Alumni

• Ph.D students 

  • 許德丞 Hsu Te Cheng

    • Email: andy810436 AT gmail.com

    • Dissertation Title: A Robust Deep Learning Cancer Prognosis Prediction Framework

  • 吳宜臻 Wu Yi Chen 

    • Email: s106064901 AT m106.nthu.edu.tw 

    • Now in MediaTek

    • Dissertation Title: A Distributed Design for Offloading Decision-Making and Resource Allocation Algorithm in Multi-User-Multi-Server Mobile Edge Computing System 

• Master students 

  • 簡立誠 Chien Li Cheng 

    • Email: leo922oel AT gmail.com

    • Thesis: Large Language Models vs. Embedding Methods for Medical Multivariate Time Series: A Systematic Analysis on Missing Rates 

  • 徐嬿鎔 Hsu Yen Jung 

    • Email: yenyenhsu0709 AT gmail.com

    • Thesis: MTSTRec: Multimodal Time-Aligned Shared Token Recommender 

  • 鄧又誠 Teng YouChen 

    • Email: alex25241695 AT gmail.com

    • Thesis: A General Framework for Graph-Level Classification with Heterogeneous Information Networks 

  • 游筑鈞 Yu ChuChun 

    • Email: ruby5052350622 AT gmail.com 

    • Thesis: MM4Rec: Multi-source and Multi-scenario Recommender for Unified User Preference  

  • 林宗暐 Lin Tsung Wei 

    • Email: kmes50311 AT gmail.com 

    • Thesis: Integrating Large Language Models in Graph Neural Networks for Cancer Prognosis Prediction 

  • 張舜程 Chang Shun Cheng

    • Email: between2058 AT gmail.com

    • Thesis: A Hybrid Vision Model Under the MIL Framework for BCLC Staging of Hepatocellular Carcinoma Using 3D CT 

  • 劉建甫 Liu Chien Fu

    • Email: jeff790906 AT gmail.com 

    • Thesis: Integrating Large Language Model Embedding for Enhancing Drug Target Affinity Prediction

  • 曾世傑 Jefferson Sy Dionisio

    • Email: jsydionisio AT gmail.com

    • Thesis: An Attention-Based Deep Learning Approach of Using Time-Series EEG for Predicting Neurological Outcomes in Cardiac Arrest 

  • 江軍 Jiang Jun 

    • Email: yunightforsch AT gmail.com

    • Thesis: Predicting Cancer Prognosis Using Graph-based Model with Subgraph Representation by Integrating RNA-Sequencing and Clinical Data 

  • 黃俊愷 Huang Chun Kai 

    • Email: r10942147 AT ntu.edu.tw

    • Thesis: Learning From Irregular Multivariate Time Series Data with Scalable Numerical Embedding: A Case Study in Electronic Health Record   

  • 徐樂然 Tsui Lok In 

    • Email: lokin971115 AT gmail.com

    • Thesis: Drug Target Affinity Prediction based on Molecular Graphs and Graph Neural Networks   

  • 黃子宸 Huang Tzu Chen 

    • Email: R09942055 AT ntu.edu.tw

    • Thesis: Predicting Cancer Prognosis Using Graph Neural Networks by Integrating RNA-Sequencing and Clinical Data  

  • 張舒翔 Chang Shu Hsiang 

    • Email: R09942125 AT ntu.edu.tw

    • Thesis: Meta-EHR: A meta-learning approach for electronic health records with a high imbalance ratio and missing rate 

  • 黃奕翔 Huang Yi Hsiang 

    • Email: r10942086 AT ntu.edu.tw

    • Thesis: Generating synthetic heterogeneous information network from scratch for explainable AI 

  • 魏嘉芯 Wei Chia Shin

    • Email: sabrina0226wei AT gmail.com

    • Thesis: A BCLC staging system for hepatocellular carcinoma using Ensemble Learning and Multi-phase abdominal CT 

  • Berke Uğurlu

    • Email:  brkugrl96 AT gmail.com

    • Thesis: Style4Rec: Enhancing Transformer-based E-commerce Recommendation Systems with Style and Shopping Cart Information 

  • Tanoj Ramesh Langore

    • Email: tanojlangore2016 AT gmail.com

    • Thesis: Local Extrema Based Graph Convolution and Listwise Loss for Drug Target Interaction Prediction 

  • 張仕諺 Chang Shih Yen 

    • Email: 12scott89 AT gmail.com 

    • Thesis: Boosting Graph Neural Network with Decision Tree-based Models for Heterogeneous Information Networks 

  • 吳柏潤 Wu Bo Run

    • Email: borunwu0209 AT gmail.com 

    • Thesis: Multi-Cancer Prognosis Prediction with Multi-Task Learning Integrating RNA Sequencing and Clinical Data 

  • 劉沛穎 Liu Pei Ying

    • Email: peiyingliu.phys AT gmail.com

    • Thesis: Using Lightweight Self-attention Based Models on High Missing Rate Time Series Electronic Health Records 

  • 鄭明哲 Zheng Ming Zhe

    • Email: raining9948 AT gmail.com

    • Thesis: Deep STI: Deep Stochastic Time-series Imputation on Electronic Medical Records 

  • Gracy Rayan

    • Email: gracyrayan26 AT gmail.com 

    • Now in Create Electronic Optical 

    • Thesis: Top-k Ranking of Drug Target Interactions based on Listwise Loss and Transfer Learning 

  • 姚之浩 Yao Zhi Hao 

    • Email: hp2ercr2 AT gmail.com

    • Now in ChungHwa Telecom

    • Thesis: Using Pre-training and Deep Recurrent Q-Network to Design for the Offloading Decision in Mobile Edge Computing Networks 

  • 吳旻聖 Wu Min Sheng 

    • Email: stu970029 AT gmail.com   

    • Now in Precoo

    • Thesis: A Multimodal and Time Series based Deep Learning Online Hotel Recommendation System 

  • 白鎧維 Bai Kai Wei 

    • Email: a1091103 AT gmail.com 

    • Now in Nvidia

    • Thesis: Attention-based Statistical and Recurrent Recommender for Push Notification (Att- StaRRP) 

  • 陳威助 Chen Wei Zhu

    • Email: wezhuchen AT gmail.com 

    • Now in Likr

  • 錢又瑄 Chien Yu Hsuan

    • Email: eschien0401 AT gmail.com 

  • 黃是豪 Huang Shih Hao 

    • Email: haemonhuang2 AT gmail.com 

    • Now in TP-Link

  • 劉俊廷 Jun Ting Liu

    • Email : jtr821017 AT gmail.com 

  • 鄭立欣 Lishin Cheng

    • Email :  lishin777 AT gmail.com 

  • 陳家翔 Jia Siang Chen

    • Email : jason06616 AT gmail.com 

  • 鍾易翰 Yi Han Choong

    • Email : choong3211 AT gmail.com 

    • Now in Novatek

  • 陳健民 Chien Ming Chen

    • Email : jimmy6409444 AT gmail.com 

    • Now in Realtek Semiconductor Corp.

  • 黃柏升 Po Sheng Huang

    • Email : bobson82923 AT gmail.com 

    • Now in CHTTL

  • 蕭奕群 Yi Chun Hsiao

    • Email : frank820323 AT gmail.com 

  • 王勵育 Li Yu Wang

    • Email : university6300003 AT gmail.com 

    • Now in Realtek Semiconductor Corp. 

  • 陳兆麟 Chao Lin Chen

    • Email : lonelywar1213 AT gmail.com

  • 陳威寧 Wei Ning Chen

    • Email : iamlingo080990 AT gmail.com  

    • Now in HTC Corporation

  • 王欣耀 Hsin Yao Wang

    • Email : graceful3157 AT gmail.com 

    • Now in UMC​

  • 林鈞毅 Jun Yi Lin

    • Email : linjunyi0329 AT gmail.com 

    • Thesis: Coordinated Beamforming Design For Energy Harvesting Transceiver With Channel Distribution Information.

  • 李俊緯 Jyun Wei Li

    • Email : re21962000 AT gmail.com 

    • Thesis: On the Optimal Power Allocation for Two-Way Full-Duplex AF Relay Networks.

    • Now in Realtek Semiconductor Corp.

  • 連紹廷 SHAO TING LIAN

    • Email : jungle9851061 AT gmail.com 

    • Thesis: YWHAQ(14-3-3 theta/tau) as a novel CSC predictive biomarker in breast cancer: a systems biology approach.

    • Now in MediaTek

  • 曹賀鈞 Ho Chun Tsao

    • Email : james39tw AT gmail.com 

    • Thesis: Utility Maximization for MISO Bursty Interference Channel.

  • 洪敏翔 Min Xiang Hong

    • Email : jhukng7 AT gmail.com 

    • Thesis: Investigating the role of human bone marrows-mesenchymal stem cells for the initialization and metastasis of lung cancer stem cells: a systems biology approach.

    • Now in HTC.

  • 劉芳佑 fang you Liou

    • Email :  victorwish0512 AT gmail.com 

    • Thesis: Uncovering regeneration strategy of zebrafish organs: A comprehensive systems biology study on brain, heart, fin and retina regeneration.

  • 林美婷 Mei-Ting Lin

    • Email : mtlin11216 AT gmail.com 

    • Thesis: Novel Utilization of Terminators in the Design of Biologically Adjustable Synthetic Bandpass Filters.

    • Now in SiliconMotion

  • 林韋任 Wei Ren Lin

    • Email : hcnerf1667 AT gmail.com 

    • Thesis: Probabilistic Power Allocation For Cognitive Relay Networks with Outage Constraints.

    • Now in Chunghwa Telecom

  • 林恩平 En-Ping Lin

    • Email : enping1212 AT gmail.com 

    • Thesis: Coordinated Beamforming for Cooperative Cognitive Radio Networks with Full-Duplex Transceivers.

    • Now in VIA Technologies

  • 陳昶霖 Chang-Lin Chen

    • Email : vip410246 AT gmail.com 

    • Thesis: Utility Maximization for Two-Way AF Relaying Under Rate Outage Constraints.

    • Now study in Purdue University PhD. of ECE

  • 林晉南 Chin Nan Lin

    • Email : sc8411042 AT gmail.com 

    • Thesis: The role of apoptosis on innate and adaptive immunity for zebrafish: a systems biology approach.

    • Now in TSMC

  • 丹竹文 Juwendo Denis

    • Email : juwendo AT gmail.com 

    • Thesis: Robust Adaptive Distributed Beamforming Schemes for Time-Varying Fading Channels: Performance Analysis and Algorithm Design.

    • Now a PhD student at onservatoire National des Arts et Metiers

  • 陳韋豪 Chen Wei-Hao

    • Email : cchen624 AT gmail.com 

    • Thesis: Optimal Probabilistic Power Allocation For Cognitive Radio Networks with Outage Constraint and One-Bit Side Information.

    • Now in ASUS

  • 曾嘉祥 Chia-Shiang Tseng

    • Email : s9964518 AT m99.nthu.edu.tw 

    • Thesis: On the Robust Design of Adaptive Distributed Beamforming for Wireless Sensor/Relay Networks

    • Now in Ambarella Taiwan Ltd.

  • 呂家柔 Chia-Jou Lu

    • Email : carol0218 AT gmail.com 

    • Thesis: Opportunistic Successive Interference Cancelation for MISO Interference Channel Under Rate Outage Constraints.

    • Now in ASUS

  • 陳長慶 Chang-Ching Chen

    • Email : snakeking0103 AT gmail.com 

    • Thesis: Adaptive Distributed Beamforming for Relay Networks: Convergence Analysis

    • Now in MediaTek

  • 簡佑文 Yu-Wen Chien

    • Email : j10003632 AT gmail.com 

    • Thesis: Host-pathogen interaction networks between Candida albicans and zebrafish: the dynamics of iron and glucose.

    • Now in ASUS

  • 廖唯誠 Wei-Cheng Liao ( Co-advised by Chong-Yung Chi )

    • Email : weicliao AT gmail.com 

    • Now in Broadcom, Sunnyvale, CA

• Undergraduate students 

  • 彭柏翔 Peng Po Hsiang

    • Email: b09901168 AT ntu.edu.tw

  • 黃語棠 Huang Yu Tang 

    • Email: wcc5tm AT gmail.com

  • 何卓耀 Ho Chiok Yew 

    • Email: cyho2212 AT gmail.com

  • 王昱翔 Wang Yu Hsiang

    • Email: b08901041 AT ntu.edu.tw

  • 林鈺芳 Lin Yu Fang

    • Email: b08901205 AT ntu.edu.tw

  • 劉厚均 Liu Hou Chun

    • Email: jimmystereo AT gmail.com

• Interns

  • 莊英博 Chuang Ying Bo

    • Email: ryjsmrpqwt AT gmail.com