About Me
Hi! I currently serve as a research associate at Nanyang Technological University, working with Prof. Aixin Sun. I earned my Master’s degree from National University of Singapore in 2024, where I contributed as a research intern under the guidance of Prof. Tat-Seng Chua and Prof. Roger Zimmermann. Prior to that, I successfully completed my Bachelor’s degree at TongJi University, China in 2022. My research interests are centered around LLM for code, multimodal understanding, and information retrieval.
Work Experiences
Research Intern, School of Software Engineering, TongJi University.
Prof. Yan Liu
Mainly focus on neural code search and neural code completion.
Research Intern, NUS Centre for Extreme Search (NExT++), NUS.
Prof. Tat-Seng Chua
Mainly focus on multimodal fusion and understanding.
Research Associate, S-Lab, NTU.
Prof. Aixin Sun
Mainly focus on data mining and information retrieval.
Publications
please refer to google scholar page to check all my publications
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On the Importance of Building High-quality Training Datasets for Neural Code Search
Zhensu Sun, Li Li, Yan Liu, Xiaoning Du, Li Li ICSE 2022, Nominated for distinguished paper award |
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Biased-Predicate Annotation Identification via Unbiased Visual Predicate Representation
Li Li*, Chenwei Wang*, You Qin, Wei Ji, Renjie Liang ACM MM 2023, Accepted with full marks |
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VPGTrans: Transfer Visual Prompt Generator across LLMs
Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, Zhiyuan Liu, Tat-Seng Chua NeurIPS 2023 |
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Panoptic Scene Graph Generation with Semantics-prototype Learning
Li Li, Wei Ji, Yiming Wu, Mengze Li, You Qin, Lina Wei, Roger Zimmermann AAAI 2024 |
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Domain-wise Invariant Learning for Panoptic Scene Graph Generation
Li Li, You Qin, Wei Ji, Yuxiao Zhou, Roger Zimmermann ICASSP 2024 |
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Efficient Temporal Sentence Grounding in Videos with Multi-Teacher Knowledge Distillation
Renjie Liang, Yiming Yang, Hui Lu, Li Li Preprint |
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Towards Complex-query Referring Image Segmentation: A Novel Benchmark
Wei Ji, Li Li, Hao Fei, Xiangyan Liu, Xun Yang, Juncheng Li, Roger Zimmermann Preprint |
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Causal SAR ATR with Limited Data via Dual Invariance
Chenwei Wang, You Qin, Li Li, Siyi Luo, Yulin Huang, Jifang Pei, Yin Zhang, Jianyu Yang Preprint |
Honors and Awards
ICSE 2022 Distinguished Paper Award Nomination.
AAAI 2024 Student Scholarship.
Services
Program Committee Member of ACM MM (2024) .
Program Committee Member of ECCV (2024).
Program Committee Member of ICLR AGI Workshop (2024).
Educations
2022.08 - 2024.02
Master of Science in Industry 4.0
National University of Singapore, Singapore
2018.08 - 2022.06
Bachelor of Engineering in Software Engineering
TongJi University, Shanghai