Chenchen Ye (PhD student at UCLA)
[ Short Bio,
Publications,
Research Experiences,
Education,
Teaching,
Services,
Awards
]
![Chenchen Ye](photos/Jun2022.jpg) |
Chenchen Ye
PhD student,
Scalable Analytics Institute (ScAi),
Department of Computer Science,
University of California, Los Angeles.
3551 Boelter Hall,
580 Portola Plaza,
Los Angeles, CA 90095
Email: ccye [at] cs [dot] ucla [dot] edu
[ Email,
Google Scholar,
Github,
LinkedIn,
Twitter ]
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Short Bio
I am currently a first-year PhD student in Computer Science at UCLA, where I am fortunate to be advised by Prof. Wei Wang.
Prior to this, I obtained my bachelor's degree in Computer Science from the National University of Singapore (NUS),
where I joined the NExT Research Center advised by Prof. Tat-Seng Chua.
My research interests include Natural Language Processing and Data Mining, with the current focus on reasoning over large language models and knowledge graphs.
Publications
(* denotes equal contribution.)
Preprints:
MIRAI: Evaluating LLM Agents for Event Forecasting
Chenchen Ye*, Ziniu Hu*, Yihe Deng*, Zijie Huang, Mingyu Derek Ma, Yanqiao Zhu, Wei Wang
Preprint 2024
[Paper]
[Homepage]
[Code]
[Data]
[Demo Video]
[Demo Notebook]
CliBench: Multifaceted Evaluation of Large Language Models in Clinical Decisions on Diagnoses, Procedures, Lab Tests Orders and Prescriptions
Mingyu Derek Ma, Chenchen Ye, Yu Yan, Xiaoxuan Wang, Peipei Ping, Timothy S Chang, Wei Wang
Preprint 2024
[Paper]
[Homepage]
Publications:
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua
ACL 2024
[Paper]
Context-aware Event Forecasting via Graph Disentanglement
Yunshan Ma*, Chenchen Ye*, Zijian Wu, Xiang Wang, Yixin Cao, Tat-Seng Chua
SIGKDD 2023
[Paper]
[Code & Data]
[Poster]
[Slides]
Reflecting on Experiences for Response Generation
Chenchen Ye, Lizi Liao, Suyu Liu and Tat-Seng Chua
ACMMM 2022
[Paper]
[Poster]
[Slides]
Structured and Natural Responses Co-generation for Conversational Search
Chenchen Ye, Lizi Liao, Fuli Feng, Wei Ji and Tat-Seng Chua
SIGIR 2022 (Oral)
[Paper]
[Code]
[Slides]
Research Experiences
Research Assistant, Aug 2022 - Aug 2023
NExT++ Research Center, National University of Singapore, Singapore.
Advisor: Tat-Seng Chua, Yunshan Ma
Topic: Learning and Reasoning on Graphs for Knowledge-enhanced Information Retrieval
Undergraduate Student Researcher, May 2021 - Jun 2022
NExT++ Research Center, National University of Singapore, Singapore.
Advisor: Tat-Seng Chua, Lizi Liao
Topic: Textual and Multimodal Conversational Search and Response Generation
Education
PhD student in Computer Science
University of California, Los Angeles (UCLA), U.S.
Sep 2023 - Present
Bachelor of Compting (Computer Science) with Honours (Highest Distinction)
National University of Singapore (NUS), Singapore
Aug 2018 - Jun 2022
Teaching
Services
Invited Reviewer: ACL 2024, KDD 2024, ACMMM 2024/2023, DASFAA 2024,
Awards
Outstanding Undergraduate Researcher Prize (Individual). National University of Singapore, Jun 2022
Dean's List Awards. National University of Singapore, AY2019-2020/ AY2021-2022
Science & Technology Undergraduate Scholarship. National University of Singapore, Aug 2018 - Jun 2022
Senior Middle 2 Scholarship. Singapore Ministry of Education, Aug 2018 - Jun 2022
Other Links:[ Email,
Google Scholar,
Github,
LinkedIn,
Twitter ]
Last Updated: July 2024.
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