Yifan Zhang

I am Yifan Zhang (张 艺凡). I am currently a ph.D. student at SoC, National University of Singapore, supervised by Prof. Jin Song Dong and co-supervised by Prof. Yun Lin . My research interests include Explainable Artificial Intelligence, data visualization and Human-Computer Interaction.

News

• 📢 [New!] [2023-09-22]

  Our work "On-the-Fly Adapting Code Summarization on Trainable Cost-Effective Language Models" has been accepted by NeurIPS'23!

• [2023-07-28] Our work "DeepDebugger: An Interactive Time-Travelling Debugging Approach for Deep Classifiers." has been accepted by FSE'23!

• [2023-05-08] Our work "Knowledge Expansion and Counterfactual Interaction for Reference-Based Phishing Detection" has been accepted by USENIX Security'23!

• [2022-11-28] We won the first prize in the Research Prototype Competition in ChinaSoft with "Deep Classifier Oriented Interactive Debugger".

• [2022-07-21] Our work "RegMiner: Mining Replicable Regression Dataset from Code Repositories" has been accepted by FSE'22 (demo track)!

Publications

• Yufan Cai, Yun Lin, Chenyan Liu, Jinglian Wu, Yifan Zhang, Yiming Liu, Yeyun Gong, and Jin Song Dong.
  On-the-Fly Adapting Code Summarization on Trainable Cost-Effective Language Models. NeurIPS'23
  
  
• Xianglin Yang, Yun Lin, Yifan Zhang, Linpeng Huang, Jin Song Dong and Hong Mei.
  DeepDebugger: An Interactive Time-Travelling Debugging Approach for Deep Classifiers. FSE'23
  
  
• Ruofan Liu, Yun Lin, Yifan Zhang, Penn Han Lee, and Jin Song Dong.
  Knowledge Expansion and Counterfactual Interaction for Reference-Based Phishing Detection. USENIX'23
  
  
• Xuezhi Song, Yun Lin, Yijian Wu, Yifan Zhang, Xin Peng, Jin Song Dong, and Hong Mei.
  RegMiner: Mining Replicable Regression Dataset from Code Repositories. FSE'22(demo track)
  
  

Work Experience

• Research Assistant | @ National University of Singapore | 🇸🇬 Singapore, Aug. 2022- now

• Software Engineer | @ Glodon Technology Co., Ltd | 🇨🇳 Beijing | Shanghai, Jun. 2020 - Jun.2022

• Software Engineer (intern) | @ Shanghai TouchPal Information Technology Co., Ltd. | 🇨🇳 Shanghai, Mar. 2019- Aug.2019

AWARDS

• First prize in Research Prototype Competition in ChinaSoft with "Deep Classifier Oriented Interactive Debugger".
• Top-performing Employee - Glodon Company Limited. Sep 2021 - Dec 2021
• Full Scholarship(Most outstanding master student) - - Donghua University. 2018 - 2020

Talks

• RegMiner: Mining Replicable Regression Dataset from Code Repositories. FSE 2022, Singapore