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start [2024/12/28 01:41] htlinstart [2025/03/06 08:48] (current) htlin
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   * 056. Yu-Ying Chou (2018.09--; co-advise with Dr. Tyng-Luh Liu at IIS Sinica)   * 056. Yu-Ying Chou (2018.09--; co-advise with Dr. Tyng-Luh Liu at IIS Sinica)
-  * 041. Si-An Chen (2020.09--; Attentive 2019.06--2020.08; Assistant 2016.07--2018.06; Active 2014.12--2016.06); M.S. Thesis: Improving Deep Reinforcement Learning with Uncertainty-Based Interaction with Experts (co-advise with Prof. Masashi Sugiyama at University of Tokyo; 2018 TAAI Best Thesis Award; related publications in MLJ: ECML journal track) 
   * 066. Po-Yi Lu (2021.01--)   * 066. Po-Yi Lu (2021.01--)
   * 072. Mai Tan Ha (2021.10--)   * 072. Mai Tan Ha (2021.10--)
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   * 087. Chieh-Ying Hsieh (2024.04--)   * 087. Chieh-Ying Hsieh (2024.04--)
   * 088. Ching-Hsin Liao (2024.04--)   * 088. Ching-Hsin Liao (2024.04--)
 +  * TBA. Kuei-Chung Chen (TBA--)
 +  * TBA. Cheng-Han Hsieh (TBA--)
  
 **Active Learners (a.k.a. undergraduate students or younger) ** **Active Learners (a.k.a. undergraduate students or younger) **
  
-  * 073. Kuo-Ming Huang (2022.02--) 
-  * 076. Nai-Xuan Ye (2022.10--) 
   * 077. Huai-Yuan Kuo (2022.10--)   * 077. Huai-Yuan Kuo (2022.10--)
   * 081. Hung-Chieh Fang (2023.01--)   * 081. Hung-Chieh Fang (2023.01--)
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   * 092. Yu-Wei Kuan (2024.09--)   * 092. Yu-Wei Kuan (2024.09--)
   * 093. Jui-Chao Lu (2024.11--)   * 093. Jui-Chao Lu (2024.11--)
 +  * 094. Jhe-An Ching (2025.03--)
 +  * 095. Huan-Chun Chiu (2025.03--)
 +  * 096. Ting-Wei Chuang (2025.03--)
 +  * 097. Kuan-Yi Lee (2025.03--)
 +  * 098. Han-Hwa Shih (2025.03--)
  
 **Attentive Learners (a.k.a. research assistants) ** **Attentive Learners (a.k.a. research assistants) **
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   * 019. [[https://www.linkedin.com/in/chang-ya-hsuan-0a5031109/|Ya-Hsuan Chang]] (Active 2010.06--2011.06; Assistant 2011.07--2013.07; now in Bridgewell); M.S. Thesis: Study on Contextual Bandit Problem with Multiple Actions (related publications in TAAI)   * 019. [[https://www.linkedin.com/in/chang-ya-hsuan-0a5031109/|Ya-Hsuan Chang]] (Active 2010.06--2011.06; Assistant 2011.07--2013.07; now in Bridgewell); M.S. Thesis: Study on Contextual Bandit Problem with Multiple Actions (related publications in TAAI)
   * 020. [[https://www.linkedin.com/in/chun-yen-ho-99658b6a/|Chun-Yen Ho]] (Active 2010.07--2012.06; Assistant 2012.07--2014.06; now in Google); M.S. Thesis: Contract Bridge Bidding by Learning (related publications in Workshop on Computer Poker and Imperfect Information @ AAAI)   * 020. [[https://www.linkedin.com/in/chun-yen-ho-99658b6a/|Chun-Yen Ho]] (Active 2010.07--2012.06; Assistant 2012.07--2014.06; now in Google); M.S. Thesis: Contract Bridge Bidding by Learning (related publications in Workshop on Computer Poker and Imperfect Information @ AAAI)
-  * 021. [[http://www.cs.cmu.edu/~chunlial|Dr. Chun-Liang Li]] (Active 2011.01--2012.06; Assistant 2012.07--2013.07; joint RA with Academia Sinica 2013.08--2014.07; Ph.D. from CMU; now in Google); M.S. Thesis: Condensed Filter Tree For Cost Sensitive Multi-Label Classification (2013 TAAI Best Thesis Award; related publications in ICML)+  * 021. [[http://www.cs.cmu.edu/~chunlial|Dr. Chun-Liang Li]] (Active 2011.01--2012.06; Assistant 2012.07--2013.07; joint RA with Academia Sinica 2013.08--2014.07; Ph.D. from CMU; now in Apple/University of Washington); M.S. Thesis: Condensed Filter Tree For Cost Sensitive Multi-Label Classification (2013 TAAI Best Thesis Award; related publications in ICML)
   * 022. Yi-Wen Huang (Active 2011.06--2012.06; Assistant 2012.07--2012.09)   * 022. Yi-Wen Huang (Active 2011.06--2012.06; Assistant 2012.07--2012.09)
   * 023. Han-Jay Yang (Active 2012.02--2012.06; Assistant 2012.07--2014.06; now in Google); M.S. Thesis: A Practical Divide-and-Conquer Approach for Preference-Based Learning to Rank (related publications as Best Paper Award of TAAI 2015)   * 023. Han-Jay Yang (Active 2012.02--2012.06; Assistant 2012.07--2014.06; now in Google); M.S. Thesis: A Practical Divide-and-Conquer Approach for Preference-Based Learning to Rank (related publications as Best Paper Award of TAAI 2015)
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   * 039. Chin-Huang Lin (Active 2014.07--2017.06)     * 039. Chin-Huang Lin (Active 2014.07--2017.06)  
   * 040. [[https://www.linkedin.com/in/tungen-wu-6116672a/|Tung-En Wu]] (Attentive 2014.10--2016.04)   * 040. [[https://www.linkedin.com/in/tungen-wu-6116672a/|Tung-En Wu]] (Attentive 2014.10--2016.04)
 +  * 041. Si-An Chen (Associate 2020.09--2024.10; Attentive 2019.06--2020.08; Assistant 2016.07--2018.06; Active 2014.12--2016.06); Ph.D. Thesis: Effective Utilization of Auxiliary Information Over Attention-Based Models; related publications in TMLR and NeurIPS; M.S. Thesis: Improving Deep Reinforcement Learning with Uncertainty-Based Interaction with Experts (co-advise with Prof. Masashi Sugiyama at University of Tokyo; 2018 TAAI Best Thesis Award; related publications in MLJ: ECML journal track; now in Google)
   * 042. [[https://chihkuanyeh.github.io/|Dr. Chih-Kuan Yeh]] (Active 2015.04--2016.07; Ph.D. from CMU; now in Google)   * 042. [[https://chihkuanyeh.github.io/|Dr. Chih-Kuan Yeh]] (Active 2015.04--2016.07; Ph.D. from CMU; now in Google)
   * 043. [[https://www.linkedin.com/in/hsien-chun-chiu/|Hsien-Chun Chiu]] (Assistant 2015.07--2017.10; Active 2014.12--2015.06; now in Google); M.S. Thesis: Multi-label Classification with Feature-aware Cost-sensitive Label Embedding (related publications in TAAI)   * 043. [[https://www.linkedin.com/in/hsien-chun-chiu/|Hsien-Chun Chiu]] (Assistant 2015.07--2017.10; Active 2014.12--2015.06; now in Google); M.S. Thesis: Multi-label Classification with Feature-aware Cost-sensitive Label Embedding (related publications in TAAI)
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   * 070. Ming-Hsin Chen (Active 2021.07--2023.09; now in Google)    * 070. Ming-Hsin Chen (Active 2021.07--2023.09; now in Google) 
   * 071. Feng-Yi Wang (Active 2021.09--2022.09)   * 071. Feng-Yi Wang (Active 2021.09--2022.09)
 +  * 073. Kuo-Ming Huang (2022.02--2025.02)
   * 074. Cheng-Ying Chang (Active 2022.02--2024.01)   * 074. Cheng-Ying Chang (Active 2022.02--2024.01)
   * 075. Hsiu-Hsuan Wang (Active 2022.10--2024.03)   * 075. Hsiu-Hsuan Wang (Active 2022.10--2024.03)
 +  * 076. Nai-Xuan Ye (Active 2022.10--2024.12)
   * 080. Yu-Wen Pao (2023.01--2024.07)   * 080. Yu-Wen Pao (2023.01--2024.07)
   * 082. Abdullah Yusuf Kavranoğlu (Attentive 2023.05--2023.06; visited from Caltech)   * 082. Abdullah Yusuf Kavranoğlu (Attentive 2023.05--2023.06; visited from Caltech)
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   * [[public:YouTube recording link.]]   * [[public:YouTube recording link.]]
   * [[https://www.csie.ntu.edu.tw/~htlin/talk/doc/cllab.ntu15.handout.pdf|RIGHT-O: Core Principles of CLLab]]   * [[https://www.csie.ntu.edu.tw/~htlin/talk/doc/cllab.ntu15.handout.pdf|RIGHT-O: Core Principles of CLLab]]
-  * [[https://www.csie.ntu.edu.tw/~htlin/talk/doc/lfbd.datasci15.handout.pdf|Learning for Big Data]] 
  
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