KC
Kwang-Ting Cheng
cs.CVcs.AIcs.LGcs.AReess.IVcs.CLcs.ROcs.ETcs.NEDeep Learning
On Valency
published · living versionsW_432u5yk4·v1 · currentpublished
FlagRot: Selective Rotation for Low-Bit KV Caches
with Kunming Shao, Xijie Huang, Jierun Chen, Jiaqi Shao +5
1 version
Preprints & journals
149 papers in the corpus · 2014–2026PQ-HSA: Reusing Product-Quantized Scores for Hybrid Sparse-Approximate Attention2609.33746v1 · Kunming Shao, Jierun Chen, Yanli Wang et al.2026 · 0 citationsarXiv
EfficientAgent: What Makes KV Cache Offloading Work for Concurrent Agents?2609.33762v1 · Kunming Shao, Jierun Chen, Jiangnan Yu et al.2026 · 0 citationsarXiv
Causal-History Test-Time Scaling for Failure Recovery in Autoregressive World-Action Models2609.18016v1 · Lin Li, Long Chen, Kwunhang (Edwin) Wong et al.2026 · 0 citationsarXiv
RAEM: Robust Autonomous Exploration for Multi-Floor Environments with a Quadruped Robot2608.25366v1 · Zikang Yuan, Yuan Ren, Yian Wang et al.2026 · 0 citationsarXiv
Prompt-guided foundation model tuning for pathology image classification.42462643 · Lin, Yi, Zhu, Zhengjie, Cheng, Kwang-Ting et al.2026 · 1 citationMedical image analysis. 2026;113:104214
Efficient and accurate neural-field reconstruction using resistive memory.42271058 · Yu, Yifei, Zhang, Xinyuan, Wang, Shaocong et al.2026 · 1 citationNature. 2026;654(8119):642-651
Resistive memory-based neural differential equation solver for score-based diffusion model.42120416 · Yang, Jichang, Chen, Hegan, Chen, Jia et al.2026 · 1 citationNature communications. 2026;17(1)
31.1 A 14.08-to-135.69Token/s ReRAM-on-Logic Stacked Outlier-Free Large-Language-Model Accelerator with Block-Clustered Weight-Compression and Adaptive Parallel-Speculative-Decoding2605.09375v1 · Pingcheng Dong, Yonghao Tan, Xuejiao Liu et al.2026 · 1 citationarXiv
FedHAC: Towards Robust Federated Multi-Lesion Segmentation With Heterogeneous Annotation Completeness.41134957 · Xiang, Yangyang, Wu, Nannan, Yu, Li et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;30(5):4328-4340
Expert Streaming: Accelerating Low-Batch MoE Inference via Multi-chiplet Architecture and Dynamic Expert Trajectory Scheduling2603.27624v1 · Songchen Ma, Hongyi Li, Weihao Zhang et al.2026 · 0 citationsarXiv
Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation2602.20479v1 · Lin Li, Ziqi Jiang, Gefan Ye et al.2026 · 0 citationsarXiv
A Deployment-Friendly Foundational Framework for Efficient Computational Pathology2602.14010v2 · Yu Cai, Cheng Jin, Zhengyu Zhang et al.2026 · 0 citationsarXiv
Pruning random resistive memory for optimizing analog AI.41519952 · Li, Yi, Wang, Songqi, Zhao, Yaping et al.2026 · 0 citationsNature communications. 2026
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization2601.05242v1 · Shih-Yang Liu, Xin Dong, Ximing Lu et al.2026 · 0 citationsarXiv
A Study of Finetuning Video Transformers for Multi-view Geometry Tasks2512.18684v1 · Huimin Wu, Kwang-Ting Cheng, Stephen Lin et al.2025 · 1 citationarXiv
A 28nm 0.22{\mu}J/token memory-compute-intensity-aware CNN-Transformer accelerator with hybrid-attention-based layer-fusion and cascaded pruning for semantic-segmentation2512.17555v2 · Pingcheng Dong, Yonghao Tan, Xuejiao Liu et al.2025 · 11 citations2025 IEEE International Solid-State Circuits Conference (ISSCC), vol. 68, pp. 01-03, 2025
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning2510.15110v1 · Shih-Yang Liu, Xin Dong, Ximing Lu et al.2025 · 0 citationsarXiv
Token Merging via Spatiotemporal Information Mining for Surgical Video Understanding2509.23672v1 · Xixi Jiang, Chen Yang, Dong Zhang et al.2025 · 0 citationsarXiv
A generalizable pathology foundation model using a unified knowledge distillation pretraining framework.40897898 · Ma, Jiabo, Guo, Zhengrui, Zhou, Fengtao et al.2026 · 39 citationsNature biomedical engineering. 2026;10(3):545-564
Genomic Touchstone: Benchmarking Genomic Language Models in the Context of the Central Dogma10.1101/2025.06.25.661622v1 · Wang, Y., Cai, Z., Zeng, Q. et al.2025 · 5 citationsbioRxiv
Continuous-time digital twin with analog memristive neural ordinary differential equation solver.40435243 · Chen, Hegan, Yang, Jichang, Chen, Jia et al.2026 · 10 citationsScience advances. 2025;11(22):eadr7571
Rethinking boundary detection in deep learning-based medical image segmentation.40344946 · Lin, Yi, Zhang, Dong, Fang, Xiao et al.2025 · 26 citationsMedical image analysis. 2025;103:103615
Boosting Convolution With Efficient MLP-Permutation for Volumetric Medical Image Segmentation.40030925 · Lin, Yi, Fang, Xiao, Zhang, Dong et al.2025 · 9 citationsIEEE transactions on medical imaging. 2025;44(5):2341-2352
Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension2504.14642v3 · Lin Li, Wei Chen, Jiahui Li et al.2025 · 1 citationarXiv
APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design2505.03748v1 · Yonghao Tan, Pingcheng Dong, Yongkun Wu et al.2025 · 1 citationarXiv
SR-LIO++: LiDAR-Inertial Odometry and Quantized Mapping with Caching-Aware Sweep Reconstruction2503.22926v3 · Zikang Yuan, Ruiye Ming, Chengwei Zhao et al.2025 · 0 citationsarXiv
Generalized Task-Driven Medical Image Quality Enhancement With Gradient Promotion.40030882 · Zhang, Dong, Cheng, Kwang-Ting2025 · 4 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(4):2785-2798
SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts.39509313 · Lin, Xian, Xiang, Yangyang, Wang, Zhehao et al.2025 · 8 citationsIEEE transactions on medical imaging. 2025;44(3):1386-1399
MedIAnomaly: A comparative study of anomaly detection in medical images.40009901 · Cai, Yu, Zhang, Weiwen, Chen, Hao et al.2025 · 58 citationsMedical image analysis. 2025;102:103500
Memory Efficient Transformer Adapter for Dense Predictions2502.01962v1 · Dong Zhang, Rui Yan, Pingcheng Dong et al.2025 · 0 citationsarXiv
Random resistive memory-based deep extreme point learning machine for unified visual processing.39843465 · Wang, Shaocong, Gao, Yizhao, Li, Yi et al.2025 · 11 citationsNature communications. 2025;16(1):960
Dynamic Subcluster-Aware Network for Few-Shot Skin Disease Classification.38090872 · Li, Shuhan, Li, Xiaomeng, Xu, Xiaowei et al.2025 · 15 citationsIEEE transactions on neural networks and learning systems. 2025;36(1):1872-1883
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions.38265911 · Luo, Luyang, Wang, Xi, Lin, Yi et al.2025 · 157 citationsIEEE reviews in biomedical engineering. 2025;18:130-151
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training2412.09619v1 · Dongting Hu, Jierun Chen, Xijie Huang et al.2024 · 4 citationsarXiv
Exploring Feature Representation Learning for Semi-Supervised Medical Image Segmentation.37506015 · Wu, Huimin, Li, Xiaomeng, Cheng, Kwang-Ting2024 · 35 citationsIEEE transactions on neural networks and learning systems. 2024;35(11):16589-16601
EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation2410.21271v6 · Shih-Yang Liu, Maksim Khadkevich, Nai Chit Fung et al.2024 · 0 citationsarXiv
A 10.60 W 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection2410.17395v1 · Yifan Qin, Zhenge Jia, Zheyu Yan et al.2024 · 1 citationarXiv
LENAS: Learning-Based Neural Architecture Search and Ensemble for 3-D Radiotherapy Dose Prediction.38728131 · Lin, Yi, Liu, Yanfei, Chen, Hao et al.2024 · 16 citationsIEEE transactions on cybernetics. 2024;54(10):5795-5805
Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection2409.17485v1 · Yi Gu, Yi Lin, Kwang-Ting Cheng et al.2024 · 5 citationsarXiv
Labeled-to-unlabeled distribution alignment for partially-supervised multi-organ medical image segmentation.39244795 · Jiang, Xixi, Zhang, Dong, Li, Xiang et al.2024 · 8 citationsMedical image analysis. 2025;99:103333
Aligning Medical Images with General Knowledge from Large Language Models2409.00341v1 · Xiao Fang, Yi Lin, Dong Zhang et al.2024 · 17 citationsarXiv
Vessel-promoted OCT to OCTA image translation by heuristic contextual constraints.39217674 · Li, Shuhan, Zhang, Dong, Li, Xiaomeng et al.2024 · 15 citationsMedical image analysis. 2024;98:103311
Semantic memory-based dynamic neural network using memristive ternary CIM and CAM for 2D and 3D vision.39141720 · Zhang, Yue, Zhang, Woyu, Wang, Shaocong et al.2024 · 10 citationsScience advances. 2024;10(33):eado1058
Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation2407.18449v3 · Jiabo Ma, Zhengrui Guo, Fengtao Zhou et al.2024 · 7 citationsarXiv
Non-parametric regularization for class imbalance federated medical image classification2407.12446v1 · Jeffry Wicaksana, Zengqiang Yan, Kwang-Ting Cheng2024 · 0 citationsarXiv
Dynamic neural network with memristive CIM and CAM for 2D and 3D vision2407.08990v1 · Yue Zhang, Woyu Zhang, Shaocong Wang et al.2024 · 0 citationsarXiv
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization2407.08044v2 · Xijie Huang, Zechun Liu, Shih-Yang Liu et al.2024 · 7 citationsarXiv
FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness2407.02280v2 · Yangyang Xiang, Nannan Wu, Li Yu et al.2024 · 2 citationsarXiv
FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity2406.18995v1 · Zhaobin Sun, Nannan Wu, Junjie Shi et al.2024 · 7 citationsarXiv
Joint stereo 3D object detection and implicit surface reconstruction.38886528 · Li, Shichao, Huang, Xijie, Liu, Zechun et al.2024 · 4 citationsScientific reports. 2024;14(1):13893
Career total: 969 works. 149 are in this corpus.Showing the 50 most recent.
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