PPaperPicks

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

DBLP profile ↗ORCID 0000-0002-3885-4912 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Xijie Huang
×4
Hao Chen
×4
Yi Lin
×3
Shih-Yang Liu
×3
Nannan Wu
×3
Li Yu
×3
Zengqiang Yan
×3
Dong Zhang
×2
Xin Yang
×2
Huimin Wu
×1
Stephen Lin
×1
Zhirong Wu
×1

Papers

  1. A Study of Finetuning Video Transformers for Multi-view Geometry Tasks
    AAAI 2026 ·
    Huimin Wu
    , Kwang-Ting Cheng,
    Stephen Lin
    ,
    Zhirong Wu
  2. Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension
    AAAI 2026 ·
    Lin Li
    ,
    Wei Chen
    ,
    Jiahui Li
    , Kwang-Ting Cheng,
    Long Chen
  3. Memory Efficient Transformer Adapter for Dense Predictions
    ICLR 2025 ·
    Dong Zhang
    ,
    Rui Yan
    ,
    Pingcheng Dong
    , Kwang-Ting Cheng
  4. SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model
    MICCAI 2025 ·
    Xixi Jiang
    ,
    Chen Yang
    ,
    Liang Zhang
    , Tim Kwang-Ting Cheng,
    Xin Yang
  5. SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
    CVPR 2025 ·
    Jierun Chen
    ,
    Dongting Hu
    ,
    Xijie Huang
    ,
    Huseyin Coskun
    ,
    Arpit Sahni
    ,
    Aarush Gupta
    ,
    Anujraaj Goyal
    ,
    Dishani Lahiri
    ,
    Rajesh Singh
    ,
    Yerlan Idelbayev
    ,
    Junli Cao
    ,
    Yanyu Li
    , Kwang-Ting Cheng,
    S.-H. Gary Chan
    ,
    Mingming Gong
    ,
    Sergey Tulyakov
    ,
    Anil Kag
    ,
    Yanwu Xu
    ,
    Jian Ren
  6. Aligning Medical Images with General Knowledge from Large Language Models
    MICCAI 2024 ·
    Xiao Fang
    ,
    Yi Lin
    ,
    Dong Zhang
    , Kwang-Ting Cheng,
    Hao Chen
  7. CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels
    CVPR 2024 ·
    Chi-Hsuan Wu
    ,
    Shih-Yang Liu
    ,
    Xijie Huang
    ,
    Xingbo Wang
    ,
    Rong Zhang
    ,
    Luca Minciullo
    ,
    Wong Kai Yiu
    ,
    Kenny Kwan
    , Kwang-Ting Cheng
  8. DTMFormer: Dynamic Token Merging for Boosting Transformer-Based Medical Image Segmentation
    AAAI 2024 ·
    Zhehao Wang
    ,
    Xian Lin
    ,
    Nannan Wu
    ,
    Li Yu
    , Kwang-Ting Cheng,
    Zengqiang Yan
  9. DoRA: Weight-Decomposed Low-Rank Adaptation
    ICML 2024 ·
    Shih-Yang Liu
    ,
    Chien-Yi Wang
    ,
    Hongxu Yin
    ,
    Pavlo Molchanov
    ,
    Yu-Chiang Frank Wang
    , Kwang-Ting Cheng,
    Min-Hung Chen
  10. FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness
    MICCAI 2024 ·
    Yangyang Xiang
    ,
    Nannan Wu
    ,
    Li Yu
    ,
    Xin Yang
    , Kwang-Ting Cheng,
    Zengqiang Yan
  11. FedMLP: Federated Multi-label Medical Image Classification Under Task Heterogeneity
    MICCAI 2024 ·
    Zhaobin Sun
    ,
    Nannan Wu
    ,
    Junjie Shi
    ,
    Li Yu
    , Kwang-Ting Cheng,
    Zengqiang Yan
  12. Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning
    EMNLP 2024 ·
    Xijie Huang
    ,
    Li Lyna Zhang
    , Kwang-Ting Cheng,
    Fan Yang
    ,
    Mao Yang
  13. Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification
    MICCAI 2024 ·
    Shuhan Li
    ,
    Yi Lin
    ,
    Hao Chen
    , Kwang-Ting Cheng
  14. Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective
    MICCAI 2024 ·
    Yu Cai
    ,
    Hao Chen
    , Kwang-Ting Cheng
  15. Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection
    MICCAI 2024 ·
    Yi Gu
    ,
    Yi Lin
    , Kwang-Ting Cheng,
    Hao Chen
  16. RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
    EMNLP 2024 ·
    Xijie Huang
    ,
    Zechun Liu
    ,
    Shih-Yang Liu
    , Kwang-Ting Cheng