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Kwang-Ting Cheng

Hong Kong University of Science and Technology (HKUST), Hong Kong

16 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

MICCAI ×7AAAI ×3CVPR ×2EMNLP ×2ICLR ×1ICML ×1

Frequent coauthors

Xijie Huang
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Huimin Wu
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Lin Li
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Dong Zhang
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Xixi Jiang
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Jierun Chen
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Xiao Fang
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Chi-Hsuan Wu
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Zhehao Wang
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Shih-Yang Liu
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Yangyang Xiang
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Zhaobin Sun
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Papers

  1. A Study of Finetuning Video Transformers for Multi-view Geometry Tasks
    AAAI 2026 ·
    Huimin Wu
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  2. Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension
    AAAI 2026 ·
    Lin Li
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  3. Memory Efficient Transformer Adapter for Dense Predictions
    ICLR 2025 ·
    Dong Zhang
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  4. SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model
    MICCAI 2025 ·
    Xixi Jiang
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  5. SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
    CVPR 2025 ·
    Jierun Chen
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  6. Aligning Medical Images with General Knowledge from Large Language Models
    MICCAI 2024 ·
    Xiao Fang
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  7. CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels
    CVPR 2024 ·
    Chi-Hsuan Wu
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  8. DTMFormer: Dynamic Token Merging for Boosting Transformer-Based Medical Image Segmentation
    AAAI 2024 ·
    Zhehao Wang
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  9. DoRA: Weight-Decomposed Low-Rank Adaptation
    ICML 2024 ·
    Shih-Yang Liu
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  10. FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness
    MICCAI 2024 ·
    Yangyang Xiang
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  11. FedMLP: Federated Multi-label Medical Image Classification Under Task Heterogeneity
    MICCAI 2024 ·
    Zhaobin Sun
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  12. Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning
    EMNLP 2024 ·
    Xijie Huang
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  13. Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification
    MICCAI 2024 ·
    Shuhan Li
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  14. Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective
    MICCAI 2024 ·
    Yu Cai
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  15. Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection
    MICCAI 2024 ·
    Yi Gu
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  16. RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
    EMNLP 2024 ·
    Xijie Huang
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