AI Engineer Intern — 技嘉科技 AI Lab（2025/12 ~ 2026/03）

• 開發基於嵌入模型與向量資料庫的內部 AI 工具
• 部署與評估多節點 GPU 分散式大型語言模型推理架構

暑期實習研究助理 — 中央研究院 資訊科學研究所（2025/07 ~ 2025/08）

• 設計 Position-Aware ControlNet 與 Bottleneck StyleEncoder，實現舞蹈動作到音樂的長篇生成
• Beat Hit 提升 109%，FAD 降低 42.3%

碩士班研究助理 — 台灣大學 DISP 實驗室（2024/09 ~ 至今）

• 指導教授：丁建均 教授
• 研究方向：電腦視覺、影像處理、Camera ISP、生成式模型

大學部兼任研究助理 — 中正大學 AIS 實驗室（2021/06 ~ 2024/06）

• 指導教授：郭秉寰 教授
• 參與計畫：
  1. 人工智慧演算法應用於仿生機器人極限動作增強策略之發展
  2. Taiwan Bot：人機協作之智慧人形機器人系統—子計畫三：智慧型協作人形機器人動作規劃系統之開發(I)

國立台灣大學電信工程學研究所碩士生，研究方向涵蓋電腦視覺與生成式模型。目前已發表 12 篇論文（含 5 篇 Q1 期刊）、獨立出版 2 本技術書籍。

研究興趣：

• 電腦視覺：影像品質評估（IQA）、語意分割、Camera ISP（自動白平衡）
• 生成式模型：潛在擴散模型（Latent Diffusion）、音樂/音訊生成
• 深度強化學習：無人機避障、人形機器人控制
• 大型語言模型：推理優化、分散式部署

書籍著作

1. 陳冠霖（獨立作者），AI 最強調整術：使用最佳化演算法，打造頂級機器學習模型，博碩文化，384 頁，2025/11。[連結]
2. 陳冠霖（獨立作者），即學即用！精選 30 招辦公室超高效 AI 生產術：使用 ChatGPT x Copilot x Word x Excel x Gamma，博碩文化，2024/10。[連結]

Journal Papers

1. P.-H. Kuo, K.-L. Chen, Y.-S. Lin, Y.-C. Chiu, and C.-C. Peng, "Deep Reinforcement Learning-Based Collision Avoidance Strategy for Multiple Unmanned Aerial Vehicles," Engineering Applications of Artificial Intelligence (EAAI), vol. 148, 2025. (SCI, Q1) [Paper]
2. P.-H. Kuo and K.-L. Chen, "Two-Stage Fuzzy Object Grasping Controller for a Humanoid Robot with Proximal Policy Optimization," Engineering Applications of Artificial Intelligence (EAAI), vol. 126, 2023. (SCI, Q1) [Paper]
3. P.-H. Lin, P.-H. Kuo, and K.-L. Chen, "Developmental Prediction of Poststroke Patients in Activities of Daily Living by Using TPE-Optimized Stacking Ensemble Approaches," IEEE Journal of Biomedical and Health Informatics (JBHI), vol. 28, no. 6, pp. 3772–3783, 2024. (SCI, Q1) [Paper]
4. P.-H. Kuo, J. Hu, K.-L. Chen, W.-H. Chang, X.-Y. Chen, and C.-J. Huang, "Sequential Sensor Fusion-Based W-DDPG Gait Controller of Bipedal Robots for Adaptive Slope Walking," Advanced Engineering Informatics (AEI), vol. 57, 2023. (SCI, Q1) [Paper]
5. P.-H. Kuo, W.-C. Yang, P.-W. Hsu, and K.-L. Chen, "Intelligent Proximal-Policy-Optimization-Based Decision-Making System for Humanoid Robots," Advanced Engineering Informatics (AEI), vol. 56, 2023. (SCI, Q1) [Paper]
6. C.-W. Jan, Y.-J. Chiu, K.-L. Chen, T.-C. Yao, and P.-H. Kuo, "Optical Based Gradient-Weighted Class Activation Mapping and Transfer Learning Integrated Pneumonia Prediction Model," Computer Systems Science and Engineering (CSSE), vol. 48, no. 2, pp. 533–557, 2024. [Paper]

Conference Papers

1. K.-Y. Chen, K.-L. Chen, Y.-C. Yu, and J.-J. Ding, "Guitar Tone Morphing by Diffusion-based Model," in Proc. APSIPA ASC, 2025. [arXiv]
2. Y.-K. Lee, K.-L. Chen, and J.-J. Ding, "FRIEREN: Face Resizing Image Quality Evaluation via Robust Estimation of Image Naturalness," in Proc. APCCAS, 2025.
3. K.-L. Chen and J.-J. Ding, "Enhancement of Semantic Segmentation with Edge Networks Using Wavelets and Adaptive Canny Thresholding," in Proc. ICISPC, 2025.
4. K.-L. Chen and J.-J. Ding, "Kolmogorov-Arnold Networks with Trainable Activation Functions for Data Regression and Classification," in Proc. ICAIIC, 2025. [Paper]

Preprints / Under Review

1. C.-H. Chang, K.-S. Ho, C.-Y. Tsai, K.-L. Chen, Y.-H. Yang, and J.-J. Ding, "AnchorSteer: Self-Discovered Concept Injection for Structure-Preserving Music Editing," submitted to KDD, 2026.
2. Y.-K. Lee, K.-L. Chen, C.-C. Chang, and Y.-L. Liu, "RL-AWB: Deep Reinforcement Learning for Auto White Balance Correction in Low-Light Night-time Scenes," arXiv preprint arXiv:2601.05249, 2025. [arXiv] [Code]

獎項

• 2023 佳作，中國工程師學會學生論文競賽

學術服務

• Engineering Applications of Artificial Intelligence (EAAI), Elsevier — 審稿人（2023–2025，共完成 11 篇審查）