軟體開發與測試實驗室 (軟體工程實驗室)
SDTLab (SELab)
教授
美國北卡州立大學 電機暨電腦工程系
計算機工程碩士
美國北卡州立大學 電機暨電腦工程系
計算機工程博士
宏裕科技大樓 1523
會寫程式的人常常以為自己很厲害、很會寫code,但是其實寫程式不等於開發軟體、會開發軟體不等於會設計軟體、可執行的軟體不等於高品質的軟體、十個人一起開發軟體不等於十倍的生產力。我們實驗室專攻“軟體工程”,目的是引領會寫code的人做良好的軟體設計,實踐軟體工程實務,成為更優秀的軟體開發人員,讓軟體好擴充、好維護、好修改,成為真正的“軟”體 。
年度 | 單位 | 計畫名稱 |
---|---|---|
109-110 | 科技部 | Android應用程式執行時異常偵測之研究 |
108-109 | 科技部 | 以強化學習為基礎之網路應用程式智慧爬蟲 |
107-108 | 科技部 | 程式碼Feature Envy壞味道偵測方法之研究 |
106-107 | 科技部 | 支援互動遞增式使用者指引與自動測試案例產生之網頁爬蟲 |
106-107 | 科技部 | 植基於GUI爬蟲技術以測試Android應用程式之研究 (I) (MOST 106-2221-E-027-008 -) |
106-107 | 聯齊科技股份有限公司 | 物聯網測試技術研究與開發 |
105 | 資策會 | 多裝置管理控制技術 |
105-106 | 台灣電子檢驗中心 | 智慧行動裝置測試技術研究 |
105-106 | 科技部 | Android應用程式關鍵字驅動測試與植基於模型測試之研究(II)(105-2221-E-027-086-) |
105-106 | 科技部 | 圖形使用者介面測試腳本壞味道自動偵測之研究(II) |
年度 | 單位 | 計畫名稱 |
---|---|---|
104 | 台灣電子檢驗中心 | Android應用程式伺服器壓力測試 |
104-105 | 科技部 | Android應用程式關鍵字驅動測試與植基於模型測試之研究 (104-2221-E-027-009-) |
104-105 | 科技部 | 圖形使用者介面測試腳本壞味道自動偵測之研究 |
104 | 工研院 | 網頁測試輸入資訊產生方法研究 |
104 | 優三第科技 | 雲端伺服器效能測試 |
103-105 | 台灣電子檢驗中心 | 軟體測試驗證發展 |
103-104 | 國科會 | 整合式雲端測試:平台與服務之開發-總計畫暨子計畫一:Android App伺服器效能測試服務之開發 (III) |
103-104 | 科技部 | 整合式雲端測試:平台與服務之開發-總計畫暨子計畫一:Android App伺服器效能測試服務之開發 (III)(103-2221-E-027-063-) |
103-104 | 科技部 | 整合式雲端測試:平台與服務之開發-子計畫四:平行執行測試服務之開發(III)(103-2221-E-027-066-) |
103 | Garmin | Automotive SPICE軟體流程技術引進 |
年度 | 單位 | 計畫名稱 |
---|---|---|
103 | 個人 | 手機多人對戰遊戲研發(第二期) |
103 | 熊現科技 | 環境雲端監控系統開發與測試 |
103 | 資策會 | 軟體測試工具整合平台開發 |
103 | 麗行資訊 | 旅遊平台相關開發與測試 |
103 | 資策會 | 大型軟體系統程式碼視覺化分析 |
102-103 | 國科會 | 整合式雲端測試:平台與服務之開發(II)-子計畫一:網際網路應用程式測試服務之開發 (NSC 102-2218-E-027 -006) |
102-103 | 科技部 | 整合式雲端測試:平台與服務之開發-總計畫暨子計畫三:整合式雲端測試:持續整合與測試環境虛擬化之開發(II)(102-2218-E-027-005-) |
102-103 | 科技部 | 整合式雲端測試:平台與服務之開發-子計畫四:平行執行測試服務之開發(II) (102-2218-E-027-008-) |
102 | 個人 | 手機多人對戰遊戲研發(第一期) |
101-102 | 國科會 | 整合式雲端測試:平台與服務之開發-子計畫一:網際網路應用程式測試服務之開發 (NSC 101-2221-E-027-065) |
年度 | 單位 | 計畫名稱 |
---|---|---|
101-102 | 科技部 | 整合式雲端測試:平台與服務之開發-總計畫暨子計畫三:整合式雲端測試:持續整合與測試環境虛擬化之開發(101-2221-E-027-064-) |
101-102 | 科技部 | 整合式雲端測試:平台與服務之開發-子計畫四:平行執行測試服務之開發(101-2221-E-027-067-) |
101 | 經濟部工業局 | 以Scrum流程為基礎之Android數位內容應用開發(數位內容產業發展躍進計畫-人才培訓委外計畫) |
100-101 | 科技部 | Android軟體錄製與播放測試工具之研發(100-2218-E-027-006-) |
100-101 | 教育部 | 資訊軟體人才培育行動終端應用課程發展專案計畫--行動裝置遊戲開發(課程1) |
100-101 | 金緻網路資訊服務 | 雲端儲存伺服器評估 |
100-101 | 國科會 | 以表格為基礎的自動化圖形使用者介面驗收測試 (NSC 100-2221-E-027-054) |
100-101 | 教育部 | 資訊軟體人才培育推動中心軟體工程推廣分項計畫,子計畫3-4:課程發展「物件導向程式設計課程之軟體工程輔助教材」 |
90-100 | 經濟部 | 導入Scrum軟體流程與最佳實務於ICT/CE產品研發之三年計畫(第二年度)之子計畫:軟體測試技術導入研究 |
99-100 | 國科會 | 嵌入式DVB-H 接收系統之開發-子計畫四: DVB-H 傳輸串流解碼軟體之開發(2/2) (NSC 99-2220-E-027-005) |
年度 | 單位 | 計畫名稱 |
---|---|---|
99 | 其富國際 | 手機遊戲之開發與移植 |
98-99 | 經濟部 | 導入Scrum軟體流程與最佳實務於ICT/CE產品研發之三年計畫(第一年度)之子計畫:軟體測試技術導入研究 (98-EC-17-A-02-S1-135) |
98-99 | 國科會 | 嵌入式DVB-H 接收系統之開發-子計畫四: DVB-H 傳輸串流解碼軟體之開發(1/2) (NSC 98-2220-E-027- 005) |
97-98 | 國科會 | WiMAX無線通訊系統軟體與工具開發-總計畫 (III) (NSC 97-2218-E-027-006 ) |
96-97 | 國科會 | WiMAX無線通訊系統軟體與工具開發-總計畫 (II) (NSC 96-2218-E-224-014) |
95-96 | 國科會 | WiMAX無線通訊系統軟體與工具開發-總計畫 (I) (NSC 95-2218-E-027-009) |
95-96 | 國科會 | 一個GUI測試規格語言之研究(NSC 95-2221-E-027-048) |
95-96 | 教育部 | 大專校院資訊人才培育先導型計畫─軟體工程學程推廣計畫 |
94-95 | 國科會 | 一個表格運算的視覺化語言之研究(NSC 94-2213-E-027-038) |
93-94 | 巨盛電子 | 音訊即時解碼晶片程式 |
年度 | 單位 | 計畫名稱 |
---|---|---|
93-94 | 國科會 | GTT測試先行編輯模式之設計與製作 (NSC 93-2218-E-027-041) |
93-94 | 國科會 | 一個巢狀式表格報表產生器之研究 (NSC 93-2213-E-027-019) |
92-93 | 國科會 | 一個Java GUI測試工具的設計與製作(NSC 92-2218-E-027-017) |
90-94 | 教育部 | 多媒體、電腦網路基礎教育與全球資訊網教學平台之建立 |
91-92 | 巨盛電子 | MP-3即時編碼器程式開發 |
90-91 | 巨盛電子 | MP-3即時編碼器晶片之效能評估 |
89-90 | 鑫景科技 | Linux作業系統之VCD/DVD撥放軟體 |
87-88 | 國科會 | 全球資訊網資料庫應用的CGI程式產生器之研究(NSC 88-2213-E-027-013) |
87-88 | 電信所 | 建立無線智慧型網路服務設計平台 |
87-88 | 凱琳投資 | 無線網際網路系統 |
年度 | 單位 | 計畫名稱 |
---|---|---|
86-87 | 國科會 | Intranet應用與技術之研究 (NSC 87-2213-E-027-011) |
83-84 | 教育部 | 通訊科技教育改進計劃 |
83-84 | 教育部 | 計算機系統教育改進計劃 |
82-83 | 國科會 | 專科學校電子工程科畢業生就業技術能力之分析研究(NSC 83-0111-S-027-008-TG) |
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日期 | 報告人 | 標題 |
---|---|---|
2021-03-30 | 陳哲葦 | Testing Apps With Real-World Inputs |
2021-03-30 | 林敬勛 | Experimental Comparison of Features and Classifiers for Android Malware Detection |
2021-03-23 | 黃泓凱 | Code Coverage at Google |
2021-03-23 | 吳冠穎 | Why an Android App is Classified as Malware? Towards Malware Classification Interpretation |
2021-03-16 | 顏璟丞 | Android Malware Classification Using Machine Learning and Bio-Inspired Optimisation Algorithms |
2021-03-16 | 卓旭嘉 | Android Malware Detection Using Autoencoder |
2021-03-02 | 王方顯 | Improving Automated GUI Testing by Learning to Avoid Infeasible Tests |
2021-03-02 | 詹昆宬 | QBE: QLearning-Based Exploration of Android Applications |
2021-02-23 | 賴慈馮 | DL-Droid: Deep learning based android malware detection using real devices |
2021-02-23 | 陳冠穎 | ALBERT: A Lite BERT for Self-supervised Learning of Language Representations |
2021-02-03 | 陳哲葦 | Testing Android Incoming Calls |
2021-02-03 | 林敬勛 | Humanoid: A Deep Learning-based Approach to Automated Black-box Android App Testing |
2021-01-27 | 吳冠穎 | Applying deep learning techniques for Android malware detection |
2021-01-27 | 黃泓凱 | Improving the Testing Efficiency of Selenium-based Load Tests |
2021-01-20 | 顏璟丞 | Predictive Test Selection |
2021-01-04 | 陳冠穎 | Parameter-Efficient Transfer Learning for NLP |
2020-12-28 | 蕭文全 | Improving Automated GUI Exploration of Android Apps via Static Dependency Analysis |
2020-12-28 | 卓旭嘉 | Support for Finding Presentation Failures by Using Computer Vision Techniques |
2020-12-21 | 古兆瑋 | What Can Learned Intrinsic Rewards Capture? |
2020-12-21 | 詹昆宬 | Deep contextualized word representations |
2020-12-14 | 王方顯 | Testing When Mobile Apps Go to Background and Come Back to Foreground |
2020-12-14 | 黃俊凱 | Learning Web Content Extraction with DOM Features |
2020-12-07 | 劉孝忠 | VQVC+:One-Shot Voice Conversion by Vector Quantization and U-Net architecture |
2020-12-07 | 賴慈馮 | Testing Apps with Real World Inputs |
2020-11-30 | 許景程 | ReCDroid: Automatically Reproducing Android Application Crashes from Bug Reports |
2020-11-30 | 陳哲葦 | ComboDroid: Generating High-Quality Test Inputs for Android Apps via Use Case Combinations |
2020-11-23 | 林敬勛 | Detecting and Localizing Internationalization Presentation Failures in Web |
2020-11-23 | 吳冠穎 | Smart Approach to Crawl Web Interfaces Using a Two Stage Framework of Crawler |
2020-11-16 | 黃泓凱 | Visual Web Test Repair |
2020-11-16 | 陳冠穎 | BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding |
2020-11-02 | 顏璟丞 | Detecting Attacks on Web Applications using Autoencoder |
2020-11-02 | 蕭文全 | Multiple-Entry Testing of Android Applications by Constructing Activity Launching Contexts |
2020-10-26 | 古兆瑋 | On Catastrophic Interference in Atari 2600 Games |
2020-10-26 | 卓旭嘉 | Efficiently Repairing Internationalization Presentation Failures By Solving Layout Constraints |
2020-10-19 | 黃俊凱 | Machine Learning and Constraint Solving for Automated Form Testing |
2020-10-19 | 詹昆宬 | Efficient Estimation of Word Representations in Vector Space |
2020-10-12 | 劉孝忠 | PitchNet: Unsupervised Singing Voice Conversion with Pitch Adversarial Network |
2020-10-12 | 王方顯 | TextExerciser: Feedback-driven Text Input Exercising for Android Applications |
2020-10-05 | 賴慈馮 | Practical Test Dependency Detection |
2020-10-05 | 許景程 | Paladin: Automated Generation of Reproducible Test Cases forAndroid Apps |
2020-09-21 | 陳冠穎 | Attention Is All You Need |
2020-09-08 | 蕭文全 | Time-travel Testing of Android Apps |
2020-09-01 | 古兆瑋 | Meta-Reinforcement Learning of Structured Exploration Strategies |
2020-08-25 | 黃俊凱 | DOMdiff: Identification and Classification of Inter-DOM Modifications |
2020-08-25 | 劉孝忠 | Unsupervised Singing Voice Conversion |
2020-08-18 | 許景程 | Accelerating Automated Android GUI Exploration with Widgets Grouping |
2020-08-04 | 蕭文全 | EHBDroid: Beyond GUI Testing for Android Applications |
2020-07-28 | 陳冠穎 | Curiosity-driven Exploration by Self-supervised Prediction |
2020-06-09 | 古兆瑋 | Representation Learning with Contrastive Predictive Coding |
2020-06-02 | 劉孝忠 | Generalized End-to-End Loss for Speaker Verification |
2020-06-02 | 黃俊凱 | Combinatorial-Based Event Sequences for Reduction of Android Test Suites |
2020-05-26 | 許景程 | TCM: Test Case Mutation to Improve Crash Detection in Android |
2020-05-19 | 蕭文全 | Reducing Combinatorics in GUI Testing of Android Applications |
2020-05-19 | 陳冠穎 | The StarCraft Multi-Agent Challenge |
2020-05-12 | 古兆瑋 | Deep Residual Learning for Image Recognition |
2020-05-05 | 劉孝忠 | Tacotron: Towards End-to-End Speech Synthesis |
2020-05-05 | 黃俊凱 | Test Oracles and Test Script Generation in Combinatorial Testing |
2020-04-14 | 許景程 | ParaAim: Testing Android Applications Parallel at Activity Granularity |
2020-04-07 | 陳巧宜 | A Model-Based Approach to Test Automation for Context-Aware Mobile Applications |
2020-04-07 | 唐振嚴 | Emergent Tool Use from Multi-Agent Interaction |
2020-04-07 | 陳巧宜 | A Test Case Design Method for Context Aware Android Applications |
2020-03-31 | 陳冠穎 | Playing Atari with Deep Reinforcement Learning |
2020-03-31 | 周士禾 | World of Bits: An Open-Domain Platform for Wesb-Based Agents |
2020-03-24 | 蕭文全 | A Reinforcement Learning Based Approach to Automated Testing of Android Applications |
2020-03-24 | 邱楹傑 | LEARNING TO NAVIGATE THE WEB |
2020-03-17 | 古兆瑋 | Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks |
2020-03-17 | 鄭鴻仁 | JMove: A novel heuristic and tool to detect move method refactoring opportunities |
2020-03-10 | 黃俊凱 | REMAP: Using Rule Mining and Multi-Objective Searchfor Dynamic Test Case Prioritization |
2020-03-10 | 林佳緯 | Neural Network Music Genre Classification |
2020-03-03 | 劉孝忠 | DReCon: Data-Driven responsive Control of Physics-Based Characters |
2020-03-03 | 陳郁欣 | CrawlDroid: Effective Model-based GUI Testing of Android Apps |
2020-01-17 | 許景程 | Monkey See, Monkey Do: Effective Generation of GUI Tests with Inferred Macro Events |
2020-01-17 | 林冠璋 | Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration |
2019-12-27 | 洪子軒 | Practical GUI Testing of Android Applications via Model Abstraction and Refinement |
2019-12-20 | 唐振嚴 | Learning to Drive in a Day |
2019-12-20 | 陳巧宜 | Static Window Transition Graphs for Android |
2019-12-13 | 周士禾 | Robot gains Social Intelligence through Multimodal Deep Reinforcement Learning |
2019-12-13 | 陳冠穎 | Towards supporting Software Engineering using Deep Learning: A case of Software Requirements Classification |
2019-11-29 | 古兆瑋 | Behavior Suite for Reinforcement Learning |
2019-12-06 | 蕭文全 | TestSage: Regression Test Selection for Large-scale Web Service Testing |
2019-12-06 | 邱楹傑 | ROACH: Online Apprentice Critic Focused Crawling via CSS Cues and Reinforcement |
2019-11-29 | 鄭鴻仁 | Accurate and Efficient Refactoring Detection in Commit History |
2019-11-22 | 黃俊凱 | Prioritizing Browser Environments for Web Application Test Execution |
2019-11-22 | 林佳緯 | Multi-Level and Multi-Scale Feature Aggregation Using Pretrained Convolutional Neural Networks for Music Auto-Tagging |
2019-11-15 | 陳郁欣 | AMOGA: A Static-Dynamic Model Generation Strategy for Mobile Apps Testing |
2019-11-15 | 劉孝忠 | Parallel WaveNet: Fast High-Fidelity Speech Synthesis |
2019-10-24 | 林冠璋 | A Distributional Perspective on Reinforcement Learning |
2019-10-24 | 許景程 | Property-Based Testing with External Test-Case Generators |
2019-09-26 | 洪子軒 | Automated Test Generation for Detection of Leaks in Android Application. |
2019-09-26 | 唐振嚴 | Optimizing deep learning trading bots using state-of-the-art techniques |
2019-09-19 | 周士禾 | Prioritized Experience Replay |
2019-09-19 | 鄭鴻仁 | Why We Refactor? Confessions of GitHub Contributors |
2019-09-12 | 陳巧宜 | Repairing Crashes in Android Apps |
2019-09-12 | 邱楹傑 | Proximal Policy Optimization Algorithms |
2019-09-04 | 林佳緯 | SAMPLE-LEVEL CNN ARCHITECTURES FOR MUSIC AUTO-TAGGING USING RAW WAVEFORMS |
2019-08-28 | 林冠璋 | Rainbow: Combining Improvements in Deep Reinforcement Learning |
2019-08-28 | 陳郁欣 | Guided, Stochastic Model-Based GUI Testing of Android Apps |
2019-08-22 | 洪子軒 | μDroid: An Energy-Aware Mutation Testing Framework for Android |
2019-08-22 | 唐振嚴 | Creating bitcoin trading bots dont lose money |
2019-08-14 | 陳巧宜 | Generating Reproducible and Replayable Bug Reports from Android Application Crashes |
2019-08-14 | 林佳緯 | Single Image Super-Resolution Using Deep CNN with Dense Skip Connections and Inception-ResNet |
2019-08-07 | 邱楹傑 | Deep Reinforcement Learning with Double Q-learning |
2019-08-07 | 陳郁欣 | Reinforcement Learning for Android GUI Testing |
2019-07-24 | 林冠璋 | RLlib: Abstractions for Distributed Reinforcement Learning |
2019-07-24 | 周士禾 | Comprehensible Context-driven Text Game Playing |
2019-07-10 | 洪子軒 | Testing Android Incoming Call |
2019-07-10 | 鄭鴻仁 | Domino Effect: Move More Methods Once A Method Is Moved |
2019-06-06 | 邱楹傑 | Generating Test Input with Deep Reinforcement Learning |
2019-06-06 | 陳巧宜 | Edroid: A Mutation Tool for Android Apps |
2019-05-30 | 唐振嚴 | Solving SpaceNet Road Detection Challenge With Deep Learning |
2019-05-30 | 周士禾 | Test Command Auto-Wait Mechanisms for Record and Playback-Style Web Application Testing |
2019-05-23 | 林佳緯 | Applying Hybrid Reward Architecture to a Fighting Game AI |
2019-05-23 | 鄭鴻仁 | Towards Feature Envy Design Flaw Detection at Block Level |
2019-05-16 | 林冠璋 | X-Diag: Automated Debugging Cross-Browser Issues in Web Applications |
2019-05-16 | 陳郁欣 | Is This the Lifecycle We Really Want? An Automated Black-Box Testing Approach for Android Activities |
2019-05-02 | 洪子軒 | Is Mutation Analysis Effective at Testing Android Apps |
2019-05-02 | 邱楹傑 | How High Will It Be? Using Machine Learning Models to Predict Branch Coverage in Automated Testing |
2019-04-25 | 周士禾 | Multiple Accounts Detection On Facebook Using Semi-supervised Learning On Graphs |
2019-04-25 | 陳巧宜 | Automatically Generating Test Scripts for GUI Testing |
2019-04-18 | 唐振嚴 | Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car |
2019-04-18 | 林佳緯 | Reinforcement Learning for Build-Order Production in StarCraft II |
2019-03-28 | 郭建陞 | A Neural Representation of Sketch Drawings |
2019-03-28 | 鄭鴻仁 | A Quality-oriented Approach to Recommend Move Method Refactorings |
2019-03-21 | 陳郁欣 | Research on automated testing framework for multi-platform mobile applications |
2019-03-21 | 李修豪 | Sketch-Guided GUI Test Generation for Mobile Applications |
2019-03-14 | 林冠璋 | The Research and Implementation of parallel web crawler in cluster |
2019-03-14 | 何威杭 | StarCraft II: A New Challenge for Reinforcement Learning |
2019-03-07 | 洪子軒 | Which Factor Impacts GUI Traversal-Based Test A Controlled Experiment on Android Applications |
2019-03-07 | 林亮勳 | A low-latency, real-time-capable singing voice detection method with LSTM recurrent neural networks |
2019-01-30 | 邱楹傑 | Barista: A Technique for Recording, Encoding, and Running Platform Independent Android Tests |
2019-01-30 | 洪紹晏 | Deep reward shaping from demonstrations |
2019-01-16 | 陳巧宜 | Evaluating Automated Software Verification Tools |
2019-01-16 | 陳日揚 | Recommending Move Method Refactorings using Dependency Sets |
2019-01-10 | 周士禾 | Unsupervised Learning using Pretrained CNN and Associative Memory Bank |
2019-01-10 | 林照晟 | A Systematic Literature Review in Cross-browser Testing |
2018-12-27 | 劉宸宗 | Exploration Scheduling for Replay Events in GUI Testing on Android Apps |
2018-12-27 | 唐振嚴 | End to End Learning for Self-Driving Cars |
2018-12-20 | 郭建陞 | Symbolic Music Genre Transfer with CycleGAN |
2018-12-20 | 林佳緯 | Human-like Autonomous Vehicle Speed Control by Deep Reinforcement Learning with Double Q-Learning |
2018-12-13 | 鄭鴻仁 | Deep Learning Based Feature Envy Detection |
2018-12-06 | 陳郁欣 | Automated model-based Android GUI testing using multi-level GUI comparison criteria |
2018-11-29 | 李修豪 | An XPath-based Approach to Reusing Test Scripts for Android Applications |
2018-11-29 | 陳巧宜 | Automated Accessibility Testing of Mobile Apps |
2018-11-22 | 何威杭 | Deep Recurrent Q-Learning for Partially Observable MDPs |
2018-11-22 | 林冠璋 | Using Semantic Similarity in Crawling-based Web Application Testing |
2018-11-01 | 林亮勳 | SampleCNN : End-to-End Deep Convolutional Neural Networks Using Very Small Filters for Music Classification |
2018-11-01 | 洪子軒 | Invasive Software Testing: Mutating Target Programs to Diversify Test Exploration for High Test Coverage |
2018-10-25 | 洪紹晏 | Convolutional Deep Q-learning for ETF Automated Trading System |
2018-10-25 | 邱楹傑 | Asynchronous Methods for Deep Reinforcement Learning |
2018-10-11 | 陳日揚 | c-JRefRec: Change-based identification of Move Method refactoring opportunities |
2018-10-11 | 周士禾 | Automated Mutation-Based Test Case Evaluation for Semantic Web Services |
2018-10-04 | 劉宸宗 | Crashscope: A practical tool for automated testing of android applications |
2018-10-04 | 林照晟 | Crawling AJAX by Inferring User Interface State Changes |
2018-09-27 | 何威杭 | Human-level control through deep reinforcement learning |
2018-09-27 | 郭建陞 | Generating musical expression of MIDI music with LSTM neural network |
2018-09-20 | 李修豪 | Automatic Android Application GUI Testing—A Random Walk Approach |
2018-09-05 | 洪紹晏 | The Application of Deep Reinforcement Learning on Dynamic Asset Allocation : A Case Study of U.S. ETFs |
2018-09-05 | 林亮勳 | RANDOMLY WEIGHTED CNNs FOR (MUSIC) AUDIO CLASSIFICATION |
2018-08-29 | 林照晟 | X-Check: A Novel Cross-Browser Testing Service Based on Record/Replay |
2018-08-29 | 陳日揚 | The Soot framework for Java program analysis: a retrospective |
2018-08-22 | 劉宸宗 | PATDroid: Permission-Aware GUI Testing of Android |
2018-08-15 | 郭建陞 | MIDI簡介 |
2018-08-08 | 何威杭 | Self-Paced Prioritized Curriculum Learning With Coverage Penalty in Deep Reinforcement Learning |
2018-08-08 | 李修豪 | ReTestDroid: Towards Safer Regression Test Selection for Android Application |
2018-08-01 | 洪紹晏 | Investment decision making by using fuzzy candlestick pattern and genetic algorithm |
2018-08-01 | 林亮勳 | Deep learning |
2018-07-18 | 陳日揚 | High-frequency Keywords to Predict Defects for Android Applications |
2018-07-18 | 劉宸宗 | DetReduce: Minimizing Android GUI Test Suites for Regression Testing |
2018-05-24 | 林照晟 | Towards an emulated IoT test environment for anomaly detection using NEMU |
2018-05-24 | 劉宸宗 | Automation of Android Applications Functional Testing Using Machine Learning Activities Classification |
2018-05-17 | 陳炳宏 | A Curriculum for Developing Serious Games for Children with Autism : A Success Story |
2018-05-17 | 郭建陞 | Teaching Machines to Read and Comprehend |
2018-05-03 | 陳柏峻 | Ten Years of JDeodorant: Lessons Learned from the Hunt for Smells |
2018-05-03 | 李修豪 | An Automated Model Based Testing Approach for Platform Games |
2018-04-19 | 陳肇陽 | CrashScope: A Practical Tool for Automated Testing of Android Applications |
2018-04-19 | 何威杭 | Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration |
2018-04-12 | 劉人傑 | Dynamic Routing Between Capsules |
2018-04-12 | 林亮勳 | Model-Based Testing IoT Communication via Active Automata Learning |
2018-03-29 | 蔡名億 | A method for selecting environments for software compatibility testing |
2018-03-29 | 洪紹晏 | Buy/Sell Signal Detection in Stock Trading with Bollinger Bands and Parabolic SAR with Web Application for Proofing Trading Strategy |
2018-03-22 | 林采嬑 | Automatic Android Application GUI Testing - A Random Walk Approach |
2018-03-22 | 陳日揚 | DeepXplore: Automated Whitebox Testing of Deep Learning Systems |
2018-03-15 | 劉至峻 | Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting |
2018-03-15 | 林照晟 | Using Petri Nets to Test Concurrent Behavior of Web Applications |
2018-03-08 | 蔡博凱 | An Event based Test Automation Framework for Android Mobiles |
2018-02-06 | 林政憲 | WEBDIFF: Automated Identification of Cross-browser Issues in Web Applications |
2018-02-06 | 劉宸宗 | A GUI Crawling-based technique for Android Mobile Application Testing |
2018-01-30 | 陳炳宏 | JavaScript Is Not the Language You Think It Is |
2018-01-30 | 張偉哲 | Seamless Test Environment for Distributed Embedded Wireless Networks |
2018-01-23 | 郭建陞 | Image-to-Image Translation with Conditional Adversarial Networks |
2018-01-23 | 陳柏峻 | How Do Developers Select and Prioritize Code Smells? A Preliminary Study |
2018-01-16 | 李修豪 | Facial Emotion Detection Using Convolutional Neural Networks and Representational Autoencoder Units |
2018-01-16 | 陳肇陽 | AIMDROID: Activity-Insulated Multi-level Automated Testing for Android Applications |
2018-01-09 | 何威杭 | Automatic Text Input Generation for Mobile Testing |
2018-01-09 | 劉人傑 | Learning from Simulated and Unsupervised Images through Adversarial Training |
2017-12-26 | 林亮勳 | Analysis and Testing of Notifications in Android Wear Applications |
2017-12-26 | 蔡名億 | A Test-driven Approach for Life Cycle Management of Internet of Things enabled Services |
2017-12-19 | 林采嬑 | Automatic and Scalable Fault Detection for Mobile Applications |
2017-12-19 | 洪紹晏 | Detecting Faults in Technical Indicator Computationsfor Financial Market Analysis |
2017-12-12 | 陳日揚 | JavaScript: The (Un)covered Parts |
2017-12-12 | 劉至峻 | Mastering the game of Go without human knowledge |
2017-12-05 | 林照晟 | WebGuardia – An Integrated Penetration Testing System to Detect Web Application Vulnerabilities |
2017-12-05 | 蔡博凱 | Android Permission Re-Delegation Detection and Test Case Generation |
2017-11-28 | 林政憲 | Using Semantic Similarity in Crawling-based Web Application Testing |
2017-11-28 | 劉宸宗 | JDeodorant: Identification and Removal of Type-Checking Bad Smells |
2017-11-21 | 陳炳宏 | Using Image Recognition for Testing Hand-drawn Graphic User Interfaces |
2017-11-21 | 張偉哲 | IoT : Source of Test Challenges & The Challenges of Testing in a Non-Deterministic World. |
2017-11-14 | 劉至峻 | GTC TAIWAN 2017 |
2017-11-14 | 陳柏峻 | Systematic Exhortation of Code Smell Detection Using JSmell for Java Source Code |
2017-10-31 | 林采嬑 | Xdroid: Testing Android Apps With Dependency Injection |
2017-10-31 | 陳肇陽 | Automated Test Input Generation for Android : Are We Really There Yet in an Industrial Case? |
2017-10-24 | 蔡博凱 | CovDroid: A Black-Box Testing Coverage System for Android |
2017-10-24 | 劉人傑 | Deep Learning for Siri’s Voice: On-device Deep Mixture Density Networks for Hybrid Unit Selection Synthesis |
2017-10-17 | 林政憲 | 雲端測試平台之 Android 應用程式崩潰測試工具 An Android App Crash Testing Tool for Cloud Testing Platform |
2017-10-17 | 蔡名億 | 偵測重複 KDTKDT 測試腳本之方法 An Approach for Detecting Duplicated KDT Scripts |
2017-09-26 | 林政憲 | Searching for Behavioural Bugs with Stateful Test Oracles in Web Crawlers |
2017-09-26 | 陳炳宏 | Research of Test Platform on Computer Games with Distributed System |
2017-09-18 | 陳柏峻 | Automated Detection Of Code Smells Caused By Null Checking Conditions In Java Programs |
2017-09-18 | 張偉哲 | How to Test IoT-based Services before Deploying them into Real World |
2017-08-29 | 劉至峻 | A COMPARISON OF DEEP LEARNING METHODS FOR ENVIRONMENTAL SOUND DETECTION |
2017-08-29 | 劉人傑 | Deep ranking- Triplet MatchNet for music metric learning |
2017-08-22 | 蔡名億 | Data Exfiltration From Internet of Things Devices:iOS Devices as Case Studies |
2017-08-15 | 林采嬑 | Sapienz: Multi-objective Automated Testing for Android Applications |
2017-08-08 | 陳肇陽 | Automated Test Input Generation for Android : Are We There Yet? |
2017-08-08 | 蔡博凱 | DroidBot: A Lightweight UI-Guided Test InputGenerator for Android |
2017-08-01 | 林政憲 | High-Coverage Testing of Navigation Models in Android Applications |
2017-07-04 | 陳柏峻 | 支援程式作業壞味道偵測與批改之工具 |
2017-07-04 | 張偉哲 | Coupling Analysis and Visualization of KDT Scripts |
2017-07-04 | 劉至峻 | 以漸增式使用者指引增加爬蟲器之網頁覆蓋率 |
2017-06-29 | 秦永昭 | 雲端測試平台之測試覆蓋率工具設計與實作 The design and implementation of a test coverage tool for cloud testing platform |
2017-06-29 | 陳又樫 | 雲端測試平台之Android 應用程式崩潰測試工具 An Android App Crash Testing Tool for Cloud Testing Platform |
2017-06-28 | 李宗哲 | Detecting Android Application Anomalies Based on Test Case Generation from a Crawler. |
2017-06-22 | 孫季加 | An Incremental and Interactive Web Crawler Supporting Code Coverage Measurement |
2017-06-22 | 黃靖文 | An Incremental and Interactive Android App Crawler |
2017-06-15 | 廖振諺 | An Approach for Detecting Duplicated KDT Scripts |
2017-06-15 | 何書杭 | A Framework Supporting the Comparison of Android Crawling Algorithms |
2017-06-08 | 李柏鋐 | A Feature Envy Detection Approach Based on Data Flow Analysis |
2017-06-08 | 黃泓鳴 | Singing Voice Detection Based on Deep Learning Algorithm |
2017-05-25 | 劉至峻 | A Strategy for Efficient Crawling of Rich Internet Applications |
2017-05-11 | 陳肇陽 | Generating Test Cases to Expose Concurrency Bugs in Android Applications |
2017-05-11 | 劉人傑 | Class Coverage GUI Testing for Android Applications |
2017-05-04 | 孫季加 | APOGEN: Automatic Page Object Generator for Web Testing |
2017-04-27 | 林采嬑 | Testing Android Apps via Guided Gesture Event Generation |
2017-04-13 | 黃靖文 | Guided GUI Testing of Android Apps with Minimal Restart and Approximate Learning |
2017-04-13 | 陳柏峻 | FSMdroid: Guided GUI Testing of Android Apps |
2017-03-30 | 蔡名億 | Software Capability Rating using System Testing |
2017-03-30 | 陳又樫 | Automatically Discovering, Reporting and Reproducing Android Application Crashes |
2017-03-23 | 秦永昭 | ARTIST The Android Runtime Instrumentation Toolkit |
2017-03-16 | 蔡博凱 | GramFuzz: Fuzzing Testing of Web Browsers Based on Grammar Analysis and Structural Mutation |
2017-03-09 | 林政憲 | Retrofitting Automatic Testing Through Library Tests Reusing |
2017-03-09 | 李宗哲 | Automated GUI Testing for Android Application |
2017-03-02 | 黃泓鳴 | Software Debugging Patterns for Novice Programmers |
2017-02-16 | 廖振諺 | Bad Smells and Refactoring Methods for GUI Test Scripts |
2017-02-16 | 張偉哲 | Reducing Web Test Cases Aging by means of Robust XPath Locators |
2017-02-09 | 李柏鋐 | An approach to prioritize code smells for refactoring |
2017-02-09 | 黃映瑞 | Action-Conditional Video Prediction using Deep Networks in Atari Games |
2017-01-05 | 孫季加 | jÄk: Using Dynamic Analysis to Crawl and Test Modern Web Application |
2016-12-22 | 黃靖文 | Using Model Checking to Generate Test Cases for Android |
2016-12-15 | 陳又樫 | A Recursive Crawler Algorithm to Detect Crash in Android Application |
2016-12-08 | 秦永昭 | Testing for poor responsiveness in android applications |
2016-03-02 | 黃泓鳴 | Software Debugging Patterns for Novice Programmers |
2016-02-16 | 張偉哲 | Reducing Web Test Cases Aging by means of Robust XPath Locators |
2016-02-09 | 黃映瑞 | Action-Conditional Video Prediction using Deep Networks in Atari Games |
2016-02-09 | 李柏鋐 | An approach to prioritize code smells for refactoring |
2016-01-19 | 何書杭 | Model-based Testing of Mobile Systems – An Empirical Study on QuizUp Android App |
2016-01-19 | 陳炳宏 | Facilitating Monkey Test by Detecting Operable Regions in Rendered GUI of Mobile Game Apps |
2016-01-05 | 孫季加 | jÄk: Using Dynamic Analysis to Crawl and Test Modern Web Application |
2016-12-22 | 黃靖文 | Using Model Checking to Generate Test Cases for Android |
2016-12-08 | 秦永昭 | Testing for poor responsiveness in android applications |
2016-12-08 | 陳又樫 | A Recursive Crawler Algorithm to Detect Crash in Android Application |
2016-11-24 | 黃泓鳴 | CAPTCHA Recognition with Active Deep Learning |
2016-11-17 | 李宗哲 | PAT: A Parallel GUI Testing Framework for Android Applications |
2016-11-03 | 黃映瑞 | A Conceptual Framework for the Comparison of Fully Automated GUI Testing Techniques. |
2016-11-03 | 李柏鋐 | Comparing and experimenting machine learning techniques for code smell detection. |
2016-10-13 | 廖振諺 | Comparison and evaluation of code clone detection techniques and tools A qualitative approach (Part II) |
2016-10-13 | 陳炳宏 | Why is unit-testing in computer games difficult? |
2016-10-06 | 陳又樫 | An Automated Testing Platform for Mobile Applications |
2016-10-06 | 孫季加 | Leveraging Existing Tests in Automated Test Generation for Web Applications |
2016-09-29 | 黃泓鳴 | WAVENET: A GENERATIVE MODEL FOR RAW AUDIO |
2016-09-22 | 黃靖文 | Towards Black Box Testing of Android Apps |
2016-09-22 | 廖振諺 | Comparison and evaluation of code clone detection techniques and tools A qualitative approach |
2016-09-07 | 李宗哲 | A Combined Technique of GUI Ripping and Input Perturbation Testing for Android Apps |
2016-08-24 | 李柏鋐 | Identification of Move Method Refactoring |
2016-08-24 | 秦永昭 | Testing location-based function services for mobile applications |
2016-07-27 | 陳炳宏 | Monkey Gamer: Automatic Profiling of Android Games |
2016-08-03 | 陳祐翎 | Confidentiality and Privacy Information Security Risk Assessment for Android-Based Mobile Devices |
2016-08-10 | 黃映瑞 | Mining Android App Usages for Generating Actionable GUI-based Execution Scenarios |
2016-08-03 | 何書杭 | Direct-dependency-based software compatibility testing |
2016-07-27 | 陳炳宏 | Monkey Gamer: Automatic Profiling of Android Games |
2016-07-27 | 孫季加 | Guided Mutation Testing for JavaScript Web Applications |
2016-07-20 | 陳又樫 | AppACTS: Mobile App Automated Compatibility Testing Service |
2016-07-14 | 黃靖文 | EasiCrawl: A Sleep-aware Schedule Method for Crawling IoT Sensors |
2016-07-14 | 廖振諺 | Utilization of Method Graphs to Measure Cohesion in Object Oriented Software |
2016-05-19 | 黃泓鳴 | Code Coverage of Adaptive Random Testing |
2016-05-19 | 李宗哲 | A Context-aware Approach for Dynamic GUI Testing of Android Application |
2016-04-28 | 黃映瑞 | Automated Test Input Generation for Android: Are We There Yet? |
2016-04-28 | 秦永昭 | The iMPAcT Tool: Testing UI Patterns on Mobile Applications |
2016-03-31 | 林容榆 | Mobile Compatibility Testing Using Multi-objective Genetic Algorithm |
2016-03-31 | 何書杭 | Automatic Android GUI Traversal with High Coverage |
2016-03-24 | 鄭荃樺 | Evaluation of Web Vulnerability Scanners |
2016-03-24 | 陳又樫 | Pattern Based GUI testing for Mobile Applications |
2016-03-17 | 林容榆 | Compatibility Testing service for Mobile application |
2016-03-10 | 蔡泳誠 | Effectiveness of Multi-device Testing Mobile Applications |
2016-03-10 | 孫季加 | Automated Generation of Oracles for Testing User-interaction features of Mobile Apps |
2016-02-17 | 周世邦 | Automated Mobile Testing as a Service (AM-TaaS) |
2016-02-17 | 廖振諺 | A STUDY ON THE SOFTWARE TEST CASE REUSE MODEL OF FEATURE ORIENTED |
2016-02-02 | 黃靖文 | A Reusable Acceptance Testing Architecture For MicroService In BDD |
2016-01-20 | 黃泓鳴 | A design goal and design pattern based approach for development of game engines for mobile platforms |
2016-01-14 | 李宗哲 | The Research and Implementation of Automatic Unit Test Recording Framework |
2016-01-14 | 歐陽騰 | PATS: A Parallel GUI Testing Framework for Android Applications |
2015-12-31 | 秦永昭 | Online Game Testing Using Scenario-based Control of Massive Virtual Users |
2015-12-31 | 陳科銘 | Dynamic Test Input Generation for Web Applications |
2015-12-24 | 李柏鋐 | Model-based Conformance Testing for Android |
2015-12-17 | 何書杭 | OO design in mobile GUI testing |
2015-12-10 | 陳祐翎 | MDoctor: A Mobile Malware Prognosis Application |
2015-12-10 | 古健樺 | Automated Compatibility Testing Method for Software Logic by Using Symbolic Execution |
2015-11-26 | 林容榆 | Mobile Capture forWearable Computer Usability Testing |
2015-11-05 | 陳炳宏 | Research on the Design of Test Strategy for WebGame |
2015-11-05 | 周世邦 | Compatibility Testing Service for Mobile Applications |
2015-10-29 | 鄭荃樺 | CRAXweb: Automatic web application testing and attack generation |
2015-10-15 | 蔡泳誠 | On the Accuracy, Efficiency, and Reusability of Automated Test Oracles for Android Devices |
2015-10-15 | 周世邦 | Mobile Testing-As-A-Service (MTaaS)– Infrastructures, Issues, Solutions and Needs |
2015-10-08 | 楊凱霖 | JDeodorant: Identification and Rem oval of Type-Checking Bad Smells |
2015-10-08 | 歐陽騰 | Considering Context Events in Event-Based Testing of Mobile Application |
2015-09-24 | 陳科銘 | Crawl-Based Analysis of Web Applications: Prospects and Challenges |
2015-09-24 | 陳祐翎 | Attack Tree Based Android Malware Detecion with Hybrid Analysis |
2015-09-17 | 陳炳宏 | A New Design Based Software Coupling Metric |
2015-09-17 | 陳祐翎 | Attack Tree Based Android Malware Detecion with Hybrid Analysis |
2015-09-03 | 古健樺 | MobiGUITAR: Automated Model-Based Testing of Mobile Apps |
2015-08-27 | 鄭荃樺 | Research and Design on Web Application Vulnerability Scanning Service |
2015-08-27 | 周世邦 | Mobile Functional Test on TaaS Environment |
2015-08-20 | 蔡泳誠 | On the Accuracy, Efficiency, and Reusability of Automated Test Oracles for Android Devices |
2015-08-13 | 林容榆 | Introduction of Wearable |
2015-08-06 | 楊凱霖 | Feature Envy Factor |
2015-07-30 | 歐陽騰 | A GUI Crawling-based technique for Android Mobile Application Testing |
2015-07-23 | 陳科銘 | Exposing the Hidden-Web |
2015-07-23 | 歐陽騰 | Generating test cases for Q-learning algorithm |
2015-07-16 | 陳祐翎 | Securiy Testing for Android mHealth Apps |
2015-07-02 | 古健樺 | JSEFT: Automated JavaScript Unit Test Generation |
2015-07-02 | 鄭荃樺 | Regression Testing Ajax Applications:Coping with Dynamism |
2015-05-21 | 楊凱霖 | Clone Detection in Source Code by Frequent Itemset Techiques |
2015-05-21 | 林容榆 | Testing of Wearable Monitors in a Real-World Hospital Environment. What Lessons Can Be Learnt? |
2015-04-02 | 陳炳宏 | Research on the definition and model of software testing quality |
2015-03-26 | 古健樺 | Design and development of a user interface to customize web testing scenarios |
2015-03-26 | 林承甫 | Type Analysis for JavaScript |
2015-03-19 | 鄭荃樺 | Mobile Malware Security Challeges and Cloud-Based Detection |
2015-03-19 | 黃睿哲 | SmartDroid: an Automatic System for Revealing UI-based Trigger Conditions in Android Applications |
2015-03-12 | 蔡泳誠 | Security Threats in Cloud Computing |
2015-03-12 | 陳季宣 | Android Input Events |
2015-03-05 | 楊凱霖 | Duplicate code detection using anti-unification |
2015-02-12 | 林容榆 | Smartphone-Centred Wearable Sensors Network for Monitoring Patients with Bipolar Disorder |
2015-01-29 | 朱宏文 | Mobile Load Testing Challenges |
2015-01-29 | 周世邦 | Comparing Openstack and VMware |
2015-01-22 | 舒一斌 | Selective Just-in-Time Compilation for Client-side Mobile JavaScript Engine |
2015-01-22 | 歐陽騰 | An Amulet for Trustworthy Wearable mHealth |
2015-01-15 | 徐嘉陞 | An HTML5 Game Framework Supporting Automatic Game Testing |
2015-01-15 | 陳祐翎 | Security Testing in Android Networks - A Practical Case Study |
2014-12-25 | 陳炳宏 | A keyword-driven tool for testing Web applications (KeyDriver) |
2014-12-18 | 古健樺 | Crushinator: A Framework towards Game-Independent Testing |
2014-12-18 | 崔宏康 | Activity Page based Functional Test Automation for Android Application |
2014-12-04 | 鄭荃樺 | About Penetration Testing |
2014-12-04 | 林承甫 | Crawling AJAX by Inferring User Interface State Changes |
2014-11-27 | 蔡泳誠 | Study of Methodology of Testing Mobile Games based on TTCN-3 |
2014-11-20 | 楊凱霖 | PBGT tool: an integrated modeling and testing environment for pattern-based GUI testing |
2014-11-06 | 黃睿哲 | Automating GUI Testing for Android Applications |
2014-10-30 | 陳科銘 | Accelerated test execution using GPUs |
2014-10-30 | 陳季宣 | CRAXDroid: Automatic Android System Testing by Selective Symbolic Execution |
2014-10-16 | 陳炳宏 | Resilient User Interface Level Tests |
2014-10-16 | 陳季宣 | CRAXDroid: Automatic Android System Testing by Selective Symbolic Execution |
2014-10-09 | 朱宏文 | Scenario-Based Approach for Blackbox Load Testing of Online Game Servers |
2014-10-02 | 舒一斌 | A Scalable Architecture for the HTML5 X3D Integration Model X3DOM |
2014-09-25 | 徐嘉陞 | What do game developers test in their products? |
2014-09-25 | 陳祐翎 | A Whitebox Approach for Automated Security Testing of Android Applications on the Cloud |
2014-09-04 | 陳炳宏 | Microscopic Coupling Metrics for Refactoring |
2014-08-28 | 朱宏文 | Performance Testing Web Applications on the Cloud |
2014-08-21 | 舒一斌 | HTML5 and WebSockets; challenges in network 3D collaboration |
2014-08-21 | 林承甫 | Modeling the Navigation Behavior of Dynamic Web Applications |
2014-08-14 | 徐嘉陞 | A framework for automated testing of javascript web applications |
2014-08-07 | 黃睿哲 | Automatic Android GUI Traversal with High Coverage |
只要你能夠完成POSD課程的第一次作業就有機會成為我們實驗室的一員囉!
我們共有兩間實驗室,分別在宏裕科技大樓 14 樓的 1421 以及 16 樓的 1623,如果想要來跟學長姐聊聊天,我們都很歡迎的!
你可以先看這份面談時使用的 投影片 並觀看下列Demo影片來了解最近幾屆學長姐所做的研究題目,如果有任何問題,歡迎在面談時提問。
碩士論文內容必須理論與實務並重,且至少撰寫一篇國內(外)研討會論文(通常為台灣軟體工程研討會)。