Contact
Email: lliu@eecs.yorku.ca
LinkedIn: Jeremy (Lei) Liu
Address: 4700 Keele Street, Toronto, Ontario M3J 1P3
Jeremy (Lei) Liu
I am a 4th-year Ph.D. student in the Department of Electrical Engineering and Computer Science, York University, in Toronto, Canada. Prior to that, I completed my Master's Degree in Computer Science from the School of Computer Science, Central China Normal University (CCNU) in Wuhan, China. My research interests lie primarily in the intersection of natural language processing and machine learning with a focus on open-domain dialogue systems.
What's News
February 2024: Accepted invitation to serve as PC member for KDD 2024 (ADS Track).
January 2024: Accepted invitation to serve as PC member for SIGIR 2024 (Short paper track).
Dec 2023: Accepted invitation to serve as PC member for SIGIR 2024 (Full & Demo paper tracks).
August 2023: Accepted invitation to serve as PC member for EMNLP 2023 Industry Track.
August 2023: I am honoured to receive the Academic Excellence Fund!
June 2023: Accepted invitation to serve as PC member for EMNLP 2023.
May 2023: I am honoured to receive the SIGIR Student Travel Award!
April 2023: One paper accepted to ACM SIGIR 2023!
February 2023: Accepted invitation to serve as PC member for KDD 2023 (ADS Track).
January 2023: Elected to be Graduate Representative for Student & Postdoc Advisory Committee (SPAC), Computer Science Canada (CS-CAN | INFO-CAN).
January 2023: Accepted invitation to serve as PC member for ACL 2023 (Long & Short paper tracks)!
January 2023: Accepted invitation to serve as PC member for SIGIR 2023 (Demo paper track).
December 2022: Accepted invitation to serve as PC member for SIGIR 2023 (Full & Short paper tracks).
November 2022: Served as a volunteer of IEEE/WIC/ACM WI-IAT '22 held at Niagara Falls, Canada.
October 2022: One paper accepted to the Machine Intelligence Research journal!
January 2022: Accepted invitation to serve as PC member for SIGIR 2022 (Short paper track).
December 2021: Accepted invitation to serve as PC member for SIGIR 2022 (Full & Demo paper tracks).
September 2021: Elected to sit on CUPE 3903 Ways & Means Fund Committee.
August 2021: Elected to be the CUPE 3903 EECS Department Steward.
August 2021: Elected to be Executive Committee of EECS-GSA at York University.
April 2021: Started my research intern at CoAI group, Tsinghua University.
February 2021: Accepted invitation to serve as a PC member for SIGIR 2021 (Demo paper track).
June 2020: Accepted invitation to serve as Volunteer Leader of ACM SIGIR 2020.
March 2020: Accepted invitation to serve as a PC member for SIGIR 2020 (Demo paper track).
October 2019: Accepted invitation to serve as Web Master for ACM SIGIR 2020.
September 2019: Started my journey at York University as a fully-funded Ph.D. student.
May 2019: Accepted Offer of Admission to the Ph.D. Program of EECS @York University, Canada!
Oct 2018: One paper accepted to IEEE BIBM 2018!
Education
York University Toronto, Canada
Ph.D. in Electrical Engineering & Computer Science Sept. 2019 to present
Central China Normal University Wuhan, China
M.Sc. in Computer Science Sept. 2016 to June 2019
Internships
Tsinghua University Beijing, China
Research internship @ the CoAI group (Mentor: Prof. Minlie Huang) April 2021 to Sept. 2021
Selected Publications
Open-domain Dialogue Generation for Chatbots (Research Topic for Ph.D. Dissertation)
Lei Liu and Jimmy Xiangji Huang. 2023. Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation. In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’23). [paper] [poster][code] [Acceptance rate = 25.12% (154/613)].
Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Lei Liu, Xiaoyan Zhu, Minlie Huang. EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training. Machine Intelligence Research (MIR) 20(2): 207-219 (2023). [paper] [code]
Anomaly Detection
Md Tahmid Rahman Laskar, Jimmy Xiangji Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu. Extending Isolation Forest for Anomaly Detection in Big Data via K-Means. ACM Trans. Cyber Phys. Syst. 5(4): 41:1-41:26 (2021). [paper]
Bioinformatics
Qiang Zhu, Min Pan, Lei Liu, Bojing Li, Tingting He, Xingpeng Jiang, and Xiaohua Hu. An ensemble feature selection method based on deep forest for microbiome-wide association studies. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, Spain, 2018, pp. 248-253. [paper]
Teaching Experience
Operating System Fundamentals
Teaching Assistant of EECS 3221 (Section E) - Operating System Fundamentals in Fall 2023 Sept. 2023 - Dec. 2023
Teaching Assistant of EECS 3221 (Section M and N) - Operating System Fundamentals in Winter 2023 Jan. 2023 - Apr. 2023
Teaching Assistant of EECS 3221 (Section E) - Operating System Fundamentals in Fall 2022 Sept. 2022 - Dec. 2022
Teaching Assistant of EECS 3221 (Section O) - Operating System Fundamentals in Winter 2022 Jan. 2022 - Apr. 2022
Teaching Assistant of EECS 3221 (Section E) - Operating System Fundamentals in Fall 2021 Sept. 2021 - Dec. 2021
Teaching Assistant of EECS 3221 (Section Z) - Operating System Fundamentals in Winter 2021 Jan. 2021 - Apr. 2021
Computer Organization
Teaching Assistant of EECS 2021 (Section B) - Computer Organization in Fall 2022 Sept. 2022 - Dec. 2022
Teaching Assistant of EECS 2021 - Computer Organization in Fall 2021 Sept. 2021 - Dec. 2021
Teaching Assistant of EECS 2021 (Section Z) - Computer Organization in Winter 2021 Jan. 2021 - Apr. 2021
Teaching Assistant of EECS 2021 - Computer Organization in Fall 2020 Sept. 2020 - Dec. 2020
Teaching Assistant of EECS 2021 (Section M) - Computer Organization in Winter 2020 Apr. 2020
Teaching Assistant of EECS 2021 - Computer Organization in Fall 2019 Sept. 2019 - Dec. 2019
Computer Use
Teaching Assistant of EECS 1520 - Computer Use in Winter 2020 Jan. 2020 - Apr. 2020
Academic Services
Organizing committees for major international conferences
Social Media Administrator (Twitter & Facebook), ACM SIGIR 2020
PC member (conference reviewer) for major international conferences
In the year of 2024: SIGIR '24 (Full, short & demo paper tracks), KDD 2024 (ADS Track)
In the year of 2023: SIGIR '23 (Full, short & demo paper tracks), ACL '23 (Long & short paper tracks), EMNLP '23 (Long & industry paper tracks), KDD '23 (ADS track), EACL '23 (Short paper track)
In the year of 2022: EMNLP '22 (Long paper track), SIGIR '22 (Full, Short and Demo paper tracks), WI-IAT '22
In the year of 2021: SIGIR '21 (Demo paper track), CCL '21 (NLP Applications track)
In the year of 2020: SIGIR '20 (Demo paper track)
Reviewer for International Journals
In the year of 2022: Information Processing and Management (IP&M), Data & Knowledge Engineering (DKE), Computational Intelligence (CI)
In the year of 2020: DKE
Secondary reviewer for major international conferences
In the year of 2022: ACL '22, WSDM '22, AAAI '22
In the year of 2021: ACL '21, NAACL-HLT '21, KDD '21, WSDM '21, TheWebConf '21
In the year of 2020: ACL '20, TheWebConf '20, CanadianAI '20
Secondary reviewer for international journals
In the year of 2022: Artificial Intelligence Review (AIRE)
In the year of 2020: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Journal of the Association for Information Science and Technology (JASIST)
In the year of 2019: Soft Computing (SOCO)
Administrative Services
Volunteer Experiences
In response to the pandemic of COVID-19, SIGIR 2020, the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, was held as a virtual event for the first time in the history of SIGIR conference. Early in April 2020, hosting an online conference was totally new to every one of us, which thus posed unprecedented challenges to our volunteer work. Despite the last-minute switch of conference format and the shortened time period in preparation, our volunteer team worked very diligently to ensure a successful virtual event. As the Volunteer Coordinator of SIGIR 2020, I was mainly responsible for leading a team of 50 volunteers who were Master/Ph.D. students in computer science from 15 countries in SIGIR 2020 Virtual Discussion Rooms that were provided to facilitate the interactions among attendees. Since no one was experienced in hosting virtual discussion rooms, we had to plan everything for the volunteer work from scratch. We came up with some tips for hosting a Zoom meeting and also framed the general responsibilities of volunteers. We had an online (Zoom) meeting with all of the 50 volunteers in virtual discussion rooms for training purposes and then we collected their available time to assign them with times slots that are best fit for every one. The authors of each accepted full/short/TOIS/industry/demo paper were allowed to apply for a time slot of half an hour for a Q&A session in a specific virtual discussion room that was coordinated by the authors and one of our volunteers. As the volunteer leader, together with other volunteer organizers, I monitored all the parallel sessions from July 27 to 29, 2020 to ensure a smoothy running of all the virtual rooms, i.e., volunteer organizers replaced the volunteers who were absent/late to host the meetings promptly.
As one of the publicity volunteers, I was responsible for writing the script of SIGIR 2020 welcome video together with Bo Wang, who was a 2nd-year master student from Jilin University and had regular meetings with Prof. Jimmy Huang, SIGIR 2020 General Chair, Prof. Zehua Chen, SIGIR 2020 Treasury Chair and other publicity volunteers for discussions in terms of the video script. In addition, I worked with the producer for a better video production.
This volunteer teaching program was launched by National Taiwan Normal University in the year of 2009 and has been consecutively hosted by National Taiwan Normal University for 10 years from 2009 to 2018. The participants come from more than 20 top universities in Mainland China, Hong Kong, Macau and Taiwan, including the University of Hong Kong, Chinese University of Hong Kong, Tsinghua University, Peking University, National Taiwan Normal University, and so on. From July 5 to 17, 2017, I served as the head of Questionnaire Survey Group in the Volunteer Teaching Team of Central China Normal University and a volunteer teaching staff in Miaoli County, Taiwan. See our Memoir in Nanzhuang Middle School!
This program was launched by Central China Normal University in 2012 and has been hosted for 8 consecutive years from 2012 to 2019. Participants come from top universities in Mainland China, Hong Kong, Macau and Taiwan. From July 19 to 29, 2017, I served as the head of Questionnaire Survey Group in the Volunteer Teaching Team of Central China Normal University and a volunteer teaching staff (group leader) in Xuan'en County, Hubei. Our teaching program was featured by the mainstream media in Mainland China including "参考消息", "新华社", "中国教育电视台", "新华丝路", and so on.
Selected Honours & Awards
Academic Excellence Fund (AEF) (Faculty of Graduate Studies, York University) Aug 2023
SIGIR Student Travel Award (SIGIR '23, ACM SIGIR and ACM) May 2023
York University Graduate Fellowship (Doctoral - International) Sept. 2022, Jan. 2023, May 2023
York University Graduate Fellowship (Doctoral - International) Sept. 2021, Jan. 2022, May 2022
York University Graduate Fellowship (Doctoral - International) Sept. 2020, Jan. 2021, May 2021
York University Graduate Fellowship (Doctoral - International) Sept. 2019, Jan. 2020, May 2020
First Prize Graduate Scholarships of Central China Normal University (2018-19) Sept. 2018
Excellent Graduate Student of Central China Normal University (2016-17) Nov. 2017
Graduate Public Welfare Award of Central China Normal University (2016-17) Nov. 2017
First Prize Graduate Scholarships of Central China Normal University (2017-18) Sept. 2017
2017 Overseas Visiting Scholarship of Central China Normal University 2017
First Prize Graduate Scholarships of Central China Normal University (2016-17) Sept. 2016
Third Prize in Final Contest on Java Software Development, the 6th "Lanqiao Cup" May 2015
First Prize in Division Contest (Shandong) on Java Software Development, the 6th "Lanqiao Cup" Apr. 2015
National Second Prize of 2013 National English Competition for College Students (NECCS) May 2013