui Liu, Jie Liu, Yibing Liu, Jiaxin Huang, Shiqi Wang, Hong Yan, Haoliang Li
2024 J jnl
Learning Robust Shape Regularization for Generalizable Medical Image Segmentation.
IEEE Trans. Medical Imaging
Kecheng Chen, Tiexin Qin, Victor Ho-fun Lee, Hong Yan, Haoliang Li
2024 J jnl
Test-time adaptation for image compression with distribution regularization.
CoRR
Kecheng Chen, Pingping Zhang, Tiexin Qin, Shiqi Wang, Hong Yan, Haoliang Li
2023 J jnl
Application Potential of a Hybrid Ground Source Heat Pump Array for the UC Berkeley Campus Business and Law Node Energy System: A Preliminary Study.
CoRR
Kecheng Chen, Kenichi Soga, Patrick F. Dobson, Peter S. Nico
2023 J jnl
AutoAssign+: Automatic Shared Embedding Assignment in Streaming Recommendation.
CoRR
Ziru Liu, Kecheng Chen, Fengyi Song, Bo Chen, Xiangyu Zhao, Huifeng Guo, Ruiming Tang
2023 J jnl
CDDnet: Cross-domain denoising network for low-dose CT image via local and global information alignment.
Comput. Biol. Medicine
Jiaxin Huang, Kecheng Chen, Yazhou Ren, Jiayu Sun, Yanmei Wang, Tao Tao, Xiaorong Pu
2023 Misc conf
Cross-Domain Object Classification Via Successive Subspace Alignment.
ICASSP
Kecheng Chen, Haoliang Li, Hong Yan
2023 — conf
Data-Driven Discriminable Factors Analytics of Teaching Performance Ratings for College Teachers.
ICEIT
Junxiao Liu, Tianyu Gao, Shu Liang, Kecheng Chen, Junwei Zeng, Fengshi Jing, Jiandong Zhou
2023 J jnl
Deformation Monitoring of Tunnel using Phase-based Motion Magnification and Optical Flow.
CoRR
Kecheng Chen, Hiroshi Kogi, Kenichi Soga
2023 J jnl
Robust Cross-domain CT Image Reconstruction via Bayesian Noise Uncertainty Alignment.
CoRR
Kecheng Chen, Haoliang Li, Renjie Wan, Hong Yan
2022 — conf
ClusterUDA: Latent Space Clustering in Unsupervised Domain Adaption for Pulmonary Nodule Detection.
ICONIP (6)
Mengjie Wang, Yuxin Zhu, Xiaoyu Wei, Kecheng Chen, Xiaorong Pu, Chao Li, Yazhou Ren
2022 B conf
Cross Domain Low-Dose CT Image Denoising With Semantic Information Alignment.
ICIP
Jiaxin Huang, Kecheng Chen, Jiayu Sun, Xiaorong Pu, Yazhou Ren
2022 J jnl
EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer.
Comput. Biol. Medicine
Xiaorong Pu, Peng Yi, Kecheng Chen, Zhaoqi Ma, Di Zhao, Yazhou Ren
2022 J jnl
TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal With Signal-to-Image Transformation.
IEEE Trans. Geosci. Remote. Sens.
Kecheng Chen, Xiaorong Pu, Yazhou Ren, Hang Qiu, Fanqiang Lin, Saimin Zhang
2021 J jnl
An HPC-Based Hydrothermal Finite Element Simulator for Modeling Underground Response to Community-Scale Geothermal Energy Production.
CoRR
Xiang Sun, Kenichi Soga, Alp Cinar, Zhenxiang Su, Kecheng Chen, Krishna Kumar, Patrick F. Dobson, Peter S. Nico
2021 J jnl
EEGDnet: Fusing Non-Local and Local Self-Similarity for 1-D EEG Signal Denoising with 2-D Transformer.
CoRR
Peng Yi, Kecheng Chen, Zhaoqi Ma, Di Zhao, Xiaorong Pu, Yazhou Ren
2021 A* conf
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection.
ACM Multimedia
Kecheng Chen, Kun Long, Yazhou Ren, Jiayu Sun, Xiaorong Pu
2021 J jnl
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection.
CoRR
Kecheng Chen, Kun Long, Yazhou Ren, Jiayu Sun, Xiaorong Pu
2021 J jnl
Numerical simulation of the fire emergency evacuation for a metro platform accident.
Simul.
Jiabin Xie, Kecheng Chen, Trevor Hocksun Kwan, Qing-He Yao
2021 J jnl
RIDnet: Radiologist-Inspired Deep Neural Network for Low-dose CT Denoising.
CoRR
Kecheng Chen, Jiayu Sun, Jiang Shen, Jixiang Luo, Xinyu Zhang, Xuelin Pan, Dongsheng Wu, Yue Zhao, Miguel Bento, Yazhou Ren, Xiaorong Pu
2020 — conf
Low-Dose CT Image Blind Denoising with Graph Convolutional Networks.
ICONIP (1)
Kecheng Chen, Xiaorong Pu, Yazhou Ren, Hang Qiu, Haoliang Li, Jiayu Sun
2020 — conf
Task-Driven Deep Learning for LDCT Image Denoising.
ISICDM
Kecheng Chen, Jiaxin Huang, Jiayu Sun, Yazhou Ren, Xiaorong Pu
2019 — conf
A Semantic-Based Short-Text Fast Clustering Method on Hotline Records in Chengdu.
DASC/PiCom/DataCom/CyberSciTech
Xiaorong Pu, Kun Long, Kecheng Chen, Mei Xie, Jiancheng Lv, Dezhong Peng
2019 — conf
Improving Mobile News Reading Experience for Chinese Users: An User Interview and Eye Tracking Study.
HCI (20)
Chenyi He, Nan Chen, Minjuan Zhou, Hui Li, Kecheng Chen, Daisong Guan